为什么 AI 推荐竞争对手——你可以改善什么？

AI 推荐另一家企业时，你应该怎么做？

先阅读完整回答和来源，再决定修改什么。核对问题是否描述你能满足的需要、回答有没有准确呈现你的产品或服务，以及它是否真的推荐了另一个选项，还是只作提及。然后选择有证据支持的最小改动，记录相关页面和目标买家问题，并商定下一步检查什么。竞争对手出现在一个回答中，不能仅凭这一点判定原因，也不足以支持重写整个网站。

公开观察背景

原始报告 · 确切报告快照

产品: CeraVe
观察语言: en-US
地区: Hong Kong
买家问题: 4
已保留叙述回答: 12
已完成叙述回答: 12
辅助搜索: 4
完整叙述观察时段（UTC）: 2026-10-19T19:16:27.244Z — 2026-10-19T19:17:52.531Z
按日期的叙述数量（UTC）: 2026-10-19: 12
报告生成时间: 2026-10-19T19:18:07.678Z
网站来源采集时间: 2026-10-19T19:14:22.001Z
叙述模型: claude: anthropic/claude-haiku-5.5; chatgpt: openai/gpt-6-luna; gemini: google/gemini-3.7-flash

原始观察标识

观察标识码	原始问题	AI／模型	观察时间	状态	来源链接
intent_01_my-skin-feels-tight-and-flaky-after-cleansing-wh__claude__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:27.244Z	完成	https://lgbeauty.com/blog/best-lightweight-moisturizers-for-humid-weather https://lovelybeauty.blog/best-lightweight-moisturizers-for-humid-climate/ https://fashionide.com/vetted/13-best-lightweight-summer-moisturizers-in-2026/ https://smytten.com/blogs/skincare/7-best-humidity-friendly-moisturizers-for-women https://lgbeauty.com/blog/top-moisturizers-for-hot-humid-climates https://theblissfulstudio.com/vetted/14-best-hydrating-facial-moisturizers-in-2026/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.tirabeauty.com/article/articles/best-k-beauty-gel-moisturisers-for-humid-and-oily-skin https://www.gopicky.com/discussion/94905/moisturizer-in-a-humid-country https://www.scmp.com/magazines/post-magazine/fashion/article/2151489/four-light-moisturisers-sticky-hong-kong-summers
intent_01_my-skin-feels-tight-and-flaky-after-cleansing-wh__chatgpt__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:37.403Z	完成	https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://www.clinique.com.hk/the-clinique-lab https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com/skincare-all?collection=moisture_surge_collection https://www.cetaphil.com.hk/en/soothing-gel-cream-with-aloe/052336.html https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.sephora.hk/brands/clinique/skincare/moisturiser https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?gclsrc=aw.ds&pr_rd_page=8&size=125ml https://www.clinique.com/dry-skin-solutions-skincare?msockid=1ea2a420331a6453009db2ed32e26591 https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?msockid=3a824ba7de6e61530aad5bd6dfe6604b&pr_rd_page=9&size=1oz_%2F_30ml https://hk.ozcosmetics.com/Clinique-Moisture-Surge https://www.clinique.cl/products/26707/skin-care/moisturizers/moisture-surge https://www.eng.cuhk.edu.hk/wp-content/uploads/Exemplary_Capstone_Projects_2022.pdf https://www.ipd.gov.hk/hkipjournal/02112018/0000000849_1_1.pdf https://www.nuskin.com/content/dam/HK/products/leaflet/2022/Nutricentials_eLeaflet_Design_May_2022.pdf https://tmng-al.uspto.gov/resting2/api/casedoc/cms/case/99263807/office-action/OfficeAction8123292.pdf https://www.reddit.com/r/Clinique/comments/1t2nqz0/want_to_go_back_to_clinique_help_me_out/ https://www.nacomigroup.com/_files/ugd/f76972_08219ff60b33400ba360ead486ea4365.pdf https://www.reddit.com/r/u_Clinique/comments/1tjr5io/redditors_we_love_hearing_all_of_your_metaphors/ https://novamber.hk/wp-content/uploads/2025/04/NOVamber-Products-Presentation-Skin-Series-15-Slides.pdf https://www.reddit.com/r/CosmeticsCompanyBox/comments/1x706d8/1015/ https://www.reddit.com/r/PanPorn/comments/1qjywbw/clinique_moisture_surge_and_all_about_eyes/ https://www.reddit.com/r/Ulta/comments/1d2js6g https://www.reddit.com/r/AsianBeauty/comments/1fccjll/holy_grail_thinnest_moisturizer_for_super/ https://www.reddit.com/r/SkincareAddiction/comments/1j7thq0/product_question_is_the_clinique_moisture_surge/ https://www.reddit.com/r/makeupdupes/comments/1ka6axj/clinique_moisture_surge/ https://www.reddit.com/r/SkincareAddiction/comments/1edys90 https://www.reddit.com/r/AsianBeauty/comments/zrrm7k/korean_alternative_to_clinique_moisture_surge/ https://www.reddit.com/r/skincareexchange/comments/18xhsi2 https://www.reddit.com/r/SGSkincare/comments/1wym1o3/what_are_some_light_moisturizers_that_are_not/ https://www.whowhatwear.com/beauty/skin/best-gel-moisturisers https://www.whowhatwear.com/beauty/skin/best-collagen-jelly-cream https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.whowhatwear.com/best-korean-moisturizers https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay.hk/toleriane https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.laroche-posay.hk/article/skin-allergy-sensitive-skin-and-reactive-skin https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.kiehls.com.hk/en/ https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?uiel=Desktop https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368 https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?schema=watsonshk%3A%2F%2Fwtchk%2FCOLORMEPRODUCT%2FBP_217368 https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://www.muji.com.hk/upload/files/new_product_department/20191231145232_110.pdf https://www.muji.com.hk/upload/files/new_product_department/20220623174630_139.pdf https://www.reddit.com/r/EuroSkincare/comments/l5i886 https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddictionUK/comments/m1rgb0 https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1lj7n6k https://www.reddit.com/r/SkincareAddictionUK/comments/t5by1t/has_lrp_toleriane_ultra_fluid_been_discontinued/ https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/KoreanBeauty/comments/1kqi0ky https://www.reddit.com/r/EuroSkincare/comments/1192rhu https://www.reddit.com/r/Makeup/comments/1rux3zq/replacement_for_la_rocheposay_toleriane_sensitive/ https://www.reddit.com/r/Rosacea/comments/sthk4h https://www.reddit.com/r/Fungalacne/comments/njsacn/anyone_have_issues_with_la_rocheposay_toleriane/ https://is-retailhk.istyle.co.jp/20241205.pdf https://www.consumer.org.hk/tc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.consumer.org.hk/sc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840 https://www.watsons.com.hk/en/all-brands/list/114206/neutrogena?masterBrandCode=114206 https://www.sephora.hk/categories/skincare/moisturiser?page=6 https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352 https://mentholatum.com.hk/products/hadalabo-sh-light-cream-me90601s02 https://www.watsons.com.hk/en/12-12-sale-bration-neutrogena/c/salebration25_neutrogena https://hk.cosme.net/ranking/840 https://www.vanessabeauty.com.hk/categories/cream-and-lotion https://www.wellcome.com.hk/zh-hant/p/%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E6%B0%B4%E5%87%9D%E9%9C%9C%2050GM/i/101382675.html https://www.watsons.com.hk/en/mother-baby/baby-cream/c/060603 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/en/christmas-and-new-year-sale/c/christmas25_all https://www.nuskin.com/content/dam/office/gc/HK/zh/Product_training_materials/product-qna-training.pdf https://www.nuskin.com/content/dam/HK/Velocity/forms/nuskin-product-catalogue-zh.pdf https://hkbizcenter.amway.com.hk/cms/attachment/preview/2021/9/24/%E9%9B%85%E5%A7%BF%E6%A4%8D%E8%90%83%E6%BB%8B%E9%A4%8A%E7%B3%BB%E5%88%97%E7%94%A2%E5%93%81%E5%B0%8F%E5%86%8A%E5%AD%90__ea871c65f65446dc8fd23a01deeb7c66.pdf?openExternalBrowser=1 https://www.nuskin.com/content/dam/HK/Velocity/forms/04133179-HK-202107.pdf https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840?utm_source=openai https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid?utm_source=openai https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini?utm_source=openai https://www.kiehls.com.hk/en/?utm_source=openai
intent_01_my-skin-feels-tight-and-flaky-after-cleansing-wh__gemini__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:16:38.240Z	完成
intent_02_what-should-i-look-for-in-a-daily-face-moisturiz__claude__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:46.727Z	完成	https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/415 https://www.elle.com.hk/beauty_and_health/best-30-moisturizers https://topick.hket.com/article/4055179/%E6%B6%88%E5%A7%94%E6%9C%83%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B%EF%B8%B1%E6%B6%88%E5%A7%94%E6%9C%83%E6%B8%AC%E8%A9%A617%E6%AC%BE%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E9%AB%98%E5%88%86%E6%8E%A8%E8%96%A6%E6%A6%9C%E5%96%AE%E3%80%80CLINIQUE-BIOTHERM-DR.%20WU-VICHY-OLAY%E4%B8%8A%E6%A6%9C%E3%80%80%E5%B9%B3%E5%83%B9%E7%99%BE%E5%85%83%E9%9D%A2%E9%9C%9C%E5%8B%9D%E5%B0%88%E6%AB%83-630%E7%94%A2%E5%93%81 https://www.lifeclub.com.hk/blog/posts/blog-hydration-2026 https://www.sephora.hk/categories/skincare/moisturiser https://www.watsons.com.hk/en/beauty/moisturizer/c/010201 https://www.timeout.com/hong-kong/shopping/best-affordable-cheap-skincare-beauty-products-hong-kong https://www.kiehls.com.hk/en_HK/category/moisturizers https://www.sephora.hk/categories/skincare/moisturiser/day-moisturiser https://www.voguehk.com/en/article/beauty/best-hong-kong-beauty-skincare-brands/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.watsons.com.hk/en/personal-care/body-lotion/c/030102 https://www.sephora.hk/categories/skincare/moisturiser/night-cream
intent_02_what-should-i-look-for-in-a-daily-face-moisturiz__chatgpt__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:57.456Z	完成	https://www.watsons.com.hk/zh-hk/all-brands/list/142487/cerave https://www.watsons.com.hk/en/cerave-facial-moisturizing-lotion-52ml/p/BP_244332 https://www.watsons.com.hk/en/all-brands/list/142487/cerave https://www.watsons.com.hk/en/selected-items-offer/c/0323_cerave https://www.watsons.com.hk/zh-cn/%E4%BA%A7%E5%93%81/c/1?text=%3AproductBrandCode%3Acategory%3A010000%3AproductBrandCode%3A142487 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8cerave%E7%9A%87%E7%89%8C%E6%BD%A4%E8%86%9A%E9%9C%B2/c/0408_cerave_fb https://www.watsons.com.hk/en/merry-giftmas-lac/c/merry_giftmas_lac https://www.watsons.com.hk/zh-hk/%E9%86%AB%E5%AD%B8%E8%AD%B7%E8%86%9A-%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/loreal_derm_face_care https://www.cosmopolitan.com.hk/beauty/300-face-cream https://www.watsons.com.hk/en/purchases-selected-skincare-items-over-299-will-get-1pc-of-la-roche-posay-toleriane-qd-lotion-50ml/c/popwats_skin_1218 https://www.watsons.com.hk/zh-hk/%E9%95%B7%E6%95%88%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-52ml/p/BP_244332 https://eshop.nurse.org.hk/personal-care/facial-care/facial-cream.html https://is-retailhk.istyle.co.jp/20241205.pdf https://www.reddit.com/r/beautyph/comments/1wn69a5/face_moisturizer_suggestions/ https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E6%B5%B7%E5%A4%96%E7%BE%8E%E5%A6%86%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.reddit.com/r/beautyph/comments/1wnytzk/vouch_for_your_triedandtested_moisturizer_pls/ https://www.reddit.com/r/kokeRECENZIRAJU/comments/1uyitgw/la_roche_posay_vs_hada_labo/ https://aigc.idigital.com.cn/djyanbao/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6-2024-12-24.pdf https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddiction/comments/1jks0ir https://www.reddit.com/r/beautytalkph/comments/1p85rfg/skincare_thread_november_28_2025/ https://www.reddit.com/r/PakistaniSkincare/comments/1uxi469/best_skincare_recsinternational/ https://www.reddit.com/r/beautytalkph/comments/1uhr1cr/need_a_good_moisturizer_reco/ https://www.reddit.com/r/skincareexchange/comments/17o98jj https://www.reddit.com/r/beautyph/comments/1pkozzt/hydrating_moisturizer_recommendation/ https://www.reddit.com/r/AusSkincare/comments/1gx832m https://www.reddit.com/r/AusSkincare/comments/1t0hkcs/removed/ https://www.reddit.com/r/Fungalacne/comments/laar2u https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E7%94%A2%E5%93%81%E5%84%AA%E6%83%A0/c/hadalabo_1010 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/zh-hk/%25E7%25BE%258E%25E8%2582%258C%25E8%25AD%25B7%25E8%2586%259A/%25E6%25BD%25A4%25E8%2586%259A/c/010201 https://www.watsons.com.hk/zh-hk/promo-derma_campaign https://www.watsons.com.hk/zh-hk/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/010402?masterBrandCode=138029 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E5%8F%8A%E7%BE%8E%E5%A6%9D%E7%94%A2%E5%93%81/c/skin_0206 https://www.watsons.com.hk/zh-hk/all-brands/list/133443/%E8%82%8C%E7%A0%94?masterBrandCode=133443 https://www.watsons.com.hk/zh-hk/c/hot_100 https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E7%94%A2%E5%93%81-199%E6%8F%9B%E8%B3%BC/c/tn_beaty_0409 https://www.watsons.com.hk/zh-hk/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8-physiogel-%E4%BD%8E%E6%95%8F%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E5%84%AA%E6%83%A0%E8%A3%9D-150%E6%AF%AB%E5%8D%87-75%E6%AF%AB%E5%8D%87/p/BP_821374 https://www.watsons.com.hk/zh-hk/c/hot_100?utm_source=openai https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8?utm_source=openai
intent_03_do-ceramides-actually-help-dry-irritated-skin-or__claude__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:59.726Z	完成	https://mustelahk.store/en/products/%E8%B6%85%E4%BD%8E%E6%95%8F-%E7%84%A1%E9%A6%99%E6%96%99%E6%B0%B4%E4%BB%BD%E6%BD%A4%E9%9D%A2%E9%9C%9C https://www.mschusoapandbeaut.com/en-us/collections/sensitive-skin https://www.qvskincare.com/hk/en.html https://www.wonderflaw.com/14-fragrance-free-moisturizers-that-are-gentle-on-sensitive-skin/ https://www.sassyhongkong.com/beauty-eco-ethical-local-hk-brand-skincare-makeup/ https://www.sassyhongkong.com/beauty-best-spf-moisturisers-every-skin-type/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://lowens.ca/blogs/seo-news/fragrance-free-moisturiser-7-best-options-for-sensitive-skin-care-1260-67 https://bluemercury.com/pages/shop-fragrance-free-moisturizers https://www.stylecraze.com/articles/best-fragrance-free-moisturizers/ https://www.bonjoutbeauty.com/blogs/guides/10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026 https://radiantcarepicks.com/the-10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://theglowwithgrace.com/best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://clevergirlreviews.com/best-fragrance-free-face-moisturizers/ https://ninjachoice.blog/best-fragrance-free-body-moisturizer/ https://skinoptimizer.com/moisturizers-for-sensitive-skin/ https://thebeautyradar.com/best-fragrance-free-moisturizer/ https://creativelens.blog/best-fragrance-free-moisturizer-for-sensitive-skin/
intent_02_what-should-i-look-for-in-a-daily-face-moisturiz__gemini__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:05.569Z	完成
intent_04_i-want-a-simple-skincare-routine-for-very-dry-sk__claude__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:17:12.263Z	完成	https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.buzzfeed.com/lily_burrill/hydrating-moisturizers-reviewers-love-in-colder-months https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/260 https://www.koreanbeautysecret.com.hk/blog/%E5%A4%8F%E6%97%A5%E5%95%AB%E5%96%B1%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6%EF%BC%81%E4%BF%9D%E6%BF%95%E4%B8%8D%E6%B2%B9%E7%AC%A0%E3%80%81%E6%B8%85%E7%88%BD%E4%B8%8D%E8%87%B4%E7%97%98%EF%BC%81 https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.sorra.net/category/%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://hk.cosme.net/ranking/415
intent_03_do-ceramides-actually-help-dry-irritated-skin-or__gemini__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:27.811Z	完成
intent_03_do-ceramides-actually-help-dry-irritated-skin-or__chatgpt__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:28.770Z	完成	https://www.cerave.hk/en-hk/our-products/facial-moisturizers/pm-facial-moisturizing-lotion https://www.laroche-posay.hk/toleriane https://www.cerave.hk/faq https://www.cerave.hk/en-HK https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://hk.iherb.com/pr/vanicream-moisturizing-cream-for-sensitive-skin-fragrance-free-2-oz-57-g/108532 https://hk.iherb.com/c/vanicream/categories https://hk.iherb.com/r/vanicream-daily-facial-moisturizer-for-sensitive-skin-fragrance-free-3-fl-oz-89-ml/108535 https://www.laroche-posay.hk/article/skin-allergy-treatment https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.larocheposay-th.com/-/media/project/loreal/brand-sites/lrp/apac/th/simple-page/better-skin-throughout-cancer/lrp-oncology-skin-side-effects-patient-guide-a5-ld-eng.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201411.pdf https://www.ipd.gov.hk/hkipjournal/22122017/0000000804_1_1.pdf https://www.fmshk.org.hk/database/hkmd/mdapr2025.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1nakc2o https://7157e75ac0509b6a8f5c-5b19c577d01b9ccfe75d2f9e4b17ab55.ssl.cf1.rackcdn.com/UMDNEQBT-PDF-3-540664-4476138154.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201811.pdf https://www.reddit.com/r/Skincare_Addiction/comments/1ip7gtc https://www.reddit.com/r/SkinbarrierLovers/comments/1swxuxk/community_brand_review_vanicream/ https://www.reddit.com/r/Rosacea/comments/1doroyi https://www.reddit.com/r/VeganBeauty/comments/1i8dnfq/bland_fragrancefree_nonirritating_moisturizer/ https://www.reddit.com/r/VeganBeauty/comments/1q1qzrj/bland_fragrancefree_moisturizer_sunscreen/ https://www.reddit.com/r/SkincareAddiction/comments/1blmc6h https://www.reddit.com/r/Allergies/comments/1kiz730 https://www.reddit.com/r/CanSkincare/comments/1j3dxem https://www.reddit.com/r/u_ShopandPlay/comments/16z6ocf https://www.reddit.com/r/bestbeautybuys/comments/1gajfr4 https://www.reddit.com/r/Hong_Kong/comments/1tke1oy/is_this_store_authentic/ https://www.whowhatwear.com/best-drugstore-moisturizers-for-dry-skin https://www.marieclaire.com/beauty/skincare/best-eczema-face-creams/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://www.womanandhome.com/beauty/skincare/best-moisturizers-for-dry-skin/ https://www.whowhatwear.com/moisturisers-for-sensitive-skin https://en.wikipedia.org/wiki/CeraVe https://www.aad.org/public/everyday-care/skin-care-secrets/prevent-skin-problems/test-skin-care-products/ https://www.bioderma.hk/en/our-products/atoderm/creme https://www.aad.org/public/diseases/eczema/types/atopic-dermatitis/atopic-dermatitis-coping https://www.cetaphil.com.hk/en/moisturizing-cream/023843.html https://www.cetaphil.com.hk/en/soothing-comforting-cica-calming-face-cream/053067.html https://www.bioderma.hk/our-products/atoderm/qiangxiaozirunxiuhushuang https://www.aad.org/public/everyday-care/skin-care-basics/dry/pick-moisturizer https://www.cetaphil.com.hk/en/cetaphil-ultra-nourishing-body-treatment-oil/085063.html https://www.cetaphil.com.hk/en/skincare-tips/sensitive-skin-care-guide.html https://www.cetaphil.com.hk/en/healthy-renew-day-cream-spf30/084688.html https://www.cetaphil.com.hk/ https://www.cetaphil.com.hk/en/skincare-tips/face-and-body-cream-vs-lotion-whats-the-difference.html https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Allergist%20Resources/Statements%20and%20Practice%20Parameters/JTF-Atopic-Dermatitis-Guideline-2023-07-31-2026.pdf https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Practice%20Management/Running%20a%20Practice/Patch-testing-slides-2022.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1cxd42p https://www.iao.org/assets/docs/IAO-Magzine-september-2024.pdf https://www.pierrefabreconnect.com/media/marketing/assets/Tolerance_Control_Skin_Recovery_Cream_-_PDS.pdf https://nationaleczema.org/wp-content/uploads/2024/07/NEA_Magazine_Summer2024_D01-WEB.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1pz8e4a/high_quality_medical_grade_beauty_products/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1kye0kh https://www.reddit.com/r/FragranceFreeBeauty/comments/1idegbg https://www.reddit.com/r/FragranceFreeBeauty/comments/1p0pxun/need_help_building_a_fully_fragrance_free/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1k701jq https://www.reddit.com/r/SkincareAddictionLux/comments/1mtrxui https://www.reddit.com/r/FragranceFreeBeauty/comments/1vrt2cz/sensitiveskin_people_what_product_took_you_the/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ip7r28/please_tell_me_your_fav_fragrancefree_nofrills/ https://www.whowhatwear.com/best-moisturizers-for-combination-skin https://en.wikipedia.org/wiki/Vbeaut%C3%A9 https://www.reddit.com/r/FragranceFreeBeauty/comments/1rxdn7o/questions_for_anyone_who_has_done_patch_testing/ https://www.reddit.com/r/FragranceFreeBeauty/comments/ykorji https://www.marieclaire.com/beauty/news/g4432/best-face-moisturizer/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ek4hzd https://www.whowhatwear.com/best-body-lotions https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/restorative-treatments https://www.eau-thermale-avene.hk/en_hk https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-sensitive-skin https://www.avenederm.com/media/marketing/assets/Avene_Product_Manual_0423_Final3_DIGITAL.pdf https://www.watsons.com.hk/en/avene-tolerance-control-soothing-skin-recovery-cream/p/BP_807354 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.avenederm.com/media/businessassets/merchandising_pdf/AVD_ToleranceControl_10x10_P0006858_Digital.pdf https://www.avenederm.com/media/businessassets/merchandising_pdf/Tolerance_Control_Flyer.pdf https://www.yohohongkong.com/en-us/product/239734-Tolerance-Control-Cream-40ml https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.laroche-posay.hk/article/skin-rashes-that-itch-how-to-treat-allergic-reaction-rash-on-face https://www.e-concierge-avenehk.com/en/categories/tolerance-1 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-adults https://www.reddit.com/r/FragranceFreeBeauty/comments/1pd5g40/avene_cicalfate_cream_not_truly_fragrance_free/ https://www.reddit.com/r/EuroSkincare/comments/1moz3cv https://www.reddit.com/r/crueltyfree/comments/1nn712d/vanicream_la_roche_posay_avene_alternatives/ https://www.reddit.com/r/Rosacea/comments/z0e2xf https://www.reddit.com/r/beautyph/comments/1v7yi71/does_anyone_know_where_to_buy_avene_tolerance/ https://www.reddit.com/r/Rosacea/comments/1jaravf https://www.reddit.com/r/Rosacea/comments/1foqewu https://www.reddit.com/r/BeautyUnlocked/comments/1tcvpk3/my_holy_grail_moisturizer_got_discontinued_and_im/ https://www.reddit.com/r/SkincareAddictionLux/comments/1onultm https://www.reddit.com/r/EuroSkincare/comments/1e2yyf5 https://www.reddit.com/r/EuroSkincare/comments/196leoq/avene_tolerance_extreme_dupes/ https://www.reddit.com/r/Rosacea/comments/1uwq57q/av%C3%A8ne_tolerance_control_soothing_skin_recovery/ https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00?utm_source=openai
intent_04_i-want-a-simple-skincare-routine-for-very-dry-sk__gemini__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:51.128Z	完成
intent_04_i-want-a-simple-skincare-routine-for-very-dry-sk__chatgpt__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:52.531Z	完成	https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-refill-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-intensive-cream-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-emulsion-120ml-for-dry-skin.html https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/tc_l/111960599.html https://hk.laneige.com/en_l/skincare/line/water-bank.html https://kiehls.eshops.hk/zh/skincare/super-multi-corrective-soft-cream https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-eye-cream-25ml-111960142.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-eye-cream-25ml.html?is_reco_item=1 https://www.youtube.com/watch?v=Ljw-gKL6wI0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/SkyBoutique_202507_09.pdf https://promotion.evaair.com/eBook_Mall/e-books/Sky_Shop/012025/EVASkyShopDutyFreeBrochure.pdf https://strapi-assets.tigerairtw.com/2026_Q1_Tiger_Shop12_19_097542054d.pdf https://www.youtube.com/watch?v=KqK65bvsch0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/65ad919867d4489abfca5bf22f9ea885-0001-converted.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.legco.gov.hk/yr15-16/chinese/counmtg/papers/cm20151104-sp021-ec.pdf https://www.reddit.com/r/u_Ok-Definition-6930/comments/1foaeaz https://www.reddit.com/r/SkincareAddiction/comments/1fb1fc4 https://www.reddit.com/r/beautytalkph/comments/185sbvf https://www.reddit.com/r/EuroSkincare/comments/1h149k4/kiehls_products_yay_or_nay/ https://www.reddit.com/r/PanPorn/comments/f2xrkw https://www.reddit.com/r/SkincareAddiction/comments/1b0qkbs/review_fyi_the_new_formula_for_kiehls_ultra/ https://www.reddit.com/r/SkinbarrierLovers/comments/1t4aahv/lets_be_honest_kiehls_ultra_facial_cream/ https://www.reddit.com/r/AsianBeauty/comments/yetkez https://www.reddit.com/r/beautyph/comments/1w1k7b5/kiehls_products_thread/ https://www.reddit.com/r/u_peaklifestyleadmin/comments/1uas4ly/kiehls_ultra_facial_cream_review_2026_is_this/ https://www.reddit.com/r/Ulta/comments/1cminqn https://www.reddit.com/r/30PlusSkinCare/comments/1809b9y/m34_coming_from_kiehls_ultra_facial_cream/ https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml https://www.clinique.com.hk/the-clinique-lab https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.clinique.com.hk/products/1605/Makeup/Lipsticks https://www.clinique.com.hk/en-hk/product/1605/64269/makeup/lipsticks/moisture-surgetm-lip-treatment https://www.clinique.com.hk/en-hk/product/1609/45042/mens/clinique-for-mentm-maximum-hydrator-72-hour-auto-replenishing-hydrator https://www.clinique.com.hk/lines-wrinkles-skin-care-clinique https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com.hk/product/1667/126187/skin-care/smart-clinical-repairtm-overnight-recovery-cream-mask https://www.clinique.com.hk/product/1687/4977/skin-care/moisturizers/acne-solutions-all-over-clearing-treatment https://www.clinique.com.hk/see-all/hub-article-type/pretty-easy https://www.clinique.com.hk/media/export/cms/pdf/English_ExNA_SonicBrush_Enclosure.pdf https://www.bioderma.hk/en/our-products/hydrabio/gel-creme https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-dermallergo-fluid-40ml/p/BP_810269 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/hydrating-treatments https://www.laroche-posay.hk/toleriane https://www.e-concierge-avenehk.com/en/categories/60a1d3ae916c0a0020cb5d3a?limit=48&order_by=&page=1&sort_by= https://www.bioderma.hk/en/skincare https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://mentholatum.com.hk/collections/%E4%BF%9D%E6%BF%95%E6%BD%A4%E6%BE%A4/products/hadalabo-premium-essence-milk-me90601plk https://www.pns.hk/en/all-brands/b/133443/%E8%82%8C%E7%A0%94 https://mentholatum.com.hk/collections/%E8%82%8C%E7%A0%94-hada-labo https://www.reddit.com/r/SkincareAddiction/comments/1s57fva/product_question_hada_labo_gokujyun_hyaluronic/ https://viviancorp.com/wp-content/uploads/2020/05/Bioderma-Catalogue.pdf https://www.reddit.com/r/EuroSkincare/comments/1one3lr/alternatives_for_toleriance_dermallergo_fluide/ https://www.reddit.com/r/EuroSkincare/comments/1k1d3si/looking_for_alternatives_to_la_roche_posay/ https://uk.lorealdermatologicalbeautypartnershop.com/on/demandware.static/-/Library-Sites-SharedLibrary-UK-IE/default/dwba78cefc/Page%20Designer/2025/LRP%202025%20FULL%20CATALOGUE%20.pdf https://www.reddit.com/r/EuroSkincare/comments/1191v6n https://www.reddit.com/r/SkincareAddiction/comments/1ev4u34 https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/EuroSkincare/comments/1i4c843/alternatives_to_lrp_toleriane_sensitive_fluid/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1qtu98w/alternatives_to_the_toleriane_ultra_fluid_that/ https://www.reddit.com/r/AsianBeauty/comments/hrh6og https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/AsianBeauty/comments/1cg8zx8/whats_your_favourite_hada_labo_moisturizeremulsion/ https://www.linkhk.com/SpecialInfo/ShatinOuting/Ebooklet.pdf https://www.drugoffice.gov.hk/eps/upload/eps_news/53136/ZH/1/News%20bulletin%2028%20Mar%202024%20%28Unauthorised%20skin%20products%29.pdf https://rohto.com.vn/images/rohto-product-catalogue-20220524.pdf https://www.hkexnews.hk/listedco/listconews/sehk/2025/0326/2025032601418.pdf https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://en.wikipedia.org/wiki/Hada_Labo https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml?utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1&utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid?utm_source=openai https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00?utm_source=openai

公开观察背景

原始报告 · 确切报告快照

产品: La Roche-Posay
观察语言: en-US
地区: Hong Kong
买家问题: 4
已保留叙述回答: 12
已完成叙述回答: 12
辅助搜索: 4
完整叙述观察时段（UTC）: 2026-10-19T19:16:27.244Z — 2026-10-19T19:17:52.531Z
按日期的叙述数量（UTC）: 2026-10-19: 12
报告生成时间: 2026-10-19T19:38:31.657Z
网站来源采集时间: 2026-10-19T19:26:22.631Z
叙述模型: claude: anthropic/claude-haiku-5.5; chatgpt: openai/gpt-6-luna; gemini: google/gemini-3.7-flash

原始观察标识

观察标识码	原始问题	AI／模型	观察时间	状态	来源链接
intent_01_what-should-i-use-on-a-damaged-skin-barrier-afte__claude__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:27.244Z	完成	https://lgbeauty.com/blog/best-lightweight-moisturizers-for-humid-weather https://lovelybeauty.blog/best-lightweight-moisturizers-for-humid-climate/ https://fashionide.com/vetted/13-best-lightweight-summer-moisturizers-in-2026/ https://smytten.com/blogs/skincare/7-best-humidity-friendly-moisturizers-for-women https://lgbeauty.com/blog/top-moisturizers-for-hot-humid-climates https://theblissfulstudio.com/vetted/14-best-hydrating-facial-moisturizers-in-2026/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.tirabeauty.com/article/articles/best-k-beauty-gel-moisturisers-for-humid-and-oily-skin https://www.gopicky.com/discussion/94905/moisturizer-in-a-humid-country https://www.scmp.com/magazines/post-magazine/fashion/article/2151489/four-light-moisturisers-sticky-hong-kong-summers
intent_01_what-should-i-use-on-a-damaged-skin-barrier-afte__chatgpt__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:37.403Z	完成	https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://www.clinique.com.hk/the-clinique-lab https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com/skincare-all?collection=moisture_surge_collection https://www.cetaphil.com.hk/en/soothing-gel-cream-with-aloe/052336.html https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.sephora.hk/brands/clinique/skincare/moisturiser https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?gclsrc=aw.ds&pr_rd_page=8&size=125ml https://www.clinique.com/dry-skin-solutions-skincare?msockid=1ea2a420331a6453009db2ed32e26591 https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?msockid=3a824ba7de6e61530aad5bd6dfe6604b&pr_rd_page=9&size=1oz_%2F_30ml https://hk.ozcosmetics.com/Clinique-Moisture-Surge https://www.clinique.cl/products/26707/skin-care/moisturizers/moisture-surge https://www.eng.cuhk.edu.hk/wp-content/uploads/Exemplary_Capstone_Projects_2022.pdf https://www.ipd.gov.hk/hkipjournal/02112018/0000000849_1_1.pdf https://www.nuskin.com/content/dam/HK/products/leaflet/2022/Nutricentials_eLeaflet_Design_May_2022.pdf https://tmng-al.uspto.gov/resting2/api/casedoc/cms/case/99263807/office-action/OfficeAction8123292.pdf https://www.reddit.com/r/Clinique/comments/1t2nqz0/want_to_go_back_to_clinique_help_me_out/ https://www.nacomigroup.com/_files/ugd/f76972_08219ff60b33400ba360ead486ea4365.pdf https://www.reddit.com/r/u_Clinique/comments/1tjr5io/redditors_we_love_hearing_all_of_your_metaphors/ https://novamber.hk/wp-content/uploads/2025/04/NOVamber-Products-Presentation-Skin-Series-15-Slides.pdf https://www.reddit.com/r/CosmeticsCompanyBox/comments/1x706d8/1015/ https://www.reddit.com/r/PanPorn/comments/1qjywbw/clinique_moisture_surge_and_all_about_eyes/ https://www.reddit.com/r/Ulta/comments/1d2js6g https://www.reddit.com/r/AsianBeauty/comments/1fccjll/holy_grail_thinnest_moisturizer_for_super/ https://www.reddit.com/r/SkincareAddiction/comments/1j7thq0/product_question_is_the_clinique_moisture_surge/ https://www.reddit.com/r/makeupdupes/comments/1ka6axj/clinique_moisture_surge/ https://www.reddit.com/r/SkincareAddiction/comments/1edys90 https://www.reddit.com/r/AsianBeauty/comments/zrrm7k/korean_alternative_to_clinique_moisture_surge/ https://www.reddit.com/r/skincareexchange/comments/18xhsi2 https://www.reddit.com/r/SGSkincare/comments/1wym1o3/what_are_some_light_moisturizers_that_are_not/ https://www.whowhatwear.com/beauty/skin/best-gel-moisturisers https://www.whowhatwear.com/beauty/skin/best-collagen-jelly-cream https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.whowhatwear.com/best-korean-moisturizers https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay.hk/toleriane https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.laroche-posay.hk/article/skin-allergy-sensitive-skin-and-reactive-skin https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.kiehls.com.hk/en/ https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?uiel=Desktop https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368 https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?schema=watsonshk%3A%2F%2Fwtchk%2FCOLORMEPRODUCT%2FBP_217368 https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://www.muji.com.hk/upload/files/new_product_department/20191231145232_110.pdf https://www.muji.com.hk/upload/files/new_product_department/20220623174630_139.pdf https://www.reddit.com/r/EuroSkincare/comments/l5i886 https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddictionUK/comments/m1rgb0 https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1lj7n6k https://www.reddit.com/r/SkincareAddictionUK/comments/t5by1t/has_lrp_toleriane_ultra_fluid_been_discontinued/ https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/KoreanBeauty/comments/1kqi0ky https://www.reddit.com/r/EuroSkincare/comments/1192rhu https://www.reddit.com/r/Makeup/comments/1rux3zq/replacement_for_la_rocheposay_toleriane_sensitive/ https://www.reddit.com/r/Rosacea/comments/sthk4h https://www.reddit.com/r/Fungalacne/comments/njsacn/anyone_have_issues_with_la_rocheposay_toleriane/ https://is-retailhk.istyle.co.jp/20241205.pdf https://www.consumer.org.hk/tc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.consumer.org.hk/sc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840 https://www.watsons.com.hk/en/all-brands/list/114206/neutrogena?masterBrandCode=114206 https://www.sephora.hk/categories/skincare/moisturiser?page=6 https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352 https://mentholatum.com.hk/products/hadalabo-sh-light-cream-me90601s02 https://www.watsons.com.hk/en/12-12-sale-bration-neutrogena/c/salebration25_neutrogena https://hk.cosme.net/ranking/840 https://www.vanessabeauty.com.hk/categories/cream-and-lotion https://www.wellcome.com.hk/zh-hant/p/%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E6%B0%B4%E5%87%9D%E9%9C%9C%2050GM/i/101382675.html https://www.watsons.com.hk/en/mother-baby/baby-cream/c/060603 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/en/christmas-and-new-year-sale/c/christmas25_all https://www.nuskin.com/content/dam/office/gc/HK/zh/Product_training_materials/product-qna-training.pdf https://www.nuskin.com/content/dam/HK/Velocity/forms/nuskin-product-catalogue-zh.pdf https://hkbizcenter.amway.com.hk/cms/attachment/preview/2021/9/24/%E9%9B%85%E5%A7%BF%E6%A4%8D%E8%90%83%E6%BB%8B%E9%A4%8A%E7%B3%BB%E5%88%97%E7%94%A2%E5%93%81%E5%B0%8F%E5%86%8A%E5%AD%90__ea871c65f65446dc8fd23a01deeb7c66.pdf?openExternalBrowser=1 https://www.nuskin.com/content/dam/HK/Velocity/forms/04133179-HK-202107.pdf https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840?utm_source=openai https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid?utm_source=openai https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini?utm_source=openai https://www.kiehls.com.hk/en/?utm_source=openai
intent_01_what-should-i-use-on-a-damaged-skin-barrier-afte__gemini__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:16:38.240Z	完成
intent_02_i-burn-easily-and-sometimes-get-a-rash-in-sunlig__claude__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:46.727Z	完成	https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/415 https://www.elle.com.hk/beauty_and_health/best-30-moisturizers https://topick.hket.com/article/4055179/%E6%B6%88%E5%A7%94%E6%9C%83%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B%EF%B8%B1%E6%B6%88%E5%A7%94%E6%9C%83%E6%B8%AC%E8%A9%A617%E6%AC%BE%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E9%AB%98%E5%88%86%E6%8E%A8%E8%96%A6%E6%A6%9C%E5%96%AE%E3%80%80CLINIQUE-BIOTHERM-DR.%20WU-VICHY-OLAY%E4%B8%8A%E6%A6%9C%E3%80%80%E5%B9%B3%E5%83%B9%E7%99%BE%E5%85%83%E9%9D%A2%E9%9C%9C%E5%8B%9D%E5%B0%88%E6%AB%83-630%E7%94%A2%E5%93%81 https://www.lifeclub.com.hk/blog/posts/blog-hydration-2026 https://www.sephora.hk/categories/skincare/moisturiser https://www.watsons.com.hk/en/beauty/moisturizer/c/010201 https://www.timeout.com/hong-kong/shopping/best-affordable-cheap-skincare-beauty-products-hong-kong https://www.kiehls.com.hk/en_HK/category/moisturizers https://www.sephora.hk/categories/skincare/moisturiser/day-moisturiser https://www.voguehk.com/en/article/beauty/best-hong-kong-beauty-skincare-brands/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.watsons.com.hk/en/personal-care/body-lotion/c/030102 https://www.sephora.hk/categories/skincare/moisturiser/night-cream
intent_02_i-burn-easily-and-sometimes-get-a-rash-in-sunlig__chatgpt__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:57.456Z	完成	https://www.watsons.com.hk/zh-hk/all-brands/list/142487/cerave https://www.watsons.com.hk/en/cerave-facial-moisturizing-lotion-52ml/p/BP_244332 https://www.watsons.com.hk/en/all-brands/list/142487/cerave https://www.watsons.com.hk/en/selected-items-offer/c/0323_cerave https://www.watsons.com.hk/zh-cn/%E4%BA%A7%E5%93%81/c/1?text=%3AproductBrandCode%3Acategory%3A010000%3AproductBrandCode%3A142487 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8cerave%E7%9A%87%E7%89%8C%E6%BD%A4%E8%86%9A%E9%9C%B2/c/0408_cerave_fb https://www.watsons.com.hk/en/merry-giftmas-lac/c/merry_giftmas_lac https://www.watsons.com.hk/zh-hk/%E9%86%AB%E5%AD%B8%E8%AD%B7%E8%86%9A-%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/loreal_derm_face_care https://www.cosmopolitan.com.hk/beauty/300-face-cream https://www.watsons.com.hk/en/purchases-selected-skincare-items-over-299-will-get-1pc-of-la-roche-posay-toleriane-qd-lotion-50ml/c/popwats_skin_1218 https://www.watsons.com.hk/zh-hk/%E9%95%B7%E6%95%88%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-52ml/p/BP_244332 https://eshop.nurse.org.hk/personal-care/facial-care/facial-cream.html https://is-retailhk.istyle.co.jp/20241205.pdf https://www.reddit.com/r/beautyph/comments/1wn69a5/face_moisturizer_suggestions/ https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E6%B5%B7%E5%A4%96%E7%BE%8E%E5%A6%86%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.reddit.com/r/beautyph/comments/1wnytzk/vouch_for_your_triedandtested_moisturizer_pls/ https://www.reddit.com/r/kokeRECENZIRAJU/comments/1uyitgw/la_roche_posay_vs_hada_labo/ https://aigc.idigital.com.cn/djyanbao/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6-2024-12-24.pdf https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddiction/comments/1jks0ir https://www.reddit.com/r/beautytalkph/comments/1p85rfg/skincare_thread_november_28_2025/ https://www.reddit.com/r/PakistaniSkincare/comments/1uxi469/best_skincare_recsinternational/ https://www.reddit.com/r/beautytalkph/comments/1uhr1cr/need_a_good_moisturizer_reco/ https://www.reddit.com/r/skincareexchange/comments/17o98jj https://www.reddit.com/r/beautyph/comments/1pkozzt/hydrating_moisturizer_recommendation/ https://www.reddit.com/r/AusSkincare/comments/1gx832m https://www.reddit.com/r/AusSkincare/comments/1t0hkcs/removed/ https://www.reddit.com/r/Fungalacne/comments/laar2u https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E7%94%A2%E5%93%81%E5%84%AA%E6%83%A0/c/hadalabo_1010 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/zh-hk/%25E7%25BE%258E%25E8%2582%258C%25E8%25AD%25B7%25E8%2586%259A/%25E6%25BD%25A4%25E8%2586%259A/c/010201 https://www.watsons.com.hk/zh-hk/promo-derma_campaign https://www.watsons.com.hk/zh-hk/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/010402?masterBrandCode=138029 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E5%8F%8A%E7%BE%8E%E5%A6%9D%E7%94%A2%E5%93%81/c/skin_0206 https://www.watsons.com.hk/zh-hk/all-brands/list/133443/%E8%82%8C%E7%A0%94?masterBrandCode=133443 https://www.watsons.com.hk/zh-hk/c/hot_100 https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E7%94%A2%E5%93%81-199%E6%8F%9B%E8%B3%BC/c/tn_beaty_0409 https://www.watsons.com.hk/zh-hk/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8-physiogel-%E4%BD%8E%E6%95%8F%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E5%84%AA%E6%83%A0%E8%A3%9D-150%E6%AF%AB%E5%8D%87-75%E6%AF%AB%E5%8D%87/p/BP_821374 https://www.watsons.com.hk/zh-hk/c/hot_100?utm_source=openai https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8?utm_source=openai
intent_02_i-burn-easily-and-sometimes-get-a-rash-in-sunlig__gemini__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:05.569Z	完成
intent_03_i-have-oily-acne-prone-skin-but-most-acne-produc__claude__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:59.726Z	完成	https://mustelahk.store/en/products/%E8%B6%85%E4%BD%8E%E6%95%8F-%E7%84%A1%E9%A6%99%E6%96%99%E6%B0%B4%E4%BB%BD%E6%BD%A4%E9%9D%A2%E9%9C%9C https://www.mschusoapandbeaut.com/en-us/collections/sensitive-skin https://www.qvskincare.com/hk/en.html https://www.wonderflaw.com/14-fragrance-free-moisturizers-that-are-gentle-on-sensitive-skin/ https://www.sassyhongkong.com/beauty-eco-ethical-local-hk-brand-skincare-makeup/ https://www.sassyhongkong.com/beauty-best-spf-moisturisers-every-skin-type/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://lowens.ca/blogs/seo-news/fragrance-free-moisturiser-7-best-options-for-sensitive-skin-care-1260-67 https://bluemercury.com/pages/shop-fragrance-free-moisturizers https://www.stylecraze.com/articles/best-fragrance-free-moisturizers/ https://www.bonjoutbeauty.com/blogs/guides/10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026 https://radiantcarepicks.com/the-10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://theglowwithgrace.com/best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://clevergirlreviews.com/best-fragrance-free-face-moisturizers/ https://ninjachoice.blog/best-fragrance-free-body-moisturizer/ https://skinoptimizer.com/moisturizers-for-sensitive-skin/ https://thebeautyradar.com/best-fragrance-free-moisturizer/ https://creativelens.blog/best-fragrance-free-moisturizer-for-sensitive-skin/
intent_03_i-have-oily-acne-prone-skin-but-most-acne-produc__chatgpt__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:28.770Z	完成	https://www.cerave.hk/en-hk/our-products/facial-moisturizers/pm-facial-moisturizing-lotion https://www.laroche-posay.hk/toleriane https://www.cerave.hk/faq https://www.cerave.hk/en-HK https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://hk.iherb.com/pr/vanicream-moisturizing-cream-for-sensitive-skin-fragrance-free-2-oz-57-g/108532 https://hk.iherb.com/c/vanicream/categories https://hk.iherb.com/r/vanicream-daily-facial-moisturizer-for-sensitive-skin-fragrance-free-3-fl-oz-89-ml/108535 https://www.laroche-posay.hk/article/skin-allergy-treatment https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare 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https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Practice%20Management/Running%20a%20Practice/Patch-testing-slides-2022.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1cxd42p https://www.iao.org/assets/docs/IAO-Magzine-september-2024.pdf https://www.pierrefabreconnect.com/media/marketing/assets/Tolerance_Control_Skin_Recovery_Cream_-_PDS.pdf https://nationaleczema.org/wp-content/uploads/2024/07/NEA_Magazine_Summer2024_D01-WEB.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1pz8e4a/high_quality_medical_grade_beauty_products/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1kye0kh https://www.reddit.com/r/FragranceFreeBeauty/comments/1idegbg https://www.reddit.com/r/FragranceFreeBeauty/comments/1p0pxun/need_help_building_a_fully_fragrance_free/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1k701jq https://www.reddit.com/r/SkincareAddictionLux/comments/1mtrxui https://www.reddit.com/r/FragranceFreeBeauty/comments/1vrt2cz/sensitiveskin_people_what_product_took_you_the/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ip7r28/please_tell_me_your_fav_fragrancefree_nofrills/ https://www.whowhatwear.com/best-moisturizers-for-combination-skin https://en.wikipedia.org/wiki/Vbeaut%C3%A9 https://www.reddit.com/r/FragranceFreeBeauty/comments/1rxdn7o/questions_for_anyone_who_has_done_patch_testing/ https://www.reddit.com/r/FragranceFreeBeauty/comments/ykorji https://www.marieclaire.com/beauty/news/g4432/best-face-moisturizer/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ek4hzd https://www.whowhatwear.com/best-body-lotions https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/restorative-treatments https://www.eau-thermale-avene.hk/en_hk 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intent_03_i-have-oily-acne-prone-skin-but-most-acne-produc__gemini__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:27.811Z	完成
intent_04_my-skin-gets-red-and-stings-when-i-try-new-skinc__claude__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:17:12.263Z	完成	https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.buzzfeed.com/lily_burrill/hydrating-moisturizers-reviewers-love-in-colder-months https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/260 https://www.koreanbeautysecret.com.hk/blog/%E5%A4%8F%E6%97%A5%E5%95%AB%E5%96%B1%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6%EF%BC%81%E4%BF%9D%E6%BF%95%E4%B8%8D%E6%B2%B9%E7%AC%A0%E3%80%81%E6%B8%85%E7%88%BD%E4%B8%8D%E8%87%B4%E7%97%98%EF%BC%81 https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.sorra.net/category/%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://hk.cosme.net/ranking/415
intent_04_my-skin-gets-red-and-stings-when-i-try-new-skinc__chatgpt__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:52.531Z	完成	https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-refill-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-intensive-cream-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-emulsion-120ml-for-dry-skin.html https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/tc_l/111960599.html https://hk.laneige.com/en_l/skincare/line/water-bank.html 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https://www.clinique.com.hk/media/export/cms/pdf/English_ExNA_SonicBrush_Enclosure.pdf https://www.bioderma.hk/en/our-products/hydrabio/gel-creme https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-dermallergo-fluid-40ml/p/BP_810269 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/hydrating-treatments https://www.laroche-posay.hk/toleriane https://www.e-concierge-avenehk.com/en/categories/60a1d3ae916c0a0020cb5d3a?limit=48&order_by=&page=1&sort_by= https://www.bioderma.hk/en/skincare https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://mentholatum.com.hk/collections/%E4%BF%9D%E6%BF%95%E6%BD%A4%E6%BE%A4/products/hadalabo-premium-essence-milk-me90601plk https://www.pns.hk/en/all-brands/b/133443/%E8%82%8C%E7%A0%94 https://mentholatum.com.hk/collections/%E8%82%8C%E7%A0%94-hada-labo https://www.reddit.com/r/SkincareAddiction/comments/1s57fva/product_question_hada_labo_gokujyun_hyaluronic/ https://viviancorp.com/wp-content/uploads/2020/05/Bioderma-Catalogue.pdf https://www.reddit.com/r/EuroSkincare/comments/1one3lr/alternatives_for_toleriance_dermallergo_fluide/ https://www.reddit.com/r/EuroSkincare/comments/1k1d3si/looking_for_alternatives_to_la_roche_posay/ https://uk.lorealdermatologicalbeautypartnershop.com/on/demandware.static/-/Library-Sites-SharedLibrary-UK-IE/default/dwba78cefc/Page%20Designer/2025/LRP%202025%20FULL%20CATALOGUE%20.pdf https://www.reddit.com/r/EuroSkincare/comments/1191v6n https://www.reddit.com/r/SkincareAddiction/comments/1ev4u34 https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/EuroSkincare/comments/1i4c843/alternatives_to_lrp_toleriane_sensitive_fluid/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1qtu98w/alternatives_to_the_toleriane_ultra_fluid_that/ https://www.reddit.com/r/AsianBeauty/comments/hrh6og https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/AsianBeauty/comments/1cg8zx8/whats_your_favourite_hada_labo_moisturizeremulsion/ https://www.linkhk.com/SpecialInfo/ShatinOuting/Ebooklet.pdf https://www.drugoffice.gov.hk/eps/upload/eps_news/53136/ZH/1/News%20bulletin%2028%20Mar%202024%20%28Unauthorised%20skin%20products%29.pdf https://rohto.com.vn/images/rohto-product-catalogue-20220524.pdf https://www.hkexnews.hk/listedco/listconews/sehk/2025/0326/2025032601418.pdf https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://en.wikipedia.org/wiki/Hada_Labo https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml?utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1&utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid?utm_source=openai https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00?utm_source=openai
intent_04_my-skin-gets-red-and-stings-when-i-try-new-skinc__gemini__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:51.128Z	完成

公开观察背景

原始报告 · 确切报告快照

产品: Bioderma
观察语言: en-US
地区: Hong Kong
买家问题: 4
已保留叙述回答: 12
已完成叙述回答: 12
辅助搜索: 4
完整叙述观察时段（UTC）: 2026-10-19T19:16:27.244Z — 2026-10-19T19:17:52.531Z
按日期的叙述数量（UTC）: 2026-10-19: 12
报告生成时间: 2026-10-19T19:45:22.376Z
网站来源采集时间: 2026-10-19T19:43:52.368Z
叙述模型: chatgpt: openai/gpt-6-luna; claude: anthropic/claude-haiku-5.5; gemini: google/gemini-3.7-flash

原始观察标识

观察标识码	原始问题	AI／模型	观察时间	状态	来源链接
intent_01_what-kind-of-cleanser-should-i-use-for-sensitive__chatgpt__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:37.403Z	完成	https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://www.clinique.com.hk/the-clinique-lab https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com/skincare-all?collection=moisture_surge_collection https://www.cetaphil.com.hk/en/soothing-gel-cream-with-aloe/052336.html https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.sephora.hk/brands/clinique/skincare/moisturiser https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?gclsrc=aw.ds&pr_rd_page=8&size=125ml https://www.clinique.com/dry-skin-solutions-skincare?msockid=1ea2a420331a6453009db2ed32e26591 https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?msockid=3a824ba7de6e61530aad5bd6dfe6604b&pr_rd_page=9&size=1oz_%2F_30ml https://hk.ozcosmetics.com/Clinique-Moisture-Surge https://www.clinique.cl/products/26707/skin-care/moisturizers/moisture-surge https://www.eng.cuhk.edu.hk/wp-content/uploads/Exemplary_Capstone_Projects_2022.pdf https://www.ipd.gov.hk/hkipjournal/02112018/0000000849_1_1.pdf https://www.nuskin.com/content/dam/HK/products/leaflet/2022/Nutricentials_eLeaflet_Design_May_2022.pdf https://tmng-al.uspto.gov/resting2/api/casedoc/cms/case/99263807/office-action/OfficeAction8123292.pdf https://www.reddit.com/r/Clinique/comments/1t2nqz0/want_to_go_back_to_clinique_help_me_out/ https://www.nacomigroup.com/_files/ugd/f76972_08219ff60b33400ba360ead486ea4365.pdf https://www.reddit.com/r/u_Clinique/comments/1tjr5io/redditors_we_love_hearing_all_of_your_metaphors/ https://novamber.hk/wp-content/uploads/2025/04/NOVamber-Products-Presentation-Skin-Series-15-Slides.pdf https://www.reddit.com/r/CosmeticsCompanyBox/comments/1x706d8/1015/ https://www.reddit.com/r/PanPorn/comments/1qjywbw/clinique_moisture_surge_and_all_about_eyes/ https://www.reddit.com/r/Ulta/comments/1d2js6g https://www.reddit.com/r/AsianBeauty/comments/1fccjll/holy_grail_thinnest_moisturizer_for_super/ https://www.reddit.com/r/SkincareAddiction/comments/1j7thq0/product_question_is_the_clinique_moisture_surge/ https://www.reddit.com/r/makeupdupes/comments/1ka6axj/clinique_moisture_surge/ https://www.reddit.com/r/SkincareAddiction/comments/1edys90 https://www.reddit.com/r/AsianBeauty/comments/zrrm7k/korean_alternative_to_clinique_moisture_surge/ https://www.reddit.com/r/skincareexchange/comments/18xhsi2 https://www.reddit.com/r/SGSkincare/comments/1wym1o3/what_are_some_light_moisturizers_that_are_not/ https://www.whowhatwear.com/beauty/skin/best-gel-moisturisers https://www.whowhatwear.com/beauty/skin/best-collagen-jelly-cream https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.whowhatwear.com/best-korean-moisturizers https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay.hk/toleriane https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.laroche-posay.hk/article/skin-allergy-sensitive-skin-and-reactive-skin https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.kiehls.com.hk/en/ https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?uiel=Desktop https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368 https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?schema=watsonshk%3A%2F%2Fwtchk%2FCOLORMEPRODUCT%2FBP_217368 https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://www.muji.com.hk/upload/files/new_product_department/20191231145232_110.pdf https://www.muji.com.hk/upload/files/new_product_department/20220623174630_139.pdf https://www.reddit.com/r/EuroSkincare/comments/l5i886 https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddictionUK/comments/m1rgb0 https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1lj7n6k https://www.reddit.com/r/SkincareAddictionUK/comments/t5by1t/has_lrp_toleriane_ultra_fluid_been_discontinued/ https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/KoreanBeauty/comments/1kqi0ky https://www.reddit.com/r/EuroSkincare/comments/1192rhu https://www.reddit.com/r/Makeup/comments/1rux3zq/replacement_for_la_rocheposay_toleriane_sensitive/ https://www.reddit.com/r/Rosacea/comments/sthk4h https://www.reddit.com/r/Fungalacne/comments/njsacn/anyone_have_issues_with_la_rocheposay_toleriane/ https://is-retailhk.istyle.co.jp/20241205.pdf https://www.consumer.org.hk/tc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.consumer.org.hk/sc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840 https://www.watsons.com.hk/en/all-brands/list/114206/neutrogena?masterBrandCode=114206 https://www.sephora.hk/categories/skincare/moisturiser?page=6 https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352 https://mentholatum.com.hk/products/hadalabo-sh-light-cream-me90601s02 https://www.watsons.com.hk/en/12-12-sale-bration-neutrogena/c/salebration25_neutrogena https://hk.cosme.net/ranking/840 https://www.vanessabeauty.com.hk/categories/cream-and-lotion https://www.wellcome.com.hk/zh-hant/p/%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E6%B0%B4%E5%87%9D%E9%9C%9C%2050GM/i/101382675.html https://www.watsons.com.hk/en/mother-baby/baby-cream/c/060603 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/en/christmas-and-new-year-sale/c/christmas25_all https://www.nuskin.com/content/dam/office/gc/HK/zh/Product_training_materials/product-qna-training.pdf https://www.nuskin.com/content/dam/HK/Velocity/forms/nuskin-product-catalogue-zh.pdf https://hkbizcenter.amway.com.hk/cms/attachment/preview/2021/9/24/%E9%9B%85%E5%A7%BF%E6%A4%8D%E8%90%83%E6%BB%8B%E9%A4%8A%E7%B3%BB%E5%88%97%E7%94%A2%E5%93%81%E5%B0%8F%E5%86%8A%E5%AD%90__ea871c65f65446dc8fd23a01deeb7c66.pdf?openExternalBrowser=1 https://www.nuskin.com/content/dam/HK/Velocity/forms/04133179-HK-202107.pdf https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840?utm_source=openai https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid?utm_source=openai https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini?utm_source=openai https://www.kiehls.com.hk/en/?utm_source=openai
intent_02_my-skin-gets-very-dry-and-itchy-especially-in-co__chatgpt__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:57.456Z	完成	https://www.watsons.com.hk/zh-hk/all-brands/list/142487/cerave https://www.watsons.com.hk/en/cerave-facial-moisturizing-lotion-52ml/p/BP_244332 https://www.watsons.com.hk/en/all-brands/list/142487/cerave https://www.watsons.com.hk/en/selected-items-offer/c/0323_cerave https://www.watsons.com.hk/zh-cn/%E4%BA%A7%E5%93%81/c/1?text=%3AproductBrandCode%3Acategory%3A010000%3AproductBrandCode%3A142487 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8cerave%E7%9A%87%E7%89%8C%E6%BD%A4%E8%86%9A%E9%9C%B2/c/0408_cerave_fb https://www.watsons.com.hk/en/merry-giftmas-lac/c/merry_giftmas_lac https://www.watsons.com.hk/zh-hk/%E9%86%AB%E5%AD%B8%E8%AD%B7%E8%86%9A-%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/loreal_derm_face_care https://www.cosmopolitan.com.hk/beauty/300-face-cream https://www.watsons.com.hk/en/purchases-selected-skincare-items-over-299-will-get-1pc-of-la-roche-posay-toleriane-qd-lotion-50ml/c/popwats_skin_1218 https://www.watsons.com.hk/zh-hk/%E9%95%B7%E6%95%88%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-52ml/p/BP_244332 https://eshop.nurse.org.hk/personal-care/facial-care/facial-cream.html https://is-retailhk.istyle.co.jp/20241205.pdf https://www.reddit.com/r/beautyph/comments/1wn69a5/face_moisturizer_suggestions/ https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E6%B5%B7%E5%A4%96%E7%BE%8E%E5%A6%86%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.reddit.com/r/beautyph/comments/1wnytzk/vouch_for_your_triedandtested_moisturizer_pls/ https://www.reddit.com/r/kokeRECENZIRAJU/comments/1uyitgw/la_roche_posay_vs_hada_labo/ https://aigc.idigital.com.cn/djyanbao/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6-2024-12-24.pdf https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddiction/comments/1jks0ir https://www.reddit.com/r/beautytalkph/comments/1p85rfg/skincare_thread_november_28_2025/ https://www.reddit.com/r/PakistaniSkincare/comments/1uxi469/best_skincare_recsinternational/ https://www.reddit.com/r/beautytalkph/comments/1uhr1cr/need_a_good_moisturizer_reco/ https://www.reddit.com/r/skincareexchange/comments/17o98jj https://www.reddit.com/r/beautyph/comments/1pkozzt/hydrating_moisturizer_recommendation/ https://www.reddit.com/r/AusSkincare/comments/1gx832m https://www.reddit.com/r/AusSkincare/comments/1t0hkcs/removed/ https://www.reddit.com/r/Fungalacne/comments/laar2u https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E7%94%A2%E5%93%81%E5%84%AA%E6%83%A0/c/hadalabo_1010 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/zh-hk/%25E7%25BE%258E%25E8%2582%258C%25E8%25AD%25B7%25E8%2586%259A/%25E6%25BD%25A4%25E8%2586%259A/c/010201 https://www.watsons.com.hk/zh-hk/promo-derma_campaign https://www.watsons.com.hk/zh-hk/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/010402?masterBrandCode=138029 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E5%8F%8A%E7%BE%8E%E5%A6%9D%E7%94%A2%E5%93%81/c/skin_0206 https://www.watsons.com.hk/zh-hk/all-brands/list/133443/%E8%82%8C%E7%A0%94?masterBrandCode=133443 https://www.watsons.com.hk/zh-hk/c/hot_100 https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E7%94%A2%E5%93%81-199%E6%8F%9B%E8%B3%BC/c/tn_beaty_0409 https://www.watsons.com.hk/zh-hk/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8-physiogel-%E4%BD%8E%E6%95%8F%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E5%84%AA%E6%83%A0%E8%A3%9D-150%E6%AF%AB%E5%8D%87-75%E6%AF%AB%E5%8D%87/p/BP_821374 https://www.watsons.com.hk/zh-hk/c/hot_100?utm_source=openai https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8?utm_source=openai
intent_03_i-have-oily-acne-prone-skin-and-keep-getting-pim__chatgpt__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:28.770Z	完成	https://www.cerave.hk/en-hk/our-products/facial-moisturizers/pm-facial-moisturizing-lotion https://www.laroche-posay.hk/toleriane https://www.cerave.hk/faq https://www.cerave.hk/en-HK https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://hk.iherb.com/pr/vanicream-moisturizing-cream-for-sensitive-skin-fragrance-free-2-oz-57-g/108532 https://hk.iherb.com/c/vanicream/categories https://hk.iherb.com/r/vanicream-daily-facial-moisturizer-for-sensitive-skin-fragrance-free-3-fl-oz-89-ml/108535 https://www.laroche-posay.hk/article/skin-allergy-treatment https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.larocheposay-th.com/-/media/project/loreal/brand-sites/lrp/apac/th/simple-page/better-skin-throughout-cancer/lrp-oncology-skin-side-effects-patient-guide-a5-ld-eng.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201411.pdf https://www.ipd.gov.hk/hkipjournal/22122017/0000000804_1_1.pdf https://www.fmshk.org.hk/database/hkmd/mdapr2025.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1nakc2o https://7157e75ac0509b6a8f5c-5b19c577d01b9ccfe75d2f9e4b17ab55.ssl.cf1.rackcdn.com/UMDNEQBT-PDF-3-540664-4476138154.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201811.pdf https://www.reddit.com/r/Skincare_Addiction/comments/1ip7gtc https://www.reddit.com/r/SkinbarrierLovers/comments/1swxuxk/community_brand_review_vanicream/ https://www.reddit.com/r/Rosacea/comments/1doroyi https://www.reddit.com/r/VeganBeauty/comments/1i8dnfq/bland_fragrancefree_nonirritating_moisturizer/ https://www.reddit.com/r/VeganBeauty/comments/1q1qzrj/bland_fragrancefree_moisturizer_sunscreen/ https://www.reddit.com/r/SkincareAddiction/comments/1blmc6h https://www.reddit.com/r/Allergies/comments/1kiz730 https://www.reddit.com/r/CanSkincare/comments/1j3dxem https://www.reddit.com/r/u_ShopandPlay/comments/16z6ocf https://www.reddit.com/r/bestbeautybuys/comments/1gajfr4 https://www.reddit.com/r/Hong_Kong/comments/1tke1oy/is_this_store_authentic/ https://www.whowhatwear.com/best-drugstore-moisturizers-for-dry-skin https://www.marieclaire.com/beauty/skincare/best-eczema-face-creams/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://www.womanandhome.com/beauty/skincare/best-moisturizers-for-dry-skin/ https://www.whowhatwear.com/moisturisers-for-sensitive-skin https://en.wikipedia.org/wiki/CeraVe https://www.aad.org/public/everyday-care/skin-care-secrets/prevent-skin-problems/test-skin-care-products/ https://www.bioderma.hk/en/our-products/atoderm/creme https://www.aad.org/public/diseases/eczema/types/atopic-dermatitis/atopic-dermatitis-coping https://www.cetaphil.com.hk/en/moisturizing-cream/023843.html https://www.cetaphil.com.hk/en/soothing-comforting-cica-calming-face-cream/053067.html https://www.bioderma.hk/our-products/atoderm/qiangxiaozirunxiuhushuang https://www.aad.org/public/everyday-care/skin-care-basics/dry/pick-moisturizer https://www.cetaphil.com.hk/en/cetaphil-ultra-nourishing-body-treatment-oil/085063.html https://www.cetaphil.com.hk/en/skincare-tips/sensitive-skin-care-guide.html https://www.cetaphil.com.hk/en/healthy-renew-day-cream-spf30/084688.html https://www.cetaphil.com.hk/ https://www.cetaphil.com.hk/en/skincare-tips/face-and-body-cream-vs-lotion-whats-the-difference.html https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Allergist%20Resources/Statements%20and%20Practice%20Parameters/JTF-Atopic-Dermatitis-Guideline-2023-07-31-2026.pdf https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Practice%20Management/Running%20a%20Practice/Patch-testing-slides-2022.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1cxd42p https://www.iao.org/assets/docs/IAO-Magzine-september-2024.pdf https://www.pierrefabreconnect.com/media/marketing/assets/Tolerance_Control_Skin_Recovery_Cream_-_PDS.pdf https://nationaleczema.org/wp-content/uploads/2024/07/NEA_Magazine_Summer2024_D01-WEB.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1pz8e4a/high_quality_medical_grade_beauty_products/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1kye0kh https://www.reddit.com/r/FragranceFreeBeauty/comments/1idegbg https://www.reddit.com/r/FragranceFreeBeauty/comments/1p0pxun/need_help_building_a_fully_fragrance_free/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1k701jq https://www.reddit.com/r/SkincareAddictionLux/comments/1mtrxui https://www.reddit.com/r/FragranceFreeBeauty/comments/1vrt2cz/sensitiveskin_people_what_product_took_you_the/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ip7r28/please_tell_me_your_fav_fragrancefree_nofrills/ https://www.whowhatwear.com/best-moisturizers-for-combination-skin https://en.wikipedia.org/wiki/Vbeaut%C3%A9 https://www.reddit.com/r/FragranceFreeBeauty/comments/1rxdn7o/questions_for_anyone_who_has_done_patch_testing/ https://www.reddit.com/r/FragranceFreeBeauty/comments/ykorji https://www.marieclaire.com/beauty/news/g4432/best-face-moisturizer/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ek4hzd https://www.whowhatwear.com/best-body-lotions https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/restorative-treatments https://www.eau-thermale-avene.hk/en_hk https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-sensitive-skin https://www.avenederm.com/media/marketing/assets/Avene_Product_Manual_0423_Final3_DIGITAL.pdf https://www.watsons.com.hk/en/avene-tolerance-control-soothing-skin-recovery-cream/p/BP_807354 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.avenederm.com/media/businessassets/merchandising_pdf/AVD_ToleranceControl_10x10_P0006858_Digital.pdf https://www.avenederm.com/media/businessassets/merchandising_pdf/Tolerance_Control_Flyer.pdf https://www.yohohongkong.com/en-us/product/239734-Tolerance-Control-Cream-40ml https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.laroche-posay.hk/article/skin-rashes-that-itch-how-to-treat-allergic-reaction-rash-on-face https://www.e-concierge-avenehk.com/en/categories/tolerance-1 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-adults https://www.reddit.com/r/FragranceFreeBeauty/comments/1pd5g40/avene_cicalfate_cream_not_truly_fragrance_free/ https://www.reddit.com/r/EuroSkincare/comments/1moz3cv https://www.reddit.com/r/crueltyfree/comments/1nn712d/vanicream_la_roche_posay_avene_alternatives/ https://www.reddit.com/r/Rosacea/comments/z0e2xf https://www.reddit.com/r/beautyph/comments/1v7yi71/does_anyone_know_where_to_buy_avene_tolerance/ https://www.reddit.com/r/Rosacea/comments/1jaravf https://www.reddit.com/r/Rosacea/comments/1foqewu https://www.reddit.com/r/BeautyUnlocked/comments/1tcvpk3/my_holy_grail_moisturizer_got_discontinued_and_im/ https://www.reddit.com/r/SkincareAddictionLux/comments/1onultm https://www.reddit.com/r/EuroSkincare/comments/1e2yyf5 https://www.reddit.com/r/EuroSkincare/comments/196leoq/avene_tolerance_extreme_dupes/ https://www.reddit.com/r/Rosacea/comments/1uwq57q/av%C3%A8ne_tolerance_control_soothing_skin_recovery/ https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00?utm_source=openai
intent_01_what-kind-of-cleanser-should-i-use-for-sensitive__claude__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:27.244Z	完成	https://lgbeauty.com/blog/best-lightweight-moisturizers-for-humid-weather https://lovelybeauty.blog/best-lightweight-moisturizers-for-humid-climate/ https://fashionide.com/vetted/13-best-lightweight-summer-moisturizers-in-2026/ https://smytten.com/blogs/skincare/7-best-humidity-friendly-moisturizers-for-women https://lgbeauty.com/blog/top-moisturizers-for-hot-humid-climates https://theblissfulstudio.com/vetted/14-best-hydrating-facial-moisturizers-in-2026/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.tirabeauty.com/article/articles/best-k-beauty-gel-moisturisers-for-humid-and-oily-skin https://www.gopicky.com/discussion/94905/moisturizer-in-a-humid-country https://www.scmp.com/magazines/post-magazine/fashion/article/2151489/four-light-moisturisers-sticky-hong-kong-summers
intent_01_what-kind-of-cleanser-should-i-use-for-sensitive__gemini__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:16:38.240Z	完成
intent_04_how-do-i-choose-skincare-for-atopic-prone-skin-w__chatgpt__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:52.531Z	完成	https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-refill-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-intensive-cream-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-emulsion-120ml-for-dry-skin.html https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/tc_l/111960599.html https://hk.laneige.com/en_l/skincare/line/water-bank.html https://kiehls.eshops.hk/zh/skincare/super-multi-corrective-soft-cream https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-eye-cream-25ml-111960142.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-eye-cream-25ml.html?is_reco_item=1 https://www.youtube.com/watch?v=Ljw-gKL6wI0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/SkyBoutique_202507_09.pdf https://promotion.evaair.com/eBook_Mall/e-books/Sky_Shop/012025/EVASkyShopDutyFreeBrochure.pdf https://strapi-assets.tigerairtw.com/2026_Q1_Tiger_Shop12_19_097542054d.pdf https://www.youtube.com/watch?v=KqK65bvsch0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/65ad919867d4489abfca5bf22f9ea885-0001-converted.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.legco.gov.hk/yr15-16/chinese/counmtg/papers/cm20151104-sp021-ec.pdf https://www.reddit.com/r/u_Ok-Definition-6930/comments/1foaeaz https://www.reddit.com/r/SkincareAddiction/comments/1fb1fc4 https://www.reddit.com/r/beautytalkph/comments/185sbvf https://www.reddit.com/r/EuroSkincare/comments/1h149k4/kiehls_products_yay_or_nay/ https://www.reddit.com/r/PanPorn/comments/f2xrkw https://www.reddit.com/r/SkincareAddiction/comments/1b0qkbs/review_fyi_the_new_formula_for_kiehls_ultra/ https://www.reddit.com/r/SkinbarrierLovers/comments/1t4aahv/lets_be_honest_kiehls_ultra_facial_cream/ https://www.reddit.com/r/AsianBeauty/comments/yetkez https://www.reddit.com/r/beautyph/comments/1w1k7b5/kiehls_products_thread/ https://www.reddit.com/r/u_peaklifestyleadmin/comments/1uas4ly/kiehls_ultra_facial_cream_review_2026_is_this/ https://www.reddit.com/r/Ulta/comments/1cminqn https://www.reddit.com/r/30PlusSkinCare/comments/1809b9y/m34_coming_from_kiehls_ultra_facial_cream/ https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml https://www.clinique.com.hk/the-clinique-lab https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.clinique.com.hk/products/1605/Makeup/Lipsticks https://www.clinique.com.hk/en-hk/product/1605/64269/makeup/lipsticks/moisture-surgetm-lip-treatment https://www.clinique.com.hk/en-hk/product/1609/45042/mens/clinique-for-mentm-maximum-hydrator-72-hour-auto-replenishing-hydrator https://www.clinique.com.hk/lines-wrinkles-skin-care-clinique https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com.hk/product/1667/126187/skin-care/smart-clinical-repairtm-overnight-recovery-cream-mask https://www.clinique.com.hk/product/1687/4977/skin-care/moisturizers/acne-solutions-all-over-clearing-treatment https://www.clinique.com.hk/see-all/hub-article-type/pretty-easy https://www.clinique.com.hk/media/export/cms/pdf/English_ExNA_SonicBrush_Enclosure.pdf https://www.bioderma.hk/en/our-products/hydrabio/gel-creme https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-dermallergo-fluid-40ml/p/BP_810269 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/hydrating-treatments https://www.laroche-posay.hk/toleriane https://www.e-concierge-avenehk.com/en/categories/60a1d3ae916c0a0020cb5d3a?limit=48&order_by=&page=1&sort_by= https://www.bioderma.hk/en/skincare https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://mentholatum.com.hk/collections/%E4%BF%9D%E6%BF%95%E6%BD%A4%E6%BE%A4/products/hadalabo-premium-essence-milk-me90601plk https://www.pns.hk/en/all-brands/b/133443/%E8%82%8C%E7%A0%94 https://mentholatum.com.hk/collections/%E8%82%8C%E7%A0%94-hada-labo https://www.reddit.com/r/SkincareAddiction/comments/1s57fva/product_question_hada_labo_gokujyun_hyaluronic/ https://viviancorp.com/wp-content/uploads/2020/05/Bioderma-Catalogue.pdf https://www.reddit.com/r/EuroSkincare/comments/1one3lr/alternatives_for_toleriance_dermallergo_fluide/ https://www.reddit.com/r/EuroSkincare/comments/1k1d3si/looking_for_alternatives_to_la_roche_posay/ https://uk.lorealdermatologicalbeautypartnershop.com/on/demandware.static/-/Library-Sites-SharedLibrary-UK-IE/default/dwba78cefc/Page%20Designer/2025/LRP%202025%20FULL%20CATALOGUE%20.pdf https://www.reddit.com/r/EuroSkincare/comments/1191v6n https://www.reddit.com/r/SkincareAddiction/comments/1ev4u34 https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/EuroSkincare/comments/1i4c843/alternatives_to_lrp_toleriane_sensitive_fluid/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1qtu98w/alternatives_to_the_toleriane_ultra_fluid_that/ https://www.reddit.com/r/AsianBeauty/comments/hrh6og https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/AsianBeauty/comments/1cg8zx8/whats_your_favourite_hada_labo_moisturizeremulsion/ https://www.linkhk.com/SpecialInfo/ShatinOuting/Ebooklet.pdf https://www.drugoffice.gov.hk/eps/upload/eps_news/53136/ZH/1/News%20bulletin%2028%20Mar%202024%20%28Unauthorised%20skin%20products%29.pdf https://rohto.com.vn/images/rohto-product-catalogue-20220524.pdf https://www.hkexnews.hk/listedco/listconews/sehk/2025/0326/2025032601418.pdf https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://en.wikipedia.org/wiki/Hada_Labo https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml?utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1&utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid?utm_source=openai https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00?utm_source=openai
intent_02_my-skin-gets-very-dry-and-itchy-especially-in-co__claude__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:46.727Z	完成	https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/415 https://www.elle.com.hk/beauty_and_health/best-30-moisturizers https://topick.hket.com/article/4055179/%E6%B6%88%E5%A7%94%E6%9C%83%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B%EF%B8%B1%E6%B6%88%E5%A7%94%E6%9C%83%E6%B8%AC%E8%A9%A617%E6%AC%BE%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E9%AB%98%E5%88%86%E6%8E%A8%E8%96%A6%E6%A6%9C%E5%96%AE%E3%80%80CLINIQUE-BIOTHERM-DR.%20WU-VICHY-OLAY%E4%B8%8A%E6%A6%9C%E3%80%80%E5%B9%B3%E5%83%B9%E7%99%BE%E5%85%83%E9%9D%A2%E9%9C%9C%E5%8B%9D%E5%B0%88%E6%AB%83-630%E7%94%A2%E5%93%81 https://www.lifeclub.com.hk/blog/posts/blog-hydration-2026 https://www.sephora.hk/categories/skincare/moisturiser https://www.watsons.com.hk/en/beauty/moisturizer/c/010201 https://www.timeout.com/hong-kong/shopping/best-affordable-cheap-skincare-beauty-products-hong-kong https://www.kiehls.com.hk/en_HK/category/moisturizers https://www.sephora.hk/categories/skincare/moisturiser/day-moisturiser https://www.voguehk.com/en/article/beauty/best-hong-kong-beauty-skincare-brands/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.watsons.com.hk/en/personal-care/body-lotion/c/030102 https://www.sephora.hk/categories/skincare/moisturiser/night-cream
intent_02_my-skin-gets-very-dry-and-itchy-especially-in-co__gemini__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:05.569Z	完成
intent_03_i-have-oily-acne-prone-skin-and-keep-getting-pim__claude__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:59.726Z	完成	https://mustelahk.store/en/products/%E8%B6%85%E4%BD%8E%E6%95%8F-%E7%84%A1%E9%A6%99%E6%96%99%E6%B0%B4%E4%BB%BD%E6%BD%A4%E9%9D%A2%E9%9C%9C https://www.mschusoapandbeaut.com/en-us/collections/sensitive-skin https://www.qvskincare.com/hk/en.html https://www.wonderflaw.com/14-fragrance-free-moisturizers-that-are-gentle-on-sensitive-skin/ https://www.sassyhongkong.com/beauty-eco-ethical-local-hk-brand-skincare-makeup/ https://www.sassyhongkong.com/beauty-best-spf-moisturisers-every-skin-type/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://lowens.ca/blogs/seo-news/fragrance-free-moisturiser-7-best-options-for-sensitive-skin-care-1260-67 https://bluemercury.com/pages/shop-fragrance-free-moisturizers https://www.stylecraze.com/articles/best-fragrance-free-moisturizers/ https://www.bonjoutbeauty.com/blogs/guides/10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026 https://radiantcarepicks.com/the-10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://theglowwithgrace.com/best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://clevergirlreviews.com/best-fragrance-free-face-moisturizers/ https://ninjachoice.blog/best-fragrance-free-body-moisturizer/ https://skinoptimizer.com/moisturizers-for-sensitive-skin/ https://thebeautyradar.com/best-fragrance-free-moisturizer/ https://creativelens.blog/best-fragrance-free-moisturizer-for-sensitive-skin/
intent_03_i-have-oily-acne-prone-skin-and-keep-getting-pim__gemini__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:27.811Z	完成
intent_04_how-do-i-choose-skincare-for-atopic-prone-skin-w__claude__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:17:12.263Z	完成	https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.buzzfeed.com/lily_burrill/hydrating-moisturizers-reviewers-love-in-colder-months https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/260 https://www.koreanbeautysecret.com.hk/blog/%E5%A4%8F%E6%97%A5%E5%95%AB%E5%96%B1%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6%EF%BC%81%E4%BF%9D%E6%BF%95%E4%B8%8D%E6%B2%B9%E7%AC%A0%E3%80%81%E6%B8%85%E7%88%BD%E4%B8%8D%E8%87%B4%E7%97%98%EF%BC%81 https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.sorra.net/category/%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://hk.cosme.net/ranking/415
intent_04_how-do-i-choose-skincare-for-atopic-prone-skin-w__gemini__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:51.128Z	完成

公开观察背景

原始报告 · 确切报告快照

产品: Avène
观察语言: en-US
地区: Hong Kong
买家问题: 4
已保留叙述回答: 12
已完成叙述回答: 12
辅助搜索: 4
完整叙述观察时段（UTC）: 2026-10-19T19:16:27.244Z — 2026-10-19T19:17:52.531Z
按日期的叙述数量（UTC）: 2026-10-19: 12
报告生成时间: 2026-10-20T02:52:03.858Z
网站来源采集时间: 2026-10-20T02:49:11.794Z
叙述模型: chatgpt: openai/gpt-6-luna; claude: anthropic/claude-haiku-5.5; gemini: google/gemini-3.7-flash

原始观察标识

观察标识码	原始问题	AI／模型	观察时间	状态	来源链接
intent_01_my-skin-feels-tight-and-looks-dull-even-after-i-__chatgpt__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:37.403Z	完成	https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://www.clinique.com.hk/the-clinique-lab https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com/skincare-all?collection=moisture_surge_collection https://www.cetaphil.com.hk/en/soothing-gel-cream-with-aloe/052336.html https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.sephora.hk/brands/clinique/skincare/moisturiser https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?gclsrc=aw.ds&pr_rd_page=8&size=125ml https://www.clinique.com/dry-skin-solutions-skincare?msockid=1ea2a420331a6453009db2ed32e26591 https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?msockid=3a824ba7de6e61530aad5bd6dfe6604b&pr_rd_page=9&size=1oz_%2F_30ml https://hk.ozcosmetics.com/Clinique-Moisture-Surge https://www.clinique.cl/products/26707/skin-care/moisturizers/moisture-surge https://www.eng.cuhk.edu.hk/wp-content/uploads/Exemplary_Capstone_Projects_2022.pdf https://www.ipd.gov.hk/hkipjournal/02112018/0000000849_1_1.pdf https://www.nuskin.com/content/dam/HK/products/leaflet/2022/Nutricentials_eLeaflet_Design_May_2022.pdf https://tmng-al.uspto.gov/resting2/api/casedoc/cms/case/99263807/office-action/OfficeAction8123292.pdf https://www.reddit.com/r/Clinique/comments/1t2nqz0/want_to_go_back_to_clinique_help_me_out/ https://www.nacomigroup.com/_files/ugd/f76972_08219ff60b33400ba360ead486ea4365.pdf https://www.reddit.com/r/u_Clinique/comments/1tjr5io/redditors_we_love_hearing_all_of_your_metaphors/ https://novamber.hk/wp-content/uploads/2025/04/NOVamber-Products-Presentation-Skin-Series-15-Slides.pdf https://www.reddit.com/r/CosmeticsCompanyBox/comments/1x706d8/1015/ https://www.reddit.com/r/PanPorn/comments/1qjywbw/clinique_moisture_surge_and_all_about_eyes/ https://www.reddit.com/r/Ulta/comments/1d2js6g https://www.reddit.com/r/AsianBeauty/comments/1fccjll/holy_grail_thinnest_moisturizer_for_super/ https://www.reddit.com/r/SkincareAddiction/comments/1j7thq0/product_question_is_the_clinique_moisture_surge/ https://www.reddit.com/r/makeupdupes/comments/1ka6axj/clinique_moisture_surge/ https://www.reddit.com/r/SkincareAddiction/comments/1edys90 https://www.reddit.com/r/AsianBeauty/comments/zrrm7k/korean_alternative_to_clinique_moisture_surge/ https://www.reddit.com/r/skincareexchange/comments/18xhsi2 https://www.reddit.com/r/SGSkincare/comments/1wym1o3/what_are_some_light_moisturizers_that_are_not/ https://www.whowhatwear.com/beauty/skin/best-gel-moisturisers https://www.whowhatwear.com/beauty/skin/best-collagen-jelly-cream https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.whowhatwear.com/best-korean-moisturizers https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay.hk/toleriane https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.laroche-posay.hk/article/skin-allergy-sensitive-skin-and-reactive-skin https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.kiehls.com.hk/en/ https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?uiel=Desktop https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368 https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?schema=watsonshk%3A%2F%2Fwtchk%2FCOLORMEPRODUCT%2FBP_217368 https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://www.muji.com.hk/upload/files/new_product_department/20191231145232_110.pdf https://www.muji.com.hk/upload/files/new_product_department/20220623174630_139.pdf https://www.reddit.com/r/EuroSkincare/comments/l5i886 https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddictionUK/comments/m1rgb0 https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1lj7n6k https://www.reddit.com/r/SkincareAddictionUK/comments/t5by1t/has_lrp_toleriane_ultra_fluid_been_discontinued/ https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/KoreanBeauty/comments/1kqi0ky https://www.reddit.com/r/EuroSkincare/comments/1192rhu https://www.reddit.com/r/Makeup/comments/1rux3zq/replacement_for_la_rocheposay_toleriane_sensitive/ https://www.reddit.com/r/Rosacea/comments/sthk4h https://www.reddit.com/r/Fungalacne/comments/njsacn/anyone_have_issues_with_la_rocheposay_toleriane/ https://is-retailhk.istyle.co.jp/20241205.pdf https://www.consumer.org.hk/tc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.consumer.org.hk/sc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840 https://www.watsons.com.hk/en/all-brands/list/114206/neutrogena?masterBrandCode=114206 https://www.sephora.hk/categories/skincare/moisturiser?page=6 https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352 https://mentholatum.com.hk/products/hadalabo-sh-light-cream-me90601s02 https://www.watsons.com.hk/en/12-12-sale-bration-neutrogena/c/salebration25_neutrogena https://hk.cosme.net/ranking/840 https://www.vanessabeauty.com.hk/categories/cream-and-lotion https://www.wellcome.com.hk/zh-hant/p/%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E6%B0%B4%E5%87%9D%E9%9C%9C%2050GM/i/101382675.html https://www.watsons.com.hk/en/mother-baby/baby-cream/c/060603 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/en/christmas-and-new-year-sale/c/christmas25_all https://www.nuskin.com/content/dam/office/gc/HK/zh/Product_training_materials/product-qna-training.pdf https://www.nuskin.com/content/dam/HK/Velocity/forms/nuskin-product-catalogue-zh.pdf https://hkbizcenter.amway.com.hk/cms/attachment/preview/2021/9/24/%E9%9B%85%E5%A7%BF%E6%A4%8D%E8%90%83%E6%BB%8B%E9%A4%8A%E7%B3%BB%E5%88%97%E7%94%A2%E5%93%81%E5%B0%8F%E5%86%8A%E5%AD%90__ea871c65f65446dc8fd23a01deeb7c66.pdf?openExternalBrowser=1 https://www.nuskin.com/content/dam/HK/Velocity/forms/04133179-HK-202107.pdf https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840?utm_source=openai https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid?utm_source=openai https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini?utm_source=openai https://www.kiehls.com.hk/en/?utm_source=openai
intent_01_my-skin-feels-tight-and-looks-dull-even-after-i-__claude__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:27.244Z	完成	https://lgbeauty.com/blog/best-lightweight-moisturizers-for-humid-weather https://lovelybeauty.blog/best-lightweight-moisturizers-for-humid-climate/ https://fashionide.com/vetted/13-best-lightweight-summer-moisturizers-in-2026/ https://smytten.com/blogs/skincare/7-best-humidity-friendly-moisturizers-for-women https://lgbeauty.com/blog/top-moisturizers-for-hot-humid-climates https://theblissfulstudio.com/vetted/14-best-hydrating-facial-moisturizers-in-2026/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.tirabeauty.com/article/articles/best-k-beauty-gel-moisturisers-for-humid-and-oily-skin https://www.gopicky.com/discussion/94905/moisturizer-in-a-humid-country https://www.scmp.com/magazines/post-magazine/fashion/article/2151489/four-light-moisturisers-sticky-hong-kong-summers
intent_01_my-skin-feels-tight-and-looks-dull-even-after-i-__gemini__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:16:38.240Z	完成
intent_02_i-have-sensitive-skin-and-need-a-daily-face-crea__chatgpt__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:57.456Z	完成	https://www.watsons.com.hk/zh-hk/all-brands/list/142487/cerave https://www.watsons.com.hk/en/cerave-facial-moisturizing-lotion-52ml/p/BP_244332 https://www.watsons.com.hk/en/all-brands/list/142487/cerave https://www.watsons.com.hk/en/selected-items-offer/c/0323_cerave https://www.watsons.com.hk/zh-cn/%E4%BA%A7%E5%93%81/c/1?text=%3AproductBrandCode%3Acategory%3A010000%3AproductBrandCode%3A142487 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8cerave%E7%9A%87%E7%89%8C%E6%BD%A4%E8%86%9A%E9%9C%B2/c/0408_cerave_fb https://www.watsons.com.hk/en/merry-giftmas-lac/c/merry_giftmas_lac https://www.watsons.com.hk/zh-hk/%E9%86%AB%E5%AD%B8%E8%AD%B7%E8%86%9A-%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/loreal_derm_face_care https://www.cosmopolitan.com.hk/beauty/300-face-cream https://www.watsons.com.hk/en/purchases-selected-skincare-items-over-299-will-get-1pc-of-la-roche-posay-toleriane-qd-lotion-50ml/c/popwats_skin_1218 https://www.watsons.com.hk/zh-hk/%E9%95%B7%E6%95%88%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-52ml/p/BP_244332 https://eshop.nurse.org.hk/personal-care/facial-care/facial-cream.html https://is-retailhk.istyle.co.jp/20241205.pdf https://www.reddit.com/r/beautyph/comments/1wn69a5/face_moisturizer_suggestions/ https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E6%B5%B7%E5%A4%96%E7%BE%8E%E5%A6%86%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.reddit.com/r/beautyph/comments/1wnytzk/vouch_for_your_triedandtested_moisturizer_pls/ https://www.reddit.com/r/kokeRECENZIRAJU/comments/1uyitgw/la_roche_posay_vs_hada_labo/ https://aigc.idigital.com.cn/djyanbao/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6-2024-12-24.pdf https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddiction/comments/1jks0ir https://www.reddit.com/r/beautytalkph/comments/1p85rfg/skincare_thread_november_28_2025/ https://www.reddit.com/r/PakistaniSkincare/comments/1uxi469/best_skincare_recsinternational/ https://www.reddit.com/r/beautytalkph/comments/1uhr1cr/need_a_good_moisturizer_reco/ https://www.reddit.com/r/skincareexchange/comments/17o98jj https://www.reddit.com/r/beautyph/comments/1pkozzt/hydrating_moisturizer_recommendation/ https://www.reddit.com/r/AusSkincare/comments/1gx832m https://www.reddit.com/r/AusSkincare/comments/1t0hkcs/removed/ https://www.reddit.com/r/Fungalacne/comments/laar2u https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E7%94%A2%E5%93%81%E5%84%AA%E6%83%A0/c/hadalabo_1010 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/zh-hk/%25E7%25BE%258E%25E8%2582%258C%25E8%25AD%25B7%25E8%2586%259A/%25E6%25BD%25A4%25E8%2586%259A/c/010201 https://www.watsons.com.hk/zh-hk/promo-derma_campaign https://www.watsons.com.hk/zh-hk/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/010402?masterBrandCode=138029 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E5%8F%8A%E7%BE%8E%E5%A6%9D%E7%94%A2%E5%93%81/c/skin_0206 https://www.watsons.com.hk/zh-hk/all-brands/list/133443/%E8%82%8C%E7%A0%94?masterBrandCode=133443 https://www.watsons.com.hk/zh-hk/c/hot_100 https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E7%94%A2%E5%93%81-199%E6%8F%9B%E8%B3%BC/c/tn_beaty_0409 https://www.watsons.com.hk/zh-hk/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8-physiogel-%E4%BD%8E%E6%95%8F%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E5%84%AA%E6%83%A0%E8%A3%9D-150%E6%AF%AB%E5%8D%87-75%E6%AF%AB%E5%8D%87/p/BP_821374 https://www.watsons.com.hk/zh-hk/c/hot_100?utm_source=openai https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8?utm_source=openai
intent_02_i-have-sensitive-skin-and-need-a-daily-face-crea__claude__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:46.727Z	完成	https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/415 https://www.elle.com.hk/beauty_and_health/best-30-moisturizers https://topick.hket.com/article/4055179/%E6%B6%88%E5%A7%94%E6%9C%83%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B%EF%B8%B1%E6%B6%88%E5%A7%94%E6%9C%83%E6%B8%AC%E8%A9%A617%E6%AC%BE%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E9%AB%98%E5%88%86%E6%8E%A8%E8%96%A6%E6%A6%9C%E5%96%AE%E3%80%80CLINIQUE-BIOTHERM-DR.%20WU-VICHY-OLAY%E4%B8%8A%E6%A6%9C%E3%80%80%E5%B9%B3%E5%83%B9%E7%99%BE%E5%85%83%E9%9D%A2%E9%9C%9C%E5%8B%9D%E5%B0%88%E6%AB%83-630%E7%94%A2%E5%93%81 https://www.lifeclub.com.hk/blog/posts/blog-hydration-2026 https://www.sephora.hk/categories/skincare/moisturiser https://www.watsons.com.hk/en/beauty/moisturizer/c/010201 https://www.timeout.com/hong-kong/shopping/best-affordable-cheap-skincare-beauty-products-hong-kong https://www.kiehls.com.hk/en_HK/category/moisturizers https://www.sephora.hk/categories/skincare/moisturiser/day-moisturiser https://www.voguehk.com/en/article/beauty/best-hong-kong-beauty-skincare-brands/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.watsons.com.hk/en/personal-care/body-lotion/c/030102 https://www.sephora.hk/categories/skincare/moisturiser/night-cream
intent_02_i-have-sensitive-skin-and-need-a-daily-face-crea__gemini__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:05.569Z	完成
intent_03_i-want-a-moisturizer-that-gives-lasting-hydratio__chatgpt__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:28.770Z	完成	https://www.cerave.hk/en-hk/our-products/facial-moisturizers/pm-facial-moisturizing-lotion https://www.laroche-posay.hk/toleriane https://www.cerave.hk/faq https://www.cerave.hk/en-HK https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://hk.iherb.com/pr/vanicream-moisturizing-cream-for-sensitive-skin-fragrance-free-2-oz-57-g/108532 https://hk.iherb.com/c/vanicream/categories https://hk.iherb.com/r/vanicream-daily-facial-moisturizer-for-sensitive-skin-fragrance-free-3-fl-oz-89-ml/108535 https://www.laroche-posay.hk/article/skin-allergy-treatment https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.larocheposay-th.com/-/media/project/loreal/brand-sites/lrp/apac/th/simple-page/better-skin-throughout-cancer/lrp-oncology-skin-side-effects-patient-guide-a5-ld-eng.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201411.pdf https://www.ipd.gov.hk/hkipjournal/22122017/0000000804_1_1.pdf https://www.fmshk.org.hk/database/hkmd/mdapr2025.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1nakc2o https://7157e75ac0509b6a8f5c-5b19c577d01b9ccfe75d2f9e4b17ab55.ssl.cf1.rackcdn.com/UMDNEQBT-PDF-3-540664-4476138154.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201811.pdf https://www.reddit.com/r/Skincare_Addiction/comments/1ip7gtc https://www.reddit.com/r/SkinbarrierLovers/comments/1swxuxk/community_brand_review_vanicream/ https://www.reddit.com/r/Rosacea/comments/1doroyi https://www.reddit.com/r/VeganBeauty/comments/1i8dnfq/bland_fragrancefree_nonirritating_moisturizer/ https://www.reddit.com/r/VeganBeauty/comments/1q1qzrj/bland_fragrancefree_moisturizer_sunscreen/ https://www.reddit.com/r/SkincareAddiction/comments/1blmc6h https://www.reddit.com/r/Allergies/comments/1kiz730 https://www.reddit.com/r/CanSkincare/comments/1j3dxem https://www.reddit.com/r/u_ShopandPlay/comments/16z6ocf https://www.reddit.com/r/bestbeautybuys/comments/1gajfr4 https://www.reddit.com/r/Hong_Kong/comments/1tke1oy/is_this_store_authentic/ https://www.whowhatwear.com/best-drugstore-moisturizers-for-dry-skin https://www.marieclaire.com/beauty/skincare/best-eczema-face-creams/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://www.womanandhome.com/beauty/skincare/best-moisturizers-for-dry-skin/ https://www.whowhatwear.com/moisturisers-for-sensitive-skin https://en.wikipedia.org/wiki/CeraVe https://www.aad.org/public/everyday-care/skin-care-secrets/prevent-skin-problems/test-skin-care-products/ https://www.bioderma.hk/en/our-products/atoderm/creme https://www.aad.org/public/diseases/eczema/types/atopic-dermatitis/atopic-dermatitis-coping https://www.cetaphil.com.hk/en/moisturizing-cream/023843.html https://www.cetaphil.com.hk/en/soothing-comforting-cica-calming-face-cream/053067.html https://www.bioderma.hk/our-products/atoderm/qiangxiaozirunxiuhushuang https://www.aad.org/public/everyday-care/skin-care-basics/dry/pick-moisturizer https://www.cetaphil.com.hk/en/cetaphil-ultra-nourishing-body-treatment-oil/085063.html https://www.cetaphil.com.hk/en/skincare-tips/sensitive-skin-care-guide.html https://www.cetaphil.com.hk/en/healthy-renew-day-cream-spf30/084688.html https://www.cetaphil.com.hk/ https://www.cetaphil.com.hk/en/skincare-tips/face-and-body-cream-vs-lotion-whats-the-difference.html https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Allergist%20Resources/Statements%20and%20Practice%20Parameters/JTF-Atopic-Dermatitis-Guideline-2023-07-31-2026.pdf https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Practice%20Management/Running%20a%20Practice/Patch-testing-slides-2022.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1cxd42p https://www.iao.org/assets/docs/IAO-Magzine-september-2024.pdf https://www.pierrefabreconnect.com/media/marketing/assets/Tolerance_Control_Skin_Recovery_Cream_-_PDS.pdf https://nationaleczema.org/wp-content/uploads/2024/07/NEA_Magazine_Summer2024_D01-WEB.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1pz8e4a/high_quality_medical_grade_beauty_products/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1kye0kh https://www.reddit.com/r/FragranceFreeBeauty/comments/1idegbg https://www.reddit.com/r/FragranceFreeBeauty/comments/1p0pxun/need_help_building_a_fully_fragrance_free/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1k701jq https://www.reddit.com/r/SkincareAddictionLux/comments/1mtrxui https://www.reddit.com/r/FragranceFreeBeauty/comments/1vrt2cz/sensitiveskin_people_what_product_took_you_the/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ip7r28/please_tell_me_your_fav_fragrancefree_nofrills/ https://www.whowhatwear.com/best-moisturizers-for-combination-skin https://en.wikipedia.org/wiki/Vbeaut%C3%A9 https://www.reddit.com/r/FragranceFreeBeauty/comments/1rxdn7o/questions_for_anyone_who_has_done_patch_testing/ https://www.reddit.com/r/FragranceFreeBeauty/comments/ykorji https://www.marieclaire.com/beauty/news/g4432/best-face-moisturizer/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ek4hzd https://www.whowhatwear.com/best-body-lotions https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/restorative-treatments https://www.eau-thermale-avene.hk/en_hk https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-sensitive-skin https://www.avenederm.com/media/marketing/assets/Avene_Product_Manual_0423_Final3_DIGITAL.pdf https://www.watsons.com.hk/en/avene-tolerance-control-soothing-skin-recovery-cream/p/BP_807354 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.avenederm.com/media/businessassets/merchandising_pdf/AVD_ToleranceControl_10x10_P0006858_Digital.pdf https://www.avenederm.com/media/businessassets/merchandising_pdf/Tolerance_Control_Flyer.pdf https://www.yohohongkong.com/en-us/product/239734-Tolerance-Control-Cream-40ml https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.laroche-posay.hk/article/skin-rashes-that-itch-how-to-treat-allergic-reaction-rash-on-face https://www.e-concierge-avenehk.com/en/categories/tolerance-1 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-adults https://www.reddit.com/r/FragranceFreeBeauty/comments/1pd5g40/avene_cicalfate_cream_not_truly_fragrance_free/ https://www.reddit.com/r/EuroSkincare/comments/1moz3cv https://www.reddit.com/r/crueltyfree/comments/1nn712d/vanicream_la_roche_posay_avene_alternatives/ https://www.reddit.com/r/Rosacea/comments/z0e2xf https://www.reddit.com/r/beautyph/comments/1v7yi71/does_anyone_know_where_to_buy_avene_tolerance/ https://www.reddit.com/r/Rosacea/comments/1jaravf https://www.reddit.com/r/Rosacea/comments/1foqewu https://www.reddit.com/r/BeautyUnlocked/comments/1tcvpk3/my_holy_grail_moisturizer_got_discontinued_and_im/ https://www.reddit.com/r/SkincareAddictionLux/comments/1onultm https://www.reddit.com/r/EuroSkincare/comments/1e2yyf5 https://www.reddit.com/r/EuroSkincare/comments/196leoq/avene_tolerance_extreme_dupes/ https://www.reddit.com/r/Rosacea/comments/1uwq57q/av%C3%A8ne_tolerance_control_soothing_skin_recovery/ https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00?utm_source=openai
intent_03_i-want-a-moisturizer-that-gives-lasting-hydratio__claude__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:59.726Z	完成	https://mustelahk.store/en/products/%E8%B6%85%E4%BD%8E%E6%95%8F-%E7%84%A1%E9%A6%99%E6%96%99%E6%B0%B4%E4%BB%BD%E6%BD%A4%E9%9D%A2%E9%9C%9C https://www.mschusoapandbeaut.com/en-us/collections/sensitive-skin https://www.qvskincare.com/hk/en.html https://www.wonderflaw.com/14-fragrance-free-moisturizers-that-are-gentle-on-sensitive-skin/ https://www.sassyhongkong.com/beauty-eco-ethical-local-hk-brand-skincare-makeup/ https://www.sassyhongkong.com/beauty-best-spf-moisturisers-every-skin-type/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://lowens.ca/blogs/seo-news/fragrance-free-moisturiser-7-best-options-for-sensitive-skin-care-1260-67 https://bluemercury.com/pages/shop-fragrance-free-moisturizers https://www.stylecraze.com/articles/best-fragrance-free-moisturizers/ https://www.bonjoutbeauty.com/blogs/guides/10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026 https://radiantcarepicks.com/the-10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://theglowwithgrace.com/best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://clevergirlreviews.com/best-fragrance-free-face-moisturizers/ https://ninjachoice.blog/best-fragrance-free-body-moisturizer/ https://skinoptimizer.com/moisturizers-for-sensitive-skin/ https://thebeautyradar.com/best-fragrance-free-moisturizer/ https://creativelens.blog/best-fragrance-free-moisturizer-for-sensitive-skin/
intent_03_i-want-a-moisturizer-that-gives-lasting-hydratio__gemini__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:27.811Z	完成
intent_04_which-moisturizer-is-better-for-oily-skin-that-s__chatgpt__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:52.531Z	完成	https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-refill-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-intensive-cream-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-emulsion-120ml-for-dry-skin.html https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/tc_l/111960599.html https://hk.laneige.com/en_l/skincare/line/water-bank.html https://kiehls.eshops.hk/zh/skincare/super-multi-corrective-soft-cream https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-eye-cream-25ml-111960142.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-eye-cream-25ml.html?is_reco_item=1 https://www.youtube.com/watch?v=Ljw-gKL6wI0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/SkyBoutique_202507_09.pdf https://promotion.evaair.com/eBook_Mall/e-books/Sky_Shop/012025/EVASkyShopDutyFreeBrochure.pdf https://strapi-assets.tigerairtw.com/2026_Q1_Tiger_Shop12_19_097542054d.pdf https://www.youtube.com/watch?v=KqK65bvsch0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/65ad919867d4489abfca5bf22f9ea885-0001-converted.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.legco.gov.hk/yr15-16/chinese/counmtg/papers/cm20151104-sp021-ec.pdf https://www.reddit.com/r/u_Ok-Definition-6930/comments/1foaeaz https://www.reddit.com/r/SkincareAddiction/comments/1fb1fc4 https://www.reddit.com/r/beautytalkph/comments/185sbvf https://www.reddit.com/r/EuroSkincare/comments/1h149k4/kiehls_products_yay_or_nay/ https://www.reddit.com/r/PanPorn/comments/f2xrkw https://www.reddit.com/r/SkincareAddiction/comments/1b0qkbs/review_fyi_the_new_formula_for_kiehls_ultra/ https://www.reddit.com/r/SkinbarrierLovers/comments/1t4aahv/lets_be_honest_kiehls_ultra_facial_cream/ https://www.reddit.com/r/AsianBeauty/comments/yetkez https://www.reddit.com/r/beautyph/comments/1w1k7b5/kiehls_products_thread/ https://www.reddit.com/r/u_peaklifestyleadmin/comments/1uas4ly/kiehls_ultra_facial_cream_review_2026_is_this/ https://www.reddit.com/r/Ulta/comments/1cminqn https://www.reddit.com/r/30PlusSkinCare/comments/1809b9y/m34_coming_from_kiehls_ultra_facial_cream/ https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml https://www.clinique.com.hk/the-clinique-lab https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.clinique.com.hk/products/1605/Makeup/Lipsticks https://www.clinique.com.hk/en-hk/product/1605/64269/makeup/lipsticks/moisture-surgetm-lip-treatment https://www.clinique.com.hk/en-hk/product/1609/45042/mens/clinique-for-mentm-maximum-hydrator-72-hour-auto-replenishing-hydrator https://www.clinique.com.hk/lines-wrinkles-skin-care-clinique https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com.hk/product/1667/126187/skin-care/smart-clinical-repairtm-overnight-recovery-cream-mask https://www.clinique.com.hk/product/1687/4977/skin-care/moisturizers/acne-solutions-all-over-clearing-treatment https://www.clinique.com.hk/see-all/hub-article-type/pretty-easy https://www.clinique.com.hk/media/export/cms/pdf/English_ExNA_SonicBrush_Enclosure.pdf https://www.bioderma.hk/en/our-products/hydrabio/gel-creme https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-dermallergo-fluid-40ml/p/BP_810269 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/hydrating-treatments https://www.laroche-posay.hk/toleriane https://www.e-concierge-avenehk.com/en/categories/60a1d3ae916c0a0020cb5d3a?limit=48&order_by=&page=1&sort_by= https://www.bioderma.hk/en/skincare https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://mentholatum.com.hk/collections/%E4%BF%9D%E6%BF%95%E6%BD%A4%E6%BE%A4/products/hadalabo-premium-essence-milk-me90601plk https://www.pns.hk/en/all-brands/b/133443/%E8%82%8C%E7%A0%94 https://mentholatum.com.hk/collections/%E8%82%8C%E7%A0%94-hada-labo https://www.reddit.com/r/SkincareAddiction/comments/1s57fva/product_question_hada_labo_gokujyun_hyaluronic/ https://viviancorp.com/wp-content/uploads/2020/05/Bioderma-Catalogue.pdf https://www.reddit.com/r/EuroSkincare/comments/1one3lr/alternatives_for_toleriance_dermallergo_fluide/ https://www.reddit.com/r/EuroSkincare/comments/1k1d3si/looking_for_alternatives_to_la_roche_posay/ https://uk.lorealdermatologicalbeautypartnershop.com/on/demandware.static/-/Library-Sites-SharedLibrary-UK-IE/default/dwba78cefc/Page%20Designer/2025/LRP%202025%20FULL%20CATALOGUE%20.pdf https://www.reddit.com/r/EuroSkincare/comments/1191v6n https://www.reddit.com/r/SkincareAddiction/comments/1ev4u34 https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/EuroSkincare/comments/1i4c843/alternatives_to_lrp_toleriane_sensitive_fluid/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1qtu98w/alternatives_to_the_toleriane_ultra_fluid_that/ https://www.reddit.com/r/AsianBeauty/comments/hrh6og https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/AsianBeauty/comments/1cg8zx8/whats_your_favourite_hada_labo_moisturizeremulsion/ https://www.linkhk.com/SpecialInfo/ShatinOuting/Ebooklet.pdf https://www.drugoffice.gov.hk/eps/upload/eps_news/53136/ZH/1/News%20bulletin%2028%20Mar%202024%20%28Unauthorised%20skin%20products%29.pdf https://rohto.com.vn/images/rohto-product-catalogue-20220524.pdf https://www.hkexnews.hk/listedco/listconews/sehk/2025/0326/2025032601418.pdf https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://en.wikipedia.org/wiki/Hada_Labo https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml?utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1&utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid?utm_source=openai https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00?utm_source=openai
intent_04_which-moisturizer-is-better-for-oily-skin-that-s__claude__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:17:12.263Z	完成	https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.buzzfeed.com/lily_burrill/hydrating-moisturizers-reviewers-love-in-colder-months https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/260 https://www.koreanbeautysecret.com.hk/blog/%E5%A4%8F%E6%97%A5%E5%95%AB%E5%96%B1%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6%EF%BC%81%E4%BF%9D%E6%BF%95%E4%B8%8D%E6%B2%B9%E7%AC%A0%E3%80%81%E6%B8%85%E7%88%BD%E4%B8%8D%E8%87%B4%E7%97%98%EF%BC%81 https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.sorra.net/category/%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://hk.cosme.net/ranking/415
intent_04_which-moisturizer-is-better-for-oily-skin-that-s__gemini__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:51.128Z	完成

公开观察背景

原始报告 · 确切报告快照

产品: Curél
观察语言: en-US
地区: Hong Kong
买家问题: 4
已保留叙述回答: 12
已完成叙述回答: 12
辅助搜索: 4
完整叙述观察时段（UTC）: 2026-10-19T19:16:27.244Z — 2026-10-19T19:17:52.531Z
按日期的叙述数量（UTC）: 2026-10-19: 12
报告生成时间: 2026-10-19T19:47:18.453Z
网站来源采集时间: 2026-10-19T19:46:00.873Z
叙述模型: chatgpt: openai/gpt-6-luna; gemini: google/gemini-3.7-flash; claude: anthropic/claude-haiku-5.5

原始观察标识

观察标识码	原始问题	AI／模型	观察时间	状态	来源链接
intent_01_what-daily-skincare-routine-works-for-very-dry-s__chatgpt__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:37.403Z	完成	https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://www.clinique.com.hk/the-clinique-lab https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com/skincare-all?collection=moisture_surge_collection https://www.cetaphil.com.hk/en/soothing-gel-cream-with-aloe/052336.html https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.sephora.hk/brands/clinique/skincare/moisturiser https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?gclsrc=aw.ds&pr_rd_page=8&size=125ml https://www.clinique.com/dry-skin-solutions-skincare?msockid=1ea2a420331a6453009db2ed32e26591 https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?msockid=3a824ba7de6e61530aad5bd6dfe6604b&pr_rd_page=9&size=1oz_%2F_30ml https://hk.ozcosmetics.com/Clinique-Moisture-Surge https://www.clinique.cl/products/26707/skin-care/moisturizers/moisture-surge https://www.eng.cuhk.edu.hk/wp-content/uploads/Exemplary_Capstone_Projects_2022.pdf https://www.ipd.gov.hk/hkipjournal/02112018/0000000849_1_1.pdf https://www.nuskin.com/content/dam/HK/products/leaflet/2022/Nutricentials_eLeaflet_Design_May_2022.pdf https://tmng-al.uspto.gov/resting2/api/casedoc/cms/case/99263807/office-action/OfficeAction8123292.pdf https://www.reddit.com/r/Clinique/comments/1t2nqz0/want_to_go_back_to_clinique_help_me_out/ https://www.nacomigroup.com/_files/ugd/f76972_08219ff60b33400ba360ead486ea4365.pdf https://www.reddit.com/r/u_Clinique/comments/1tjr5io/redditors_we_love_hearing_all_of_your_metaphors/ https://novamber.hk/wp-content/uploads/2025/04/NOVamber-Products-Presentation-Skin-Series-15-Slides.pdf https://www.reddit.com/r/CosmeticsCompanyBox/comments/1x706d8/1015/ https://www.reddit.com/r/PanPorn/comments/1qjywbw/clinique_moisture_surge_and_all_about_eyes/ https://www.reddit.com/r/Ulta/comments/1d2js6g https://www.reddit.com/r/AsianBeauty/comments/1fccjll/holy_grail_thinnest_moisturizer_for_super/ https://www.reddit.com/r/SkincareAddiction/comments/1j7thq0/product_question_is_the_clinique_moisture_surge/ https://www.reddit.com/r/makeupdupes/comments/1ka6axj/clinique_moisture_surge/ https://www.reddit.com/r/SkincareAddiction/comments/1edys90 https://www.reddit.com/r/AsianBeauty/comments/zrrm7k/korean_alternative_to_clinique_moisture_surge/ https://www.reddit.com/r/skincareexchange/comments/18xhsi2 https://www.reddit.com/r/SGSkincare/comments/1wym1o3/what_are_some_light_moisturizers_that_are_not/ https://www.whowhatwear.com/beauty/skin/best-gel-moisturisers https://www.whowhatwear.com/beauty/skin/best-collagen-jelly-cream https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.whowhatwear.com/best-korean-moisturizers https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay.hk/toleriane https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.laroche-posay.hk/article/skin-allergy-sensitive-skin-and-reactive-skin https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.kiehls.com.hk/en/ https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?uiel=Desktop https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368 https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?schema=watsonshk%3A%2F%2Fwtchk%2FCOLORMEPRODUCT%2FBP_217368 https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://www.muji.com.hk/upload/files/new_product_department/20191231145232_110.pdf https://www.muji.com.hk/upload/files/new_product_department/20220623174630_139.pdf https://www.reddit.com/r/EuroSkincare/comments/l5i886 https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddictionUK/comments/m1rgb0 https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1lj7n6k https://www.reddit.com/r/SkincareAddictionUK/comments/t5by1t/has_lrp_toleriane_ultra_fluid_been_discontinued/ https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/KoreanBeauty/comments/1kqi0ky https://www.reddit.com/r/EuroSkincare/comments/1192rhu https://www.reddit.com/r/Makeup/comments/1rux3zq/replacement_for_la_rocheposay_toleriane_sensitive/ https://www.reddit.com/r/Rosacea/comments/sthk4h https://www.reddit.com/r/Fungalacne/comments/njsacn/anyone_have_issues_with_la_rocheposay_toleriane/ https://is-retailhk.istyle.co.jp/20241205.pdf https://www.consumer.org.hk/tc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.consumer.org.hk/sc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840 https://www.watsons.com.hk/en/all-brands/list/114206/neutrogena?masterBrandCode=114206 https://www.sephora.hk/categories/skincare/moisturiser?page=6 https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352 https://mentholatum.com.hk/products/hadalabo-sh-light-cream-me90601s02 https://www.watsons.com.hk/en/12-12-sale-bration-neutrogena/c/salebration25_neutrogena https://hk.cosme.net/ranking/840 https://www.vanessabeauty.com.hk/categories/cream-and-lotion https://www.wellcome.com.hk/zh-hant/p/%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E6%B0%B4%E5%87%9D%E9%9C%9C%2050GM/i/101382675.html https://www.watsons.com.hk/en/mother-baby/baby-cream/c/060603 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/en/christmas-and-new-year-sale/c/christmas25_all https://www.nuskin.com/content/dam/office/gc/HK/zh/Product_training_materials/product-qna-training.pdf https://www.nuskin.com/content/dam/HK/Velocity/forms/nuskin-product-catalogue-zh.pdf https://hkbizcenter.amway.com.hk/cms/attachment/preview/2021/9/24/%E9%9B%85%E5%A7%BF%E6%A4%8D%E8%90%83%E6%BB%8B%E9%A4%8A%E7%B3%BB%E5%88%97%E7%94%A2%E5%93%81%E5%B0%8F%E5%86%8A%E5%AD%90__ea871c65f65446dc8fd23a01deeb7c66.pdf?openExternalBrowser=1 https://www.nuskin.com/content/dam/HK/Velocity/forms/04133179-HK-202107.pdf https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840?utm_source=openai https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid?utm_source=openai https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini?utm_source=openai https://www.kiehls.com.hk/en/?utm_source=openai
intent_01_what-daily-skincare-routine-works-for-very-dry-s__gemini__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:16:38.240Z	完成
intent_01_what-daily-skincare-routine-works-for-very-dry-s__claude__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:27.244Z	完成	https://lgbeauty.com/blog/best-lightweight-moisturizers-for-humid-weather https://lovelybeauty.blog/best-lightweight-moisturizers-for-humid-climate/ https://fashionide.com/vetted/13-best-lightweight-summer-moisturizers-in-2026/ https://smytten.com/blogs/skincare/7-best-humidity-friendly-moisturizers-for-women https://lgbeauty.com/blog/top-moisturizers-for-hot-humid-climates https://theblissfulstudio.com/vetted/14-best-hydrating-facial-moisturizers-in-2026/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.tirabeauty.com/article/articles/best-k-beauty-gel-moisturisers-for-humid-and-oily-skin https://www.gopicky.com/discussion/94905/moisturizer-in-a-humid-country https://www.scmp.com/magazines/post-magazine/fashion/article/2151489/four-light-moisturisers-sticky-hong-kong-summers
intent_02_how-can-i-tell-if-a-facial-cleanser-is-gentle-en__chatgpt__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:57.456Z	完成	https://www.watsons.com.hk/zh-hk/all-brands/list/142487/cerave https://www.watsons.com.hk/en/cerave-facial-moisturizing-lotion-52ml/p/BP_244332 https://www.watsons.com.hk/en/all-brands/list/142487/cerave https://www.watsons.com.hk/en/selected-items-offer/c/0323_cerave https://www.watsons.com.hk/zh-cn/%E4%BA%A7%E5%93%81/c/1?text=%3AproductBrandCode%3Acategory%3A010000%3AproductBrandCode%3A142487 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8cerave%E7%9A%87%E7%89%8C%E6%BD%A4%E8%86%9A%E9%9C%B2/c/0408_cerave_fb https://www.watsons.com.hk/en/merry-giftmas-lac/c/merry_giftmas_lac https://www.watsons.com.hk/zh-hk/%E9%86%AB%E5%AD%B8%E8%AD%B7%E8%86%9A-%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/loreal_derm_face_care https://www.cosmopolitan.com.hk/beauty/300-face-cream https://www.watsons.com.hk/en/purchases-selected-skincare-items-over-299-will-get-1pc-of-la-roche-posay-toleriane-qd-lotion-50ml/c/popwats_skin_1218 https://www.watsons.com.hk/zh-hk/%E9%95%B7%E6%95%88%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-52ml/p/BP_244332 https://eshop.nurse.org.hk/personal-care/facial-care/facial-cream.html https://is-retailhk.istyle.co.jp/20241205.pdf https://www.reddit.com/r/beautyph/comments/1wn69a5/face_moisturizer_suggestions/ https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E6%B5%B7%E5%A4%96%E7%BE%8E%E5%A6%86%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.reddit.com/r/beautyph/comments/1wnytzk/vouch_for_your_triedandtested_moisturizer_pls/ https://www.reddit.com/r/kokeRECENZIRAJU/comments/1uyitgw/la_roche_posay_vs_hada_labo/ https://aigc.idigital.com.cn/djyanbao/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6-2024-12-24.pdf https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddiction/comments/1jks0ir https://www.reddit.com/r/beautytalkph/comments/1p85rfg/skincare_thread_november_28_2025/ https://www.reddit.com/r/PakistaniSkincare/comments/1uxi469/best_skincare_recsinternational/ https://www.reddit.com/r/beautytalkph/comments/1uhr1cr/need_a_good_moisturizer_reco/ https://www.reddit.com/r/skincareexchange/comments/17o98jj https://www.reddit.com/r/beautyph/comments/1pkozzt/hydrating_moisturizer_recommendation/ https://www.reddit.com/r/AusSkincare/comments/1gx832m https://www.reddit.com/r/AusSkincare/comments/1t0hkcs/removed/ https://www.reddit.com/r/Fungalacne/comments/laar2u https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E7%94%A2%E5%93%81%E5%84%AA%E6%83%A0/c/hadalabo_1010 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/zh-hk/%25E7%25BE%258E%25E8%2582%258C%25E8%25AD%25B7%25E8%2586%259A/%25E6%25BD%25A4%25E8%2586%259A/c/010201 https://www.watsons.com.hk/zh-hk/promo-derma_campaign https://www.watsons.com.hk/zh-hk/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/010402?masterBrandCode=138029 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E5%8F%8A%E7%BE%8E%E5%A6%9D%E7%94%A2%E5%93%81/c/skin_0206 https://www.watsons.com.hk/zh-hk/all-brands/list/133443/%E8%82%8C%E7%A0%94?masterBrandCode=133443 https://www.watsons.com.hk/zh-hk/c/hot_100 https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E7%94%A2%E5%93%81-199%E6%8F%9B%E8%B3%BC/c/tn_beaty_0409 https://www.watsons.com.hk/zh-hk/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8-physiogel-%E4%BD%8E%E6%95%8F%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E5%84%AA%E6%83%A0%E8%A3%9D-150%E6%AF%AB%E5%8D%87-75%E6%AF%AB%E5%8D%87/p/BP_821374 https://www.watsons.com.hk/zh-hk/c/hot_100?utm_source=openai https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8?utm_source=openai
intent_02_how-can-i-tell-if-a-facial-cleanser-is-gentle-en__gemini__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:05.569Z	完成
intent_02_how-can-i-tell-if-a-facial-cleanser-is-gentle-en__claude__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:46.727Z	完成	https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/415 https://www.elle.com.hk/beauty_and_health/best-30-moisturizers https://topick.hket.com/article/4055179/%E6%B6%88%E5%A7%94%E6%9C%83%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B%EF%B8%B1%E6%B6%88%E5%A7%94%E6%9C%83%E6%B8%AC%E8%A9%A617%E6%AC%BE%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E9%AB%98%E5%88%86%E6%8E%A8%E8%96%A6%E6%A6%9C%E5%96%AE%E3%80%80CLINIQUE-BIOTHERM-DR.%20WU-VICHY-OLAY%E4%B8%8A%E6%A6%9C%E3%80%80%E5%B9%B3%E5%83%B9%E7%99%BE%E5%85%83%E9%9D%A2%E9%9C%9C%E5%8B%9D%E5%B0%88%E6%AB%83-630%E7%94%A2%E5%93%81 https://www.lifeclub.com.hk/blog/posts/blog-hydration-2026 https://www.sephora.hk/categories/skincare/moisturiser https://www.watsons.com.hk/en/beauty/moisturizer/c/010201 https://www.timeout.com/hong-kong/shopping/best-affordable-cheap-skincare-beauty-products-hong-kong https://www.kiehls.com.hk/en_HK/category/moisturizers https://www.sephora.hk/categories/skincare/moisturiser/day-moisturiser https://www.voguehk.com/en/article/beauty/best-hong-kong-beauty-skincare-brands/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.watsons.com.hk/en/personal-care/body-lotion/c/030102 https://www.sephora.hk/categories/skincare/moisturiser/night-cream
intent_03_which-sunscreen-should-i-use-on-sensitive-skin-t__chatgpt__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:28.770Z	完成	https://www.cerave.hk/en-hk/our-products/facial-moisturizers/pm-facial-moisturizing-lotion https://www.laroche-posay.hk/toleriane https://www.cerave.hk/faq https://www.cerave.hk/en-HK https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://hk.iherb.com/pr/vanicream-moisturizing-cream-for-sensitive-skin-fragrance-free-2-oz-57-g/108532 https://hk.iherb.com/c/vanicream/categories https://hk.iherb.com/r/vanicream-daily-facial-moisturizer-for-sensitive-skin-fragrance-free-3-fl-oz-89-ml/108535 https://www.laroche-posay.hk/article/skin-allergy-treatment https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.larocheposay-th.com/-/media/project/loreal/brand-sites/lrp/apac/th/simple-page/better-skin-throughout-cancer/lrp-oncology-skin-side-effects-patient-guide-a5-ld-eng.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201411.pdf https://www.ipd.gov.hk/hkipjournal/22122017/0000000804_1_1.pdf https://www.fmshk.org.hk/database/hkmd/mdapr2025.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1nakc2o https://7157e75ac0509b6a8f5c-5b19c577d01b9ccfe75d2f9e4b17ab55.ssl.cf1.rackcdn.com/UMDNEQBT-PDF-3-540664-4476138154.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201811.pdf https://www.reddit.com/r/Skincare_Addiction/comments/1ip7gtc https://www.reddit.com/r/SkinbarrierLovers/comments/1swxuxk/community_brand_review_vanicream/ https://www.reddit.com/r/Rosacea/comments/1doroyi https://www.reddit.com/r/VeganBeauty/comments/1i8dnfq/bland_fragrancefree_nonirritating_moisturizer/ https://www.reddit.com/r/VeganBeauty/comments/1q1qzrj/bland_fragrancefree_moisturizer_sunscreen/ https://www.reddit.com/r/SkincareAddiction/comments/1blmc6h https://www.reddit.com/r/Allergies/comments/1kiz730 https://www.reddit.com/r/CanSkincare/comments/1j3dxem https://www.reddit.com/r/u_ShopandPlay/comments/16z6ocf https://www.reddit.com/r/bestbeautybuys/comments/1gajfr4 https://www.reddit.com/r/Hong_Kong/comments/1tke1oy/is_this_store_authentic/ https://www.whowhatwear.com/best-drugstore-moisturizers-for-dry-skin https://www.marieclaire.com/beauty/skincare/best-eczema-face-creams/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://www.womanandhome.com/beauty/skincare/best-moisturizers-for-dry-skin/ https://www.whowhatwear.com/moisturisers-for-sensitive-skin https://en.wikipedia.org/wiki/CeraVe https://www.aad.org/public/everyday-care/skin-care-secrets/prevent-skin-problems/test-skin-care-products/ https://www.bioderma.hk/en/our-products/atoderm/creme https://www.aad.org/public/diseases/eczema/types/atopic-dermatitis/atopic-dermatitis-coping https://www.cetaphil.com.hk/en/moisturizing-cream/023843.html https://www.cetaphil.com.hk/en/soothing-comforting-cica-calming-face-cream/053067.html https://www.bioderma.hk/our-products/atoderm/qiangxiaozirunxiuhushuang https://www.aad.org/public/everyday-care/skin-care-basics/dry/pick-moisturizer https://www.cetaphil.com.hk/en/cetaphil-ultra-nourishing-body-treatment-oil/085063.html https://www.cetaphil.com.hk/en/skincare-tips/sensitive-skin-care-guide.html https://www.cetaphil.com.hk/en/healthy-renew-day-cream-spf30/084688.html https://www.cetaphil.com.hk/ https://www.cetaphil.com.hk/en/skincare-tips/face-and-body-cream-vs-lotion-whats-the-difference.html https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Allergist%20Resources/Statements%20and%20Practice%20Parameters/JTF-Atopic-Dermatitis-Guideline-2023-07-31-2026.pdf https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Practice%20Management/Running%20a%20Practice/Patch-testing-slides-2022.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1cxd42p https://www.iao.org/assets/docs/IAO-Magzine-september-2024.pdf https://www.pierrefabreconnect.com/media/marketing/assets/Tolerance_Control_Skin_Recovery_Cream_-_PDS.pdf https://nationaleczema.org/wp-content/uploads/2024/07/NEA_Magazine_Summer2024_D01-WEB.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1pz8e4a/high_quality_medical_grade_beauty_products/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1kye0kh https://www.reddit.com/r/FragranceFreeBeauty/comments/1idegbg https://www.reddit.com/r/FragranceFreeBeauty/comments/1p0pxun/need_help_building_a_fully_fragrance_free/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1k701jq https://www.reddit.com/r/SkincareAddictionLux/comments/1mtrxui https://www.reddit.com/r/FragranceFreeBeauty/comments/1vrt2cz/sensitiveskin_people_what_product_took_you_the/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ip7r28/please_tell_me_your_fav_fragrancefree_nofrills/ https://www.whowhatwear.com/best-moisturizers-for-combination-skin https://en.wikipedia.org/wiki/Vbeaut%C3%A9 https://www.reddit.com/r/FragranceFreeBeauty/comments/1rxdn7o/questions_for_anyone_who_has_done_patch_testing/ https://www.reddit.com/r/FragranceFreeBeauty/comments/ykorji https://www.marieclaire.com/beauty/news/g4432/best-face-moisturizer/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ek4hzd https://www.whowhatwear.com/best-body-lotions https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/restorative-treatments https://www.eau-thermale-avene.hk/en_hk https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-sensitive-skin https://www.avenederm.com/media/marketing/assets/Avene_Product_Manual_0423_Final3_DIGITAL.pdf https://www.watsons.com.hk/en/avene-tolerance-control-soothing-skin-recovery-cream/p/BP_807354 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.avenederm.com/media/businessassets/merchandising_pdf/AVD_ToleranceControl_10x10_P0006858_Digital.pdf https://www.avenederm.com/media/businessassets/merchandising_pdf/Tolerance_Control_Flyer.pdf https://www.yohohongkong.com/en-us/product/239734-Tolerance-Control-Cream-40ml https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.laroche-posay.hk/article/skin-rashes-that-itch-how-to-treat-allergic-reaction-rash-on-face https://www.e-concierge-avenehk.com/en/categories/tolerance-1 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-adults https://www.reddit.com/r/FragranceFreeBeauty/comments/1pd5g40/avene_cicalfate_cream_not_truly_fragrance_free/ https://www.reddit.com/r/EuroSkincare/comments/1moz3cv https://www.reddit.com/r/crueltyfree/comments/1nn712d/vanicream_la_roche_posay_avene_alternatives/ https://www.reddit.com/r/Rosacea/comments/z0e2xf https://www.reddit.com/r/beautyph/comments/1v7yi71/does_anyone_know_where_to_buy_avene_tolerance/ https://www.reddit.com/r/Rosacea/comments/1jaravf https://www.reddit.com/r/Rosacea/comments/1foqewu https://www.reddit.com/r/BeautyUnlocked/comments/1tcvpk3/my_holy_grail_moisturizer_got_discontinued_and_im/ https://www.reddit.com/r/SkincareAddictionLux/comments/1onultm https://www.reddit.com/r/EuroSkincare/comments/1e2yyf5 https://www.reddit.com/r/EuroSkincare/comments/196leoq/avene_tolerance_extreme_dupes/ https://www.reddit.com/r/Rosacea/comments/1uwq57q/av%C3%A8ne_tolerance_control_soothing_skin_recovery/ https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00?utm_source=openai
intent_03_which-sunscreen-should-i-use-on-sensitive-skin-t__gemini__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:27.811Z	完成
intent_03_which-sunscreen-should-i-use-on-sensitive-skin-t__claude__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:59.726Z	完成	https://mustelahk.store/en/products/%E8%B6%85%E4%BD%8E%E6%95%8F-%E7%84%A1%E9%A6%99%E6%96%99%E6%B0%B4%E4%BB%BD%E6%BD%A4%E9%9D%A2%E9%9C%9C https://www.mschusoapandbeaut.com/en-us/collections/sensitive-skin https://www.qvskincare.com/hk/en.html https://www.wonderflaw.com/14-fragrance-free-moisturizers-that-are-gentle-on-sensitive-skin/ https://www.sassyhongkong.com/beauty-eco-ethical-local-hk-brand-skincare-makeup/ https://www.sassyhongkong.com/beauty-best-spf-moisturisers-every-skin-type/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://lowens.ca/blogs/seo-news/fragrance-free-moisturiser-7-best-options-for-sensitive-skin-care-1260-67 https://bluemercury.com/pages/shop-fragrance-free-moisturizers https://www.stylecraze.com/articles/best-fragrance-free-moisturizers/ https://www.bonjoutbeauty.com/blogs/guides/10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026 https://radiantcarepicks.com/the-10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://theglowwithgrace.com/best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://clevergirlreviews.com/best-fragrance-free-face-moisturizers/ https://ninjachoice.blog/best-fragrance-free-body-moisturizer/ https://skinoptimizer.com/moisturizers-for-sensitive-skin/ https://thebeautyradar.com/best-fragrance-free-moisturizer/ https://creativelens.blog/best-fragrance-free-moisturizer-for-sensitive-skin/
intent_04_what-makeup-remover-is-gentle-on-sensitive-skin-__chatgpt__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:52.531Z	完成	https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-refill-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-intensive-cream-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-emulsion-120ml-for-dry-skin.html https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/tc_l/111960599.html https://hk.laneige.com/en_l/skincare/line/water-bank.html https://kiehls.eshops.hk/zh/skincare/super-multi-corrective-soft-cream https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-eye-cream-25ml-111960142.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-eye-cream-25ml.html?is_reco_item=1 https://www.youtube.com/watch?v=Ljw-gKL6wI0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/SkyBoutique_202507_09.pdf https://promotion.evaair.com/eBook_Mall/e-books/Sky_Shop/012025/EVASkyShopDutyFreeBrochure.pdf https://strapi-assets.tigerairtw.com/2026_Q1_Tiger_Shop12_19_097542054d.pdf https://www.youtube.com/watch?v=KqK65bvsch0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/65ad919867d4489abfca5bf22f9ea885-0001-converted.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.legco.gov.hk/yr15-16/chinese/counmtg/papers/cm20151104-sp021-ec.pdf https://www.reddit.com/r/u_Ok-Definition-6930/comments/1foaeaz 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https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml?utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1&utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid?utm_source=openai https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00?utm_source=openai
intent_04_what-makeup-remover-is-gentle-on-sensitive-skin-__gemini__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:51.128Z	完成
intent_04_what-makeup-remover-is-gentle-on-sensitive-skin-__claude__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:17:12.263Z	完成	https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.buzzfeed.com/lily_burrill/hydrating-moisturizers-reviewers-love-in-colder-months https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/260 https://www.koreanbeautysecret.com.hk/blog/%E5%A4%8F%E6%97%A5%E5%95%AB%E5%96%B1%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6%EF%BC%81%E4%BF%9D%E6%BF%95%E4%B8%8D%E6%B2%B9%E7%AC%A0%E3%80%81%E6%B8%85%E7%88%BD%E4%B8%8D%E8%87%B4%E7%97%98%EF%BC%81 https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.sorra.net/category/%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://hk.cosme.net/ranking/415

公开观察背景

原始报告 · 确切报告快照

产品: NIVEA
观察语言: en-US
地区: Hong Kong
买家问题: 4
已保留叙述回答: 12
已完成叙述回答: 12
辅助搜索: 4
完整叙述观察时段（UTC）: 2026-10-19T19:16:27.244Z — 2026-10-19T19:17:52.531Z
按日期的叙述数量（UTC）: 2026-10-19: 12
报告生成时间: 2026-10-20T02:51:41.125Z
网站来源采集时间: 2026-10-20T02:48:29.236Z
叙述模型: chatgpt: openai/gpt-6-luna; claude: anthropic/claude-haiku-5.5; gemini: google/gemini-3.7-flash

原始观察标识

观察标识码	原始问题	AI／模型	观察时间	状态	来源链接
intent_01_what-skincare-routine-can-help-with-oily-skin-an__chatgpt__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:37.403Z	完成	https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://www.clinique.com.hk/the-clinique-lab https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com/skincare-all?collection=moisture_surge_collection https://www.cetaphil.com.hk/en/soothing-gel-cream-with-aloe/052336.html https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.sephora.hk/brands/clinique/skincare/moisturiser https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?gclsrc=aw.ds&pr_rd_page=8&size=125ml https://www.clinique.com/dry-skin-solutions-skincare?msockid=1ea2a420331a6453009db2ed32e26591 https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?msockid=3a824ba7de6e61530aad5bd6dfe6604b&pr_rd_page=9&size=1oz_%2F_30ml https://hk.ozcosmetics.com/Clinique-Moisture-Surge https://www.clinique.cl/products/26707/skin-care/moisturizers/moisture-surge https://www.eng.cuhk.edu.hk/wp-content/uploads/Exemplary_Capstone_Projects_2022.pdf https://www.ipd.gov.hk/hkipjournal/02112018/0000000849_1_1.pdf https://www.nuskin.com/content/dam/HK/products/leaflet/2022/Nutricentials_eLeaflet_Design_May_2022.pdf https://tmng-al.uspto.gov/resting2/api/casedoc/cms/case/99263807/office-action/OfficeAction8123292.pdf https://www.reddit.com/r/Clinique/comments/1t2nqz0/want_to_go_back_to_clinique_help_me_out/ https://www.nacomigroup.com/_files/ugd/f76972_08219ff60b33400ba360ead486ea4365.pdf https://www.reddit.com/r/u_Clinique/comments/1tjr5io/redditors_we_love_hearing_all_of_your_metaphors/ https://novamber.hk/wp-content/uploads/2025/04/NOVamber-Products-Presentation-Skin-Series-15-Slides.pdf https://www.reddit.com/r/CosmeticsCompanyBox/comments/1x706d8/1015/ https://www.reddit.com/r/PanPorn/comments/1qjywbw/clinique_moisture_surge_and_all_about_eyes/ https://www.reddit.com/r/Ulta/comments/1d2js6g https://www.reddit.com/r/AsianBeauty/comments/1fccjll/holy_grail_thinnest_moisturizer_for_super/ https://www.reddit.com/r/SkincareAddiction/comments/1j7thq0/product_question_is_the_clinique_moisture_surge/ https://www.reddit.com/r/makeupdupes/comments/1ka6axj/clinique_moisture_surge/ https://www.reddit.com/r/SkincareAddiction/comments/1edys90 https://www.reddit.com/r/AsianBeauty/comments/zrrm7k/korean_alternative_to_clinique_moisture_surge/ https://www.reddit.com/r/skincareexchange/comments/18xhsi2 https://www.reddit.com/r/SGSkincare/comments/1wym1o3/what_are_some_light_moisturizers_that_are_not/ https://www.whowhatwear.com/beauty/skin/best-gel-moisturisers https://www.whowhatwear.com/beauty/skin/best-collagen-jelly-cream https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.whowhatwear.com/best-korean-moisturizers https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay.hk/toleriane https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.laroche-posay.hk/article/skin-allergy-sensitive-skin-and-reactive-skin https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.kiehls.com.hk/en/ https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?uiel=Desktop https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368 https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?schema=watsonshk%3A%2F%2Fwtchk%2FCOLORMEPRODUCT%2FBP_217368 https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://www.muji.com.hk/upload/files/new_product_department/20191231145232_110.pdf https://www.muji.com.hk/upload/files/new_product_department/20220623174630_139.pdf https://www.reddit.com/r/EuroSkincare/comments/l5i886 https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddictionUK/comments/m1rgb0 https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1lj7n6k https://www.reddit.com/r/SkincareAddictionUK/comments/t5by1t/has_lrp_toleriane_ultra_fluid_been_discontinued/ https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/KoreanBeauty/comments/1kqi0ky https://www.reddit.com/r/EuroSkincare/comments/1192rhu https://www.reddit.com/r/Makeup/comments/1rux3zq/replacement_for_la_rocheposay_toleriane_sensitive/ https://www.reddit.com/r/Rosacea/comments/sthk4h https://www.reddit.com/r/Fungalacne/comments/njsacn/anyone_have_issues_with_la_rocheposay_toleriane/ https://is-retailhk.istyle.co.jp/20241205.pdf https://www.consumer.org.hk/tc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.consumer.org.hk/sc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840 https://www.watsons.com.hk/en/all-brands/list/114206/neutrogena?masterBrandCode=114206 https://www.sephora.hk/categories/skincare/moisturiser?page=6 https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352 https://mentholatum.com.hk/products/hadalabo-sh-light-cream-me90601s02 https://www.watsons.com.hk/en/12-12-sale-bration-neutrogena/c/salebration25_neutrogena https://hk.cosme.net/ranking/840 https://www.vanessabeauty.com.hk/categories/cream-and-lotion https://www.wellcome.com.hk/zh-hant/p/%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E6%B0%B4%E5%87%9D%E9%9C%9C%2050GM/i/101382675.html https://www.watsons.com.hk/en/mother-baby/baby-cream/c/060603 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/en/christmas-and-new-year-sale/c/christmas25_all https://www.nuskin.com/content/dam/office/gc/HK/zh/Product_training_materials/product-qna-training.pdf https://www.nuskin.com/content/dam/HK/Velocity/forms/nuskin-product-catalogue-zh.pdf https://hkbizcenter.amway.com.hk/cms/attachment/preview/2021/9/24/%E9%9B%85%E5%A7%BF%E6%A4%8D%E8%90%83%E6%BB%8B%E9%A4%8A%E7%B3%BB%E5%88%97%E7%94%A2%E5%93%81%E5%B0%8F%E5%86%8A%E5%AD%90__ea871c65f65446dc8fd23a01deeb7c66.pdf?openExternalBrowser=1 https://www.nuskin.com/content/dam/HK/Velocity/forms/04133179-HK-202107.pdf https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840?utm_source=openai https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid?utm_source=openai https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini?utm_source=openai https://www.kiehls.com.hk/en/?utm_source=openai
intent_01_what-skincare-routine-can-help-with-oily-skin-an__claude__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:27.244Z	完成	https://lgbeauty.com/blog/best-lightweight-moisturizers-for-humid-weather https://lovelybeauty.blog/best-lightweight-moisturizers-for-humid-climate/ https://fashionide.com/vetted/13-best-lightweight-summer-moisturizers-in-2026/ https://smytten.com/blogs/skincare/7-best-humidity-friendly-moisturizers-for-women https://lgbeauty.com/blog/top-moisturizers-for-hot-humid-climates https://theblissfulstudio.com/vetted/14-best-hydrating-facial-moisturizers-in-2026/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.tirabeauty.com/article/articles/best-k-beauty-gel-moisturisers-for-humid-and-oily-skin https://www.gopicky.com/discussion/94905/moisturizer-in-a-humid-country https://www.scmp.com/magazines/post-magazine/fashion/article/2151489/four-light-moisturisers-sticky-hong-kong-summers
intent_01_what-skincare-routine-can-help-with-oily-skin-an__gemini__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:16:38.240Z	完成
intent_02_how-can-i-reduce-the-appearance-of-acne-scars-an__chatgpt__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:57.456Z	完成	https://www.watsons.com.hk/zh-hk/all-brands/list/142487/cerave https://www.watsons.com.hk/en/cerave-facial-moisturizing-lotion-52ml/p/BP_244332 https://www.watsons.com.hk/en/all-brands/list/142487/cerave https://www.watsons.com.hk/en/selected-items-offer/c/0323_cerave https://www.watsons.com.hk/zh-cn/%E4%BA%A7%E5%93%81/c/1?text=%3AproductBrandCode%3Acategory%3A010000%3AproductBrandCode%3A142487 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8cerave%E7%9A%87%E7%89%8C%E6%BD%A4%E8%86%9A%E9%9C%B2/c/0408_cerave_fb https://www.watsons.com.hk/en/merry-giftmas-lac/c/merry_giftmas_lac https://www.watsons.com.hk/zh-hk/%E9%86%AB%E5%AD%B8%E8%AD%B7%E8%86%9A-%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/loreal_derm_face_care https://www.cosmopolitan.com.hk/beauty/300-face-cream https://www.watsons.com.hk/en/purchases-selected-skincare-items-over-299-will-get-1pc-of-la-roche-posay-toleriane-qd-lotion-50ml/c/popwats_skin_1218 https://www.watsons.com.hk/zh-hk/%E9%95%B7%E6%95%88%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-52ml/p/BP_244332 https://eshop.nurse.org.hk/personal-care/facial-care/facial-cream.html https://is-retailhk.istyle.co.jp/20241205.pdf https://www.reddit.com/r/beautyph/comments/1wn69a5/face_moisturizer_suggestions/ https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E6%B5%B7%E5%A4%96%E7%BE%8E%E5%A6%86%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.reddit.com/r/beautyph/comments/1wnytzk/vouch_for_your_triedandtested_moisturizer_pls/ https://www.reddit.com/r/kokeRECENZIRAJU/comments/1uyitgw/la_roche_posay_vs_hada_labo/ https://aigc.idigital.com.cn/djyanbao/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6-2024-12-24.pdf https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddiction/comments/1jks0ir https://www.reddit.com/r/beautytalkph/comments/1p85rfg/skincare_thread_november_28_2025/ https://www.reddit.com/r/PakistaniSkincare/comments/1uxi469/best_skincare_recsinternational/ https://www.reddit.com/r/beautytalkph/comments/1uhr1cr/need_a_good_moisturizer_reco/ https://www.reddit.com/r/skincareexchange/comments/17o98jj https://www.reddit.com/r/beautyph/comments/1pkozzt/hydrating_moisturizer_recommendation/ https://www.reddit.com/r/AusSkincare/comments/1gx832m https://www.reddit.com/r/AusSkincare/comments/1t0hkcs/removed/ https://www.reddit.com/r/Fungalacne/comments/laar2u https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E7%94%A2%E5%93%81%E5%84%AA%E6%83%A0/c/hadalabo_1010 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/zh-hk/%25E7%25BE%258E%25E8%2582%258C%25E8%25AD%25B7%25E8%2586%259A/%25E6%25BD%25A4%25E8%2586%259A/c/010201 https://www.watsons.com.hk/zh-hk/promo-derma_campaign https://www.watsons.com.hk/zh-hk/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/010402?masterBrandCode=138029 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E5%8F%8A%E7%BE%8E%E5%A6%9D%E7%94%A2%E5%93%81/c/skin_0206 https://www.watsons.com.hk/zh-hk/all-brands/list/133443/%E8%82%8C%E7%A0%94?masterBrandCode=133443 https://www.watsons.com.hk/zh-hk/c/hot_100 https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E7%94%A2%E5%93%81-199%E6%8F%9B%E8%B3%BC/c/tn_beaty_0409 https://www.watsons.com.hk/zh-hk/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8-physiogel-%E4%BD%8E%E6%95%8F%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E5%84%AA%E6%83%A0%E8%A3%9D-150%E6%AF%AB%E5%8D%87-75%E6%AF%AB%E5%8D%87/p/BP_821374 https://www.watsons.com.hk/zh-hk/c/hot_100?utm_source=openai https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8?utm_source=openai
intent_02_how-can-i-reduce-the-appearance-of-acne-scars-an__claude__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:46.727Z	完成	https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/415 https://www.elle.com.hk/beauty_and_health/best-30-moisturizers https://topick.hket.com/article/4055179/%E6%B6%88%E5%A7%94%E6%9C%83%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B%EF%B8%B1%E6%B6%88%E5%A7%94%E6%9C%83%E6%B8%AC%E8%A9%A617%E6%AC%BE%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E9%AB%98%E5%88%86%E6%8E%A8%E8%96%A6%E6%A6%9C%E5%96%AE%E3%80%80CLINIQUE-BIOTHERM-DR.%20WU-VICHY-OLAY%E4%B8%8A%E6%A6%9C%E3%80%80%E5%B9%B3%E5%83%B9%E7%99%BE%E5%85%83%E9%9D%A2%E9%9C%9C%E5%8B%9D%E5%B0%88%E6%AB%83-630%E7%94%A2%E5%93%81 https://www.lifeclub.com.hk/blog/posts/blog-hydration-2026 https://www.sephora.hk/categories/skincare/moisturiser https://www.watsons.com.hk/en/beauty/moisturizer/c/010201 https://www.timeout.com/hong-kong/shopping/best-affordable-cheap-skincare-beauty-products-hong-kong https://www.kiehls.com.hk/en_HK/category/moisturizers https://www.sephora.hk/categories/skincare/moisturiser/day-moisturiser https://www.voguehk.com/en/article/beauty/best-hong-kong-beauty-skincare-brands/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.watsons.com.hk/en/personal-care/body-lotion/c/030102 https://www.sephora.hk/categories/skincare/moisturiser/night-cream
intent_02_how-can-i-reduce-the-appearance-of-acne-scars-an__gemini__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:05.569Z	完成
intent_03_how-do-i-choose-skincare-products-for-my-skin-ty__chatgpt__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:28.770Z	完成	https://www.cerave.hk/en-hk/our-products/facial-moisturizers/pm-facial-moisturizing-lotion https://www.laroche-posay.hk/toleriane https://www.cerave.hk/faq https://www.cerave.hk/en-HK https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://hk.iherb.com/pr/vanicream-moisturizing-cream-for-sensitive-skin-fragrance-free-2-oz-57-g/108532 https://hk.iherb.com/c/vanicream/categories https://hk.iherb.com/r/vanicream-daily-facial-moisturizer-for-sensitive-skin-fragrance-free-3-fl-oz-89-ml/108535 https://www.laroche-posay.hk/article/skin-allergy-treatment https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.larocheposay-th.com/-/media/project/loreal/brand-sites/lrp/apac/th/simple-page/better-skin-throughout-cancer/lrp-oncology-skin-side-effects-patient-guide-a5-ld-eng.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201411.pdf https://www.ipd.gov.hk/hkipjournal/22122017/0000000804_1_1.pdf https://www.fmshk.org.hk/database/hkmd/mdapr2025.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1nakc2o https://7157e75ac0509b6a8f5c-5b19c577d01b9ccfe75d2f9e4b17ab55.ssl.cf1.rackcdn.com/UMDNEQBT-PDF-3-540664-4476138154.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201811.pdf https://www.reddit.com/r/Skincare_Addiction/comments/1ip7gtc https://www.reddit.com/r/SkinbarrierLovers/comments/1swxuxk/community_brand_review_vanicream/ https://www.reddit.com/r/Rosacea/comments/1doroyi https://www.reddit.com/r/VeganBeauty/comments/1i8dnfq/bland_fragrancefree_nonirritating_moisturizer/ https://www.reddit.com/r/VeganBeauty/comments/1q1qzrj/bland_fragrancefree_moisturizer_sunscreen/ https://www.reddit.com/r/SkincareAddiction/comments/1blmc6h https://www.reddit.com/r/Allergies/comments/1kiz730 https://www.reddit.com/r/CanSkincare/comments/1j3dxem https://www.reddit.com/r/u_ShopandPlay/comments/16z6ocf https://www.reddit.com/r/bestbeautybuys/comments/1gajfr4 https://www.reddit.com/r/Hong_Kong/comments/1tke1oy/is_this_store_authentic/ https://www.whowhatwear.com/best-drugstore-moisturizers-for-dry-skin https://www.marieclaire.com/beauty/skincare/best-eczema-face-creams/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://www.womanandhome.com/beauty/skincare/best-moisturizers-for-dry-skin/ https://www.whowhatwear.com/moisturisers-for-sensitive-skin https://en.wikipedia.org/wiki/CeraVe https://www.aad.org/public/everyday-care/skin-care-secrets/prevent-skin-problems/test-skin-care-products/ https://www.bioderma.hk/en/our-products/atoderm/creme https://www.aad.org/public/diseases/eczema/types/atopic-dermatitis/atopic-dermatitis-coping https://www.cetaphil.com.hk/en/moisturizing-cream/023843.html https://www.cetaphil.com.hk/en/soothing-comforting-cica-calming-face-cream/053067.html https://www.bioderma.hk/our-products/atoderm/qiangxiaozirunxiuhushuang https://www.aad.org/public/everyday-care/skin-care-basics/dry/pick-moisturizer https://www.cetaphil.com.hk/en/cetaphil-ultra-nourishing-body-treatment-oil/085063.html https://www.cetaphil.com.hk/en/skincare-tips/sensitive-skin-care-guide.html https://www.cetaphil.com.hk/en/healthy-renew-day-cream-spf30/084688.html https://www.cetaphil.com.hk/ https://www.cetaphil.com.hk/en/skincare-tips/face-and-body-cream-vs-lotion-whats-the-difference.html https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Allergist%20Resources/Statements%20and%20Practice%20Parameters/JTF-Atopic-Dermatitis-Guideline-2023-07-31-2026.pdf https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Practice%20Management/Running%20a%20Practice/Patch-testing-slides-2022.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1cxd42p https://www.iao.org/assets/docs/IAO-Magzine-september-2024.pdf https://www.pierrefabreconnect.com/media/marketing/assets/Tolerance_Control_Skin_Recovery_Cream_-_PDS.pdf https://nationaleczema.org/wp-content/uploads/2024/07/NEA_Magazine_Summer2024_D01-WEB.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1pz8e4a/high_quality_medical_grade_beauty_products/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1kye0kh https://www.reddit.com/r/FragranceFreeBeauty/comments/1idegbg https://www.reddit.com/r/FragranceFreeBeauty/comments/1p0pxun/need_help_building_a_fully_fragrance_free/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1k701jq https://www.reddit.com/r/SkincareAddictionLux/comments/1mtrxui https://www.reddit.com/r/FragranceFreeBeauty/comments/1vrt2cz/sensitiveskin_people_what_product_took_you_the/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ip7r28/please_tell_me_your_fav_fragrancefree_nofrills/ https://www.whowhatwear.com/best-moisturizers-for-combination-skin https://en.wikipedia.org/wiki/Vbeaut%C3%A9 https://www.reddit.com/r/FragranceFreeBeauty/comments/1rxdn7o/questions_for_anyone_who_has_done_patch_testing/ https://www.reddit.com/r/FragranceFreeBeauty/comments/ykorji https://www.marieclaire.com/beauty/news/g4432/best-face-moisturizer/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ek4hzd https://www.whowhatwear.com/best-body-lotions https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/restorative-treatments https://www.eau-thermale-avene.hk/en_hk https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-sensitive-skin https://www.avenederm.com/media/marketing/assets/Avene_Product_Manual_0423_Final3_DIGITAL.pdf https://www.watsons.com.hk/en/avene-tolerance-control-soothing-skin-recovery-cream/p/BP_807354 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.avenederm.com/media/businessassets/merchandising_pdf/AVD_ToleranceControl_10x10_P0006858_Digital.pdf https://www.avenederm.com/media/businessassets/merchandising_pdf/Tolerance_Control_Flyer.pdf https://www.yohohongkong.com/en-us/product/239734-Tolerance-Control-Cream-40ml https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.laroche-posay.hk/article/skin-rashes-that-itch-how-to-treat-allergic-reaction-rash-on-face https://www.e-concierge-avenehk.com/en/categories/tolerance-1 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-adults https://www.reddit.com/r/FragranceFreeBeauty/comments/1pd5g40/avene_cicalfate_cream_not_truly_fragrance_free/ https://www.reddit.com/r/EuroSkincare/comments/1moz3cv https://www.reddit.com/r/crueltyfree/comments/1nn712d/vanicream_la_roche_posay_avene_alternatives/ https://www.reddit.com/r/Rosacea/comments/z0e2xf https://www.reddit.com/r/beautyph/comments/1v7yi71/does_anyone_know_where_to_buy_avene_tolerance/ https://www.reddit.com/r/Rosacea/comments/1jaravf https://www.reddit.com/r/Rosacea/comments/1foqewu https://www.reddit.com/r/BeautyUnlocked/comments/1tcvpk3/my_holy_grail_moisturizer_got_discontinued_and_im/ https://www.reddit.com/r/SkincareAddictionLux/comments/1onultm https://www.reddit.com/r/EuroSkincare/comments/1e2yyf5 https://www.reddit.com/r/EuroSkincare/comments/196leoq/avene_tolerance_extreme_dupes/ https://www.reddit.com/r/Rosacea/comments/1uwq57q/av%C3%A8ne_tolerance_control_soothing_skin_recovery/ https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00?utm_source=openai
intent_03_how-do-i-choose-skincare-products-for-my-skin-ty__claude__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:59.726Z	完成	https://mustelahk.store/en/products/%E8%B6%85%E4%BD%8E%E6%95%8F-%E7%84%A1%E9%A6%99%E6%96%99%E6%B0%B4%E4%BB%BD%E6%BD%A4%E9%9D%A2%E9%9C%9C https://www.mschusoapandbeaut.com/en-us/collections/sensitive-skin https://www.qvskincare.com/hk/en.html https://www.wonderflaw.com/14-fragrance-free-moisturizers-that-are-gentle-on-sensitive-skin/ https://www.sassyhongkong.com/beauty-eco-ethical-local-hk-brand-skincare-makeup/ https://www.sassyhongkong.com/beauty-best-spf-moisturisers-every-skin-type/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://lowens.ca/blogs/seo-news/fragrance-free-moisturiser-7-best-options-for-sensitive-skin-care-1260-67 https://bluemercury.com/pages/shop-fragrance-free-moisturizers https://www.stylecraze.com/articles/best-fragrance-free-moisturizers/ https://www.bonjoutbeauty.com/blogs/guides/10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026 https://radiantcarepicks.com/the-10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://theglowwithgrace.com/best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://clevergirlreviews.com/best-fragrance-free-face-moisturizers/ https://ninjachoice.blog/best-fragrance-free-body-moisturizer/ https://skinoptimizer.com/moisturizers-for-sensitive-skin/ https://thebeautyradar.com/best-fragrance-free-moisturizer/ https://creativelens.blog/best-fragrance-free-moisturizer-for-sensitive-skin/
intent_03_how-do-i-choose-skincare-products-for-my-skin-ty__gemini__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:27.811Z	完成
intent_04_what-is-a-better-shower-routine-for-skin-that-fe__chatgpt__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:52.531Z	完成	https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-refill-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-intensive-cream-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-emulsion-120ml-for-dry-skin.html https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/tc_l/111960599.html https://hk.laneige.com/en_l/skincare/line/water-bank.html https://kiehls.eshops.hk/zh/skincare/super-multi-corrective-soft-cream https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-eye-cream-25ml-111960142.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-eye-cream-25ml.html?is_reco_item=1 https://www.youtube.com/watch?v=Ljw-gKL6wI0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/SkyBoutique_202507_09.pdf https://promotion.evaair.com/eBook_Mall/e-books/Sky_Shop/012025/EVASkyShopDutyFreeBrochure.pdf https://strapi-assets.tigerairtw.com/2026_Q1_Tiger_Shop12_19_097542054d.pdf https://www.youtube.com/watch?v=KqK65bvsch0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/65ad919867d4489abfca5bf22f9ea885-0001-converted.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.legco.gov.hk/yr15-16/chinese/counmtg/papers/cm20151104-sp021-ec.pdf https://www.reddit.com/r/u_Ok-Definition-6930/comments/1foaeaz https://www.reddit.com/r/SkincareAddiction/comments/1fb1fc4 https://www.reddit.com/r/beautytalkph/comments/185sbvf https://www.reddit.com/r/EuroSkincare/comments/1h149k4/kiehls_products_yay_or_nay/ https://www.reddit.com/r/PanPorn/comments/f2xrkw https://www.reddit.com/r/SkincareAddiction/comments/1b0qkbs/review_fyi_the_new_formula_for_kiehls_ultra/ https://www.reddit.com/r/SkinbarrierLovers/comments/1t4aahv/lets_be_honest_kiehls_ultra_facial_cream/ https://www.reddit.com/r/AsianBeauty/comments/yetkez https://www.reddit.com/r/beautyph/comments/1w1k7b5/kiehls_products_thread/ https://www.reddit.com/r/u_peaklifestyleadmin/comments/1uas4ly/kiehls_ultra_facial_cream_review_2026_is_this/ https://www.reddit.com/r/Ulta/comments/1cminqn https://www.reddit.com/r/30PlusSkinCare/comments/1809b9y/m34_coming_from_kiehls_ultra_facial_cream/ https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml https://www.clinique.com.hk/the-clinique-lab https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.clinique.com.hk/products/1605/Makeup/Lipsticks https://www.clinique.com.hk/en-hk/product/1605/64269/makeup/lipsticks/moisture-surgetm-lip-treatment https://www.clinique.com.hk/en-hk/product/1609/45042/mens/clinique-for-mentm-maximum-hydrator-72-hour-auto-replenishing-hydrator https://www.clinique.com.hk/lines-wrinkles-skin-care-clinique https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com.hk/product/1667/126187/skin-care/smart-clinical-repairtm-overnight-recovery-cream-mask https://www.clinique.com.hk/product/1687/4977/skin-care/moisturizers/acne-solutions-all-over-clearing-treatment https://www.clinique.com.hk/see-all/hub-article-type/pretty-easy https://www.clinique.com.hk/media/export/cms/pdf/English_ExNA_SonicBrush_Enclosure.pdf https://www.bioderma.hk/en/our-products/hydrabio/gel-creme https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-dermallergo-fluid-40ml/p/BP_810269 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/hydrating-treatments https://www.laroche-posay.hk/toleriane https://www.e-concierge-avenehk.com/en/categories/60a1d3ae916c0a0020cb5d3a?limit=48&order_by=&page=1&sort_by= https://www.bioderma.hk/en/skincare https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://mentholatum.com.hk/collections/%E4%BF%9D%E6%BF%95%E6%BD%A4%E6%BE%A4/products/hadalabo-premium-essence-milk-me90601plk https://www.pns.hk/en/all-brands/b/133443/%E8%82%8C%E7%A0%94 https://mentholatum.com.hk/collections/%E8%82%8C%E7%A0%94-hada-labo https://www.reddit.com/r/SkincareAddiction/comments/1s57fva/product_question_hada_labo_gokujyun_hyaluronic/ https://viviancorp.com/wp-content/uploads/2020/05/Bioderma-Catalogue.pdf https://www.reddit.com/r/EuroSkincare/comments/1one3lr/alternatives_for_toleriance_dermallergo_fluide/ https://www.reddit.com/r/EuroSkincare/comments/1k1d3si/looking_for_alternatives_to_la_roche_posay/ https://uk.lorealdermatologicalbeautypartnershop.com/on/demandware.static/-/Library-Sites-SharedLibrary-UK-IE/default/dwba78cefc/Page%20Designer/2025/LRP%202025%20FULL%20CATALOGUE%20.pdf https://www.reddit.com/r/EuroSkincare/comments/1191v6n https://www.reddit.com/r/SkincareAddiction/comments/1ev4u34 https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/EuroSkincare/comments/1i4c843/alternatives_to_lrp_toleriane_sensitive_fluid/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1qtu98w/alternatives_to_the_toleriane_ultra_fluid_that/ https://www.reddit.com/r/AsianBeauty/comments/hrh6og https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/AsianBeauty/comments/1cg8zx8/whats_your_favourite_hada_labo_moisturizeremulsion/ https://www.linkhk.com/SpecialInfo/ShatinOuting/Ebooklet.pdf https://www.drugoffice.gov.hk/eps/upload/eps_news/53136/ZH/1/News%20bulletin%2028%20Mar%202024%20%28Unauthorised%20skin%20products%29.pdf https://rohto.com.vn/images/rohto-product-catalogue-20220524.pdf https://www.hkexnews.hk/listedco/listconews/sehk/2025/0326/2025032601418.pdf https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://en.wikipedia.org/wiki/Hada_Labo https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml?utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1&utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid?utm_source=openai https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00?utm_source=openai
intent_04_what-is-a-better-shower-routine-for-skin-that-fe__claude__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:17:12.263Z	完成	https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.buzzfeed.com/lily_burrill/hydrating-moisturizers-reviewers-love-in-colder-months https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/260 https://www.koreanbeautysecret.com.hk/blog/%E5%A4%8F%E6%97%A5%E5%95%AB%E5%96%B1%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6%EF%BC%81%E4%BF%9D%E6%BF%95%E4%B8%8D%E6%B2%B9%E7%AC%A0%E3%80%81%E6%B8%85%E7%88%BD%E4%B8%8D%E8%87%B4%E7%97%98%EF%BC%81 https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.sorra.net/category/%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://hk.cosme.net/ranking/415
intent_04_what-is-a-better-shower-routine-for-skin-that-fe__gemini__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:51.128Z	完成

公开观察背景

原始报告 · 确切报告快照

产品: Hada Labo
观察语言: en-US
地区: Hong Kong
买家问题: 4
已保留叙述回答: 12
已完成叙述回答: 12
辅助搜索: 4
完整叙述观察时段（UTC）: 2026-10-19T19:16:27.244Z — 2026-10-19T19:17:52.531Z
按日期的叙述数量（UTC）: 2026-10-19: 12
报告生成时间: 2026-10-20T02:49:47.723Z
网站来源采集时间: 2026-10-20T02:46:31.858Z
叙述模型: chatgpt: openai/gpt-6-luna; gemini: google/gemini-3.7-flash; claude: anthropic/claude-haiku-5.5

原始观察标识

观察标识码	原始问题	AI／模型	观察时间	状态	来源链接
intent_01_my-skin-feels-tight-and-dry-even-after-i-moistur__chatgpt__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:37.403Z	完成	https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://www.clinique.com.hk/the-clinique-lab https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com/skincare-all?collection=moisture_surge_collection https://www.cetaphil.com.hk/en/soothing-gel-cream-with-aloe/052336.html https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.sephora.hk/brands/clinique/skincare/moisturiser https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?gclsrc=aw.ds&pr_rd_page=8&size=125ml https://www.clinique.com/dry-skin-solutions-skincare?msockid=1ea2a420331a6453009db2ed32e26591 https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?msockid=3a824ba7de6e61530aad5bd6dfe6604b&pr_rd_page=9&size=1oz_%2F_30ml https://hk.ozcosmetics.com/Clinique-Moisture-Surge https://www.clinique.cl/products/26707/skin-care/moisturizers/moisture-surge https://www.eng.cuhk.edu.hk/wp-content/uploads/Exemplary_Capstone_Projects_2022.pdf https://www.ipd.gov.hk/hkipjournal/02112018/0000000849_1_1.pdf https://www.nuskin.com/content/dam/HK/products/leaflet/2022/Nutricentials_eLeaflet_Design_May_2022.pdf https://tmng-al.uspto.gov/resting2/api/casedoc/cms/case/99263807/office-action/OfficeAction8123292.pdf https://www.reddit.com/r/Clinique/comments/1t2nqz0/want_to_go_back_to_clinique_help_me_out/ https://www.nacomigroup.com/_files/ugd/f76972_08219ff60b33400ba360ead486ea4365.pdf https://www.reddit.com/r/u_Clinique/comments/1tjr5io/redditors_we_love_hearing_all_of_your_metaphors/ https://novamber.hk/wp-content/uploads/2025/04/NOVamber-Products-Presentation-Skin-Series-15-Slides.pdf https://www.reddit.com/r/CosmeticsCompanyBox/comments/1x706d8/1015/ https://www.reddit.com/r/PanPorn/comments/1qjywbw/clinique_moisture_surge_and_all_about_eyes/ https://www.reddit.com/r/Ulta/comments/1d2js6g https://www.reddit.com/r/AsianBeauty/comments/1fccjll/holy_grail_thinnest_moisturizer_for_super/ https://www.reddit.com/r/SkincareAddiction/comments/1j7thq0/product_question_is_the_clinique_moisture_surge/ https://www.reddit.com/r/makeupdupes/comments/1ka6axj/clinique_moisture_surge/ https://www.reddit.com/r/SkincareAddiction/comments/1edys90 https://www.reddit.com/r/AsianBeauty/comments/zrrm7k/korean_alternative_to_clinique_moisture_surge/ https://www.reddit.com/r/skincareexchange/comments/18xhsi2 https://www.reddit.com/r/SGSkincare/comments/1wym1o3/what_are_some_light_moisturizers_that_are_not/ https://www.whowhatwear.com/beauty/skin/best-gel-moisturisers https://www.whowhatwear.com/beauty/skin/best-collagen-jelly-cream https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.whowhatwear.com/best-korean-moisturizers https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay.hk/toleriane https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.laroche-posay.hk/article/skin-allergy-sensitive-skin-and-reactive-skin https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.kiehls.com.hk/en/ https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?uiel=Desktop https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368 https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?schema=watsonshk%3A%2F%2Fwtchk%2FCOLORMEPRODUCT%2FBP_217368 https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://www.muji.com.hk/upload/files/new_product_department/20191231145232_110.pdf https://www.muji.com.hk/upload/files/new_product_department/20220623174630_139.pdf https://www.reddit.com/r/EuroSkincare/comments/l5i886 https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddictionUK/comments/m1rgb0 https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1lj7n6k https://www.reddit.com/r/SkincareAddictionUK/comments/t5by1t/has_lrp_toleriane_ultra_fluid_been_discontinued/ https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/KoreanBeauty/comments/1kqi0ky https://www.reddit.com/r/EuroSkincare/comments/1192rhu https://www.reddit.com/r/Makeup/comments/1rux3zq/replacement_for_la_rocheposay_toleriane_sensitive/ https://www.reddit.com/r/Rosacea/comments/sthk4h https://www.reddit.com/r/Fungalacne/comments/njsacn/anyone_have_issues_with_la_rocheposay_toleriane/ https://is-retailhk.istyle.co.jp/20241205.pdf https://www.consumer.org.hk/tc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.consumer.org.hk/sc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840 https://www.watsons.com.hk/en/all-brands/list/114206/neutrogena?masterBrandCode=114206 https://www.sephora.hk/categories/skincare/moisturiser?page=6 https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352 https://mentholatum.com.hk/products/hadalabo-sh-light-cream-me90601s02 https://www.watsons.com.hk/en/12-12-sale-bration-neutrogena/c/salebration25_neutrogena https://hk.cosme.net/ranking/840 https://www.vanessabeauty.com.hk/categories/cream-and-lotion https://www.wellcome.com.hk/zh-hant/p/%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E6%B0%B4%E5%87%9D%E9%9C%9C%2050GM/i/101382675.html https://www.watsons.com.hk/en/mother-baby/baby-cream/c/060603 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/en/christmas-and-new-year-sale/c/christmas25_all https://www.nuskin.com/content/dam/office/gc/HK/zh/Product_training_materials/product-qna-training.pdf https://www.nuskin.com/content/dam/HK/Velocity/forms/nuskin-product-catalogue-zh.pdf https://hkbizcenter.amway.com.hk/cms/attachment/preview/2021/9/24/%E9%9B%85%E5%A7%BF%E6%A4%8D%E8%90%83%E6%BB%8B%E9%A4%8A%E7%B3%BB%E5%88%97%E7%94%A2%E5%93%81%E5%B0%8F%E5%86%8A%E5%AD%90__ea871c65f65446dc8fd23a01deeb7c66.pdf?openExternalBrowser=1 https://www.nuskin.com/content/dam/HK/Velocity/forms/04133179-HK-202107.pdf https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840?utm_source=openai https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid?utm_source=openai https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini?utm_source=openai https://www.kiehls.com.hk/en/?utm_source=openai
intent_02_i-want-to-layer-a-hyaluronic-acid-serum-with-oth__chatgpt__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:57.456Z	完成	https://www.watsons.com.hk/zh-hk/all-brands/list/142487/cerave https://www.watsons.com.hk/en/cerave-facial-moisturizing-lotion-52ml/p/BP_244332 https://www.watsons.com.hk/en/all-brands/list/142487/cerave https://www.watsons.com.hk/en/selected-items-offer/c/0323_cerave https://www.watsons.com.hk/zh-cn/%E4%BA%A7%E5%93%81/c/1?text=%3AproductBrandCode%3Acategory%3A010000%3AproductBrandCode%3A142487 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8cerave%E7%9A%87%E7%89%8C%E6%BD%A4%E8%86%9A%E9%9C%B2/c/0408_cerave_fb https://www.watsons.com.hk/en/merry-giftmas-lac/c/merry_giftmas_lac https://www.watsons.com.hk/zh-hk/%E9%86%AB%E5%AD%B8%E8%AD%B7%E8%86%9A-%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/loreal_derm_face_care https://www.cosmopolitan.com.hk/beauty/300-face-cream https://www.watsons.com.hk/en/purchases-selected-skincare-items-over-299-will-get-1pc-of-la-roche-posay-toleriane-qd-lotion-50ml/c/popwats_skin_1218 https://www.watsons.com.hk/zh-hk/%E9%95%B7%E6%95%88%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-52ml/p/BP_244332 https://eshop.nurse.org.hk/personal-care/facial-care/facial-cream.html https://is-retailhk.istyle.co.jp/20241205.pdf https://www.reddit.com/r/beautyph/comments/1wn69a5/face_moisturizer_suggestions/ https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E6%B5%B7%E5%A4%96%E7%BE%8E%E5%A6%86%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.reddit.com/r/beautyph/comments/1wnytzk/vouch_for_your_triedandtested_moisturizer_pls/ https://www.reddit.com/r/kokeRECENZIRAJU/comments/1uyitgw/la_roche_posay_vs_hada_labo/ https://aigc.idigital.com.cn/djyanbao/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6-2024-12-24.pdf https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddiction/comments/1jks0ir https://www.reddit.com/r/beautytalkph/comments/1p85rfg/skincare_thread_november_28_2025/ https://www.reddit.com/r/PakistaniSkincare/comments/1uxi469/best_skincare_recsinternational/ https://www.reddit.com/r/beautytalkph/comments/1uhr1cr/need_a_good_moisturizer_reco/ https://www.reddit.com/r/skincareexchange/comments/17o98jj https://www.reddit.com/r/beautyph/comments/1pkozzt/hydrating_moisturizer_recommendation/ https://www.reddit.com/r/AusSkincare/comments/1gx832m https://www.reddit.com/r/AusSkincare/comments/1t0hkcs/removed/ https://www.reddit.com/r/Fungalacne/comments/laar2u https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E7%94%A2%E5%93%81%E5%84%AA%E6%83%A0/c/hadalabo_1010 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/zh-hk/%25E7%25BE%258E%25E8%2582%258C%25E8%25AD%25B7%25E8%2586%259A/%25E6%25BD%25A4%25E8%2586%259A/c/010201 https://www.watsons.com.hk/zh-hk/promo-derma_campaign https://www.watsons.com.hk/zh-hk/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/010402?masterBrandCode=138029 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E5%8F%8A%E7%BE%8E%E5%A6%9D%E7%94%A2%E5%93%81/c/skin_0206 https://www.watsons.com.hk/zh-hk/all-brands/list/133443/%E8%82%8C%E7%A0%94?masterBrandCode=133443 https://www.watsons.com.hk/zh-hk/c/hot_100 https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E7%94%A2%E5%93%81-199%E6%8F%9B%E8%B3%BC/c/tn_beaty_0409 https://www.watsons.com.hk/zh-hk/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8-physiogel-%E4%BD%8E%E6%95%8F%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E5%84%AA%E6%83%A0%E8%A3%9D-150%E6%AF%AB%E5%8D%87-75%E6%AF%AB%E5%8D%87/p/BP_821374 https://www.watsons.com.hk/zh-hk/c/hot_100?utm_source=openai https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8?utm_source=openai
intent_03_what-ingredients-should-i-look-for-in-skincare-f__chatgpt__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:28.770Z	完成	https://www.cerave.hk/en-hk/our-products/facial-moisturizers/pm-facial-moisturizing-lotion https://www.laroche-posay.hk/toleriane https://www.cerave.hk/faq https://www.cerave.hk/en-HK https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://hk.iherb.com/pr/vanicream-moisturizing-cream-for-sensitive-skin-fragrance-free-2-oz-57-g/108532 https://hk.iherb.com/c/vanicream/categories https://hk.iherb.com/r/vanicream-daily-facial-moisturizer-for-sensitive-skin-fragrance-free-3-fl-oz-89-ml/108535 https://www.laroche-posay.hk/article/skin-allergy-treatment https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.larocheposay-th.com/-/media/project/loreal/brand-sites/lrp/apac/th/simple-page/better-skin-throughout-cancer/lrp-oncology-skin-side-effects-patient-guide-a5-ld-eng.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201411.pdf https://www.ipd.gov.hk/hkipjournal/22122017/0000000804_1_1.pdf https://www.fmshk.org.hk/database/hkmd/mdapr2025.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1nakc2o https://7157e75ac0509b6a8f5c-5b19c577d01b9ccfe75d2f9e4b17ab55.ssl.cf1.rackcdn.com/UMDNEQBT-PDF-3-540664-4476138154.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201811.pdf https://www.reddit.com/r/Skincare_Addiction/comments/1ip7gtc https://www.reddit.com/r/SkinbarrierLovers/comments/1swxuxk/community_brand_review_vanicream/ https://www.reddit.com/r/Rosacea/comments/1doroyi https://www.reddit.com/r/VeganBeauty/comments/1i8dnfq/bland_fragrancefree_nonirritating_moisturizer/ https://www.reddit.com/r/VeganBeauty/comments/1q1qzrj/bland_fragrancefree_moisturizer_sunscreen/ https://www.reddit.com/r/SkincareAddiction/comments/1blmc6h https://www.reddit.com/r/Allergies/comments/1kiz730 https://www.reddit.com/r/CanSkincare/comments/1j3dxem https://www.reddit.com/r/u_ShopandPlay/comments/16z6ocf https://www.reddit.com/r/bestbeautybuys/comments/1gajfr4 https://www.reddit.com/r/Hong_Kong/comments/1tke1oy/is_this_store_authentic/ https://www.whowhatwear.com/best-drugstore-moisturizers-for-dry-skin https://www.marieclaire.com/beauty/skincare/best-eczema-face-creams/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://www.womanandhome.com/beauty/skincare/best-moisturizers-for-dry-skin/ https://www.whowhatwear.com/moisturisers-for-sensitive-skin https://en.wikipedia.org/wiki/CeraVe https://www.aad.org/public/everyday-care/skin-care-secrets/prevent-skin-problems/test-skin-care-products/ https://www.bioderma.hk/en/our-products/atoderm/creme https://www.aad.org/public/diseases/eczema/types/atopic-dermatitis/atopic-dermatitis-coping https://www.cetaphil.com.hk/en/moisturizing-cream/023843.html https://www.cetaphil.com.hk/en/soothing-comforting-cica-calming-face-cream/053067.html https://www.bioderma.hk/our-products/atoderm/qiangxiaozirunxiuhushuang https://www.aad.org/public/everyday-care/skin-care-basics/dry/pick-moisturizer https://www.cetaphil.com.hk/en/cetaphil-ultra-nourishing-body-treatment-oil/085063.html https://www.cetaphil.com.hk/en/skincare-tips/sensitive-skin-care-guide.html https://www.cetaphil.com.hk/en/healthy-renew-day-cream-spf30/084688.html https://www.cetaphil.com.hk/ https://www.cetaphil.com.hk/en/skincare-tips/face-and-body-cream-vs-lotion-whats-the-difference.html https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Allergist%20Resources/Statements%20and%20Practice%20Parameters/JTF-Atopic-Dermatitis-Guideline-2023-07-31-2026.pdf https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Practice%20Management/Running%20a%20Practice/Patch-testing-slides-2022.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1cxd42p https://www.iao.org/assets/docs/IAO-Magzine-september-2024.pdf https://www.pierrefabreconnect.com/media/marketing/assets/Tolerance_Control_Skin_Recovery_Cream_-_PDS.pdf https://nationaleczema.org/wp-content/uploads/2024/07/NEA_Magazine_Summer2024_D01-WEB.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1pz8e4a/high_quality_medical_grade_beauty_products/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1kye0kh https://www.reddit.com/r/FragranceFreeBeauty/comments/1idegbg https://www.reddit.com/r/FragranceFreeBeauty/comments/1p0pxun/need_help_building_a_fully_fragrance_free/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1k701jq https://www.reddit.com/r/SkincareAddictionLux/comments/1mtrxui https://www.reddit.com/r/FragranceFreeBeauty/comments/1vrt2cz/sensitiveskin_people_what_product_took_you_the/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ip7r28/please_tell_me_your_fav_fragrancefree_nofrills/ https://www.whowhatwear.com/best-moisturizers-for-combination-skin https://en.wikipedia.org/wiki/Vbeaut%C3%A9 https://www.reddit.com/r/FragranceFreeBeauty/comments/1rxdn7o/questions_for_anyone_who_has_done_patch_testing/ https://www.reddit.com/r/FragranceFreeBeauty/comments/ykorji https://www.marieclaire.com/beauty/news/g4432/best-face-moisturizer/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ek4hzd https://www.whowhatwear.com/best-body-lotions https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/restorative-treatments https://www.eau-thermale-avene.hk/en_hk https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-sensitive-skin https://www.avenederm.com/media/marketing/assets/Avene_Product_Manual_0423_Final3_DIGITAL.pdf https://www.watsons.com.hk/en/avene-tolerance-control-soothing-skin-recovery-cream/p/BP_807354 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.avenederm.com/media/businessassets/merchandising_pdf/AVD_ToleranceControl_10x10_P0006858_Digital.pdf https://www.avenederm.com/media/businessassets/merchandising_pdf/Tolerance_Control_Flyer.pdf https://www.yohohongkong.com/en-us/product/239734-Tolerance-Control-Cream-40ml https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.laroche-posay.hk/article/skin-rashes-that-itch-how-to-treat-allergic-reaction-rash-on-face https://www.e-concierge-avenehk.com/en/categories/tolerance-1 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-adults https://www.reddit.com/r/FragranceFreeBeauty/comments/1pd5g40/avene_cicalfate_cream_not_truly_fragrance_free/ https://www.reddit.com/r/EuroSkincare/comments/1moz3cv https://www.reddit.com/r/crueltyfree/comments/1nn712d/vanicream_la_roche_posay_avene_alternatives/ https://www.reddit.com/r/Rosacea/comments/z0e2xf https://www.reddit.com/r/beautyph/comments/1v7yi71/does_anyone_know_where_to_buy_avene_tolerance/ https://www.reddit.com/r/Rosacea/comments/1jaravf https://www.reddit.com/r/Rosacea/comments/1foqewu https://www.reddit.com/r/BeautyUnlocked/comments/1tcvpk3/my_holy_grail_moisturizer_got_discontinued_and_im/ https://www.reddit.com/r/SkincareAddictionLux/comments/1onultm https://www.reddit.com/r/EuroSkincare/comments/1e2yyf5 https://www.reddit.com/r/EuroSkincare/comments/196leoq/avene_tolerance_extreme_dupes/ https://www.reddit.com/r/Rosacea/comments/1uwq57q/av%C3%A8ne_tolerance_control_soothing_skin_recovery/ https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00?utm_source=openai
intent_01_my-skin-feels-tight-and-dry-even-after-i-moistur__gemini__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:16:38.240Z	完成
intent_01_my-skin-feels-tight-and-dry-even-after-i-moistur__claude__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:27.244Z	完成	https://lgbeauty.com/blog/best-lightweight-moisturizers-for-humid-weather https://lovelybeauty.blog/best-lightweight-moisturizers-for-humid-climate/ https://fashionide.com/vetted/13-best-lightweight-summer-moisturizers-in-2026/ https://smytten.com/blogs/skincare/7-best-humidity-friendly-moisturizers-for-women https://lgbeauty.com/blog/top-moisturizers-for-hot-humid-climates https://theblissfulstudio.com/vetted/14-best-hydrating-facial-moisturizers-in-2026/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.tirabeauty.com/article/articles/best-k-beauty-gel-moisturisers-for-humid-and-oily-skin https://www.gopicky.com/discussion/94905/moisturizer-in-a-humid-country https://www.scmp.com/magazines/post-magazine/fashion/article/2151489/four-light-moisturisers-sticky-hong-kong-summers
intent_04_i-need-a-daily-moisturizing-sunscreen-that-won-t__chatgpt__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:52.531Z	完成	https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-refill-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-intensive-cream-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-emulsion-120ml-for-dry-skin.html https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/tc_l/111960599.html https://hk.laneige.com/en_l/skincare/line/water-bank.html https://kiehls.eshops.hk/zh/skincare/super-multi-corrective-soft-cream https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-eye-cream-25ml-111960142.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-eye-cream-25ml.html?is_reco_item=1 https://www.youtube.com/watch?v=Ljw-gKL6wI0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/SkyBoutique_202507_09.pdf https://promotion.evaair.com/eBook_Mall/e-books/Sky_Shop/012025/EVASkyShopDutyFreeBrochure.pdf https://strapi-assets.tigerairtw.com/2026_Q1_Tiger_Shop12_19_097542054d.pdf https://www.youtube.com/watch?v=KqK65bvsch0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/65ad919867d4489abfca5bf22f9ea885-0001-converted.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.legco.gov.hk/yr15-16/chinese/counmtg/papers/cm20151104-sp021-ec.pdf https://www.reddit.com/r/u_Ok-Definition-6930/comments/1foaeaz https://www.reddit.com/r/SkincareAddiction/comments/1fb1fc4 https://www.reddit.com/r/beautytalkph/comments/185sbvf https://www.reddit.com/r/EuroSkincare/comments/1h149k4/kiehls_products_yay_or_nay/ https://www.reddit.com/r/PanPorn/comments/f2xrkw https://www.reddit.com/r/SkincareAddiction/comments/1b0qkbs/review_fyi_the_new_formula_for_kiehls_ultra/ https://www.reddit.com/r/SkinbarrierLovers/comments/1t4aahv/lets_be_honest_kiehls_ultra_facial_cream/ https://www.reddit.com/r/AsianBeauty/comments/yetkez https://www.reddit.com/r/beautyph/comments/1w1k7b5/kiehls_products_thread/ https://www.reddit.com/r/u_peaklifestyleadmin/comments/1uas4ly/kiehls_ultra_facial_cream_review_2026_is_this/ https://www.reddit.com/r/Ulta/comments/1cminqn https://www.reddit.com/r/30PlusSkinCare/comments/1809b9y/m34_coming_from_kiehls_ultra_facial_cream/ https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml https://www.clinique.com.hk/the-clinique-lab https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.clinique.com.hk/products/1605/Makeup/Lipsticks https://www.clinique.com.hk/en-hk/product/1605/64269/makeup/lipsticks/moisture-surgetm-lip-treatment https://www.clinique.com.hk/en-hk/product/1609/45042/mens/clinique-for-mentm-maximum-hydrator-72-hour-auto-replenishing-hydrator https://www.clinique.com.hk/lines-wrinkles-skin-care-clinique https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com.hk/product/1667/126187/skin-care/smart-clinical-repairtm-overnight-recovery-cream-mask https://www.clinique.com.hk/product/1687/4977/skin-care/moisturizers/acne-solutions-all-over-clearing-treatment https://www.clinique.com.hk/see-all/hub-article-type/pretty-easy https://www.clinique.com.hk/media/export/cms/pdf/English_ExNA_SonicBrush_Enclosure.pdf https://www.bioderma.hk/en/our-products/hydrabio/gel-creme https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-dermallergo-fluid-40ml/p/BP_810269 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/hydrating-treatments https://www.laroche-posay.hk/toleriane https://www.e-concierge-avenehk.com/en/categories/60a1d3ae916c0a0020cb5d3a?limit=48&order_by=&page=1&sort_by= https://www.bioderma.hk/en/skincare https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://mentholatum.com.hk/collections/%E4%BF%9D%E6%BF%95%E6%BD%A4%E6%BE%A4/products/hadalabo-premium-essence-milk-me90601plk https://www.pns.hk/en/all-brands/b/133443/%E8%82%8C%E7%A0%94 https://mentholatum.com.hk/collections/%E8%82%8C%E7%A0%94-hada-labo https://www.reddit.com/r/SkincareAddiction/comments/1s57fva/product_question_hada_labo_gokujyun_hyaluronic/ https://viviancorp.com/wp-content/uploads/2020/05/Bioderma-Catalogue.pdf https://www.reddit.com/r/EuroSkincare/comments/1one3lr/alternatives_for_toleriance_dermallergo_fluide/ https://www.reddit.com/r/EuroSkincare/comments/1k1d3si/looking_for_alternatives_to_la_roche_posay/ https://uk.lorealdermatologicalbeautypartnershop.com/on/demandware.static/-/Library-Sites-SharedLibrary-UK-IE/default/dwba78cefc/Page%20Designer/2025/LRP%202025%20FULL%20CATALOGUE%20.pdf https://www.reddit.com/r/EuroSkincare/comments/1191v6n https://www.reddit.com/r/SkincareAddiction/comments/1ev4u34 https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/EuroSkincare/comments/1i4c843/alternatives_to_lrp_toleriane_sensitive_fluid/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1qtu98w/alternatives_to_the_toleriane_ultra_fluid_that/ https://www.reddit.com/r/AsianBeauty/comments/hrh6og https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/AsianBeauty/comments/1cg8zx8/whats_your_favourite_hada_labo_moisturizeremulsion/ https://www.linkhk.com/SpecialInfo/ShatinOuting/Ebooklet.pdf https://www.drugoffice.gov.hk/eps/upload/eps_news/53136/ZH/1/News%20bulletin%2028%20Mar%202024%20%28Unauthorised%20skin%20products%29.pdf https://rohto.com.vn/images/rohto-product-catalogue-20220524.pdf https://www.hkexnews.hk/listedco/listconews/sehk/2025/0326/2025032601418.pdf https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://en.wikipedia.org/wiki/Hada_Labo https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml?utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1&utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid?utm_source=openai https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00?utm_source=openai
intent_02_i-want-to-layer-a-hyaluronic-acid-serum-with-oth__gemini__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:05.569Z	完成
intent_02_i-want-to-layer-a-hyaluronic-acid-serum-with-oth__claude__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:46.727Z	完成	https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/415 https://www.elle.com.hk/beauty_and_health/best-30-moisturizers https://topick.hket.com/article/4055179/%E6%B6%88%E5%A7%94%E6%9C%83%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B%EF%B8%B1%E6%B6%88%E5%A7%94%E6%9C%83%E6%B8%AC%E8%A9%A617%E6%AC%BE%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E9%AB%98%E5%88%86%E6%8E%A8%E8%96%A6%E6%A6%9C%E5%96%AE%E3%80%80CLINIQUE-BIOTHERM-DR.%20WU-VICHY-OLAY%E4%B8%8A%E6%A6%9C%E3%80%80%E5%B9%B3%E5%83%B9%E7%99%BE%E5%85%83%E9%9D%A2%E9%9C%9C%E5%8B%9D%E5%B0%88%E6%AB%83-630%E7%94%A2%E5%93%81 https://www.lifeclub.com.hk/blog/posts/blog-hydration-2026 https://www.sephora.hk/categories/skincare/moisturiser https://www.watsons.com.hk/en/beauty/moisturizer/c/010201 https://www.timeout.com/hong-kong/shopping/best-affordable-cheap-skincare-beauty-products-hong-kong https://www.kiehls.com.hk/en_HK/category/moisturizers https://www.sephora.hk/categories/skincare/moisturiser/day-moisturiser https://www.voguehk.com/en/article/beauty/best-hong-kong-beauty-skincare-brands/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.watsons.com.hk/en/personal-care/body-lotion/c/030102 https://www.sephora.hk/categories/skincare/moisturiser/night-cream
intent_03_what-ingredients-should-i-look-for-in-skincare-f__gemini__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:27.811Z	完成
intent_03_what-ingredients-should-i-look-for-in-skincare-f__claude__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:59.726Z	完成	https://mustelahk.store/en/products/%E8%B6%85%E4%BD%8E%E6%95%8F-%E7%84%A1%E9%A6%99%E6%96%99%E6%B0%B4%E4%BB%BD%E6%BD%A4%E9%9D%A2%E9%9C%9C https://www.mschusoapandbeaut.com/en-us/collections/sensitive-skin https://www.qvskincare.com/hk/en.html https://www.wonderflaw.com/14-fragrance-free-moisturizers-that-are-gentle-on-sensitive-skin/ https://www.sassyhongkong.com/beauty-eco-ethical-local-hk-brand-skincare-makeup/ https://www.sassyhongkong.com/beauty-best-spf-moisturisers-every-skin-type/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://lowens.ca/blogs/seo-news/fragrance-free-moisturiser-7-best-options-for-sensitive-skin-care-1260-67 https://bluemercury.com/pages/shop-fragrance-free-moisturizers https://www.stylecraze.com/articles/best-fragrance-free-moisturizers/ https://www.bonjoutbeauty.com/blogs/guides/10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026 https://radiantcarepicks.com/the-10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://theglowwithgrace.com/best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://clevergirlreviews.com/best-fragrance-free-face-moisturizers/ https://ninjachoice.blog/best-fragrance-free-body-moisturizer/ https://skinoptimizer.com/moisturizers-for-sensitive-skin/ https://thebeautyradar.com/best-fragrance-free-moisturizer/ https://creativelens.blog/best-fragrance-free-moisturizer-for-sensitive-skin/
intent_04_i-need-a-daily-moisturizing-sunscreen-that-won-t__gemini__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:51.128Z	完成
intent_04_i-need-a-daily-moisturizing-sunscreen-that-won-t__claude__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:17:12.263Z	完成	https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.buzzfeed.com/lily_burrill/hydrating-moisturizers-reviewers-love-in-colder-months https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/260 https://www.koreanbeautysecret.com.hk/blog/%E5%A4%8F%E6%97%A5%E5%95%AB%E5%96%B1%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6%EF%BC%81%E4%BF%9D%E6%BF%95%E4%B8%8D%E6%B2%B9%E7%AC%A0%E3%80%81%E6%B8%85%E7%88%BD%E4%B8%8D%E8%87%B4%E7%97%98%EF%BC%81 https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.sorra.net/category/%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://hk.cosme.net/ranking/415

公开观察背景

原始报告 · 确切报告快照

产品: Olay
观察语言: en-US
地区: Hong Kong
买家问题: 4
已保留叙述回答: 12
已完成叙述回答: 12
辅助搜索: 4
完整叙述观察时段（UTC）: 2026-10-19T19:16:27.244Z — 2026-10-19T19:17:52.531Z
按日期的叙述数量（UTC）: 2026-10-19: 12
报告生成时间: 2026-10-20T02:45:20.608Z
网站来源采集时间: 2026-10-19T19:47:54.331Z
叙述模型: chatgpt: openai/gpt-6-luna; gemini: google/gemini-3.7-flash; claude: anthropic/claude-haiku-5.5

原始观察标识

观察标识码	原始问题	AI／模型	观察时间	状态	来源链接
intent_01_i-m-in-my-late-30s-and-my-face-is-starting-to-fe__chatgpt__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:37.403Z	完成	https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://www.clinique.com.hk/the-clinique-lab https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com/skincare-all?collection=moisture_surge_collection https://www.cetaphil.com.hk/en/soothing-gel-cream-with-aloe/052336.html https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.sephora.hk/brands/clinique/skincare/moisturiser https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?gclsrc=aw.ds&pr_rd_page=8&size=125ml https://www.clinique.com/dry-skin-solutions-skincare?msockid=1ea2a420331a6453009db2ed32e26591 https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?msockid=3a824ba7de6e61530aad5bd6dfe6604b&pr_rd_page=9&size=1oz_%2F_30ml https://hk.ozcosmetics.com/Clinique-Moisture-Surge https://www.clinique.cl/products/26707/skin-care/moisturizers/moisture-surge https://www.eng.cuhk.edu.hk/wp-content/uploads/Exemplary_Capstone_Projects_2022.pdf https://www.ipd.gov.hk/hkipjournal/02112018/0000000849_1_1.pdf https://www.nuskin.com/content/dam/HK/products/leaflet/2022/Nutricentials_eLeaflet_Design_May_2022.pdf https://tmng-al.uspto.gov/resting2/api/casedoc/cms/case/99263807/office-action/OfficeAction8123292.pdf https://www.reddit.com/r/Clinique/comments/1t2nqz0/want_to_go_back_to_clinique_help_me_out/ https://www.nacomigroup.com/_files/ugd/f76972_08219ff60b33400ba360ead486ea4365.pdf https://www.reddit.com/r/u_Clinique/comments/1tjr5io/redditors_we_love_hearing_all_of_your_metaphors/ https://novamber.hk/wp-content/uploads/2025/04/NOVamber-Products-Presentation-Skin-Series-15-Slides.pdf https://www.reddit.com/r/CosmeticsCompanyBox/comments/1x706d8/1015/ https://www.reddit.com/r/PanPorn/comments/1qjywbw/clinique_moisture_surge_and_all_about_eyes/ https://www.reddit.com/r/Ulta/comments/1d2js6g https://www.reddit.com/r/AsianBeauty/comments/1fccjll/holy_grail_thinnest_moisturizer_for_super/ https://www.reddit.com/r/SkincareAddiction/comments/1j7thq0/product_question_is_the_clinique_moisture_surge/ https://www.reddit.com/r/makeupdupes/comments/1ka6axj/clinique_moisture_surge/ https://www.reddit.com/r/SkincareAddiction/comments/1edys90 https://www.reddit.com/r/AsianBeauty/comments/zrrm7k/korean_alternative_to_clinique_moisture_surge/ https://www.reddit.com/r/skincareexchange/comments/18xhsi2 https://www.reddit.com/r/SGSkincare/comments/1wym1o3/what_are_some_light_moisturizers_that_are_not/ https://www.whowhatwear.com/beauty/skin/best-gel-moisturisers https://www.whowhatwear.com/beauty/skin/best-collagen-jelly-cream https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.whowhatwear.com/best-korean-moisturizers https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay.hk/toleriane https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.laroche-posay.hk/article/skin-allergy-sensitive-skin-and-reactive-skin https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.kiehls.com.hk/en/ https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?uiel=Desktop https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368 https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?schema=watsonshk%3A%2F%2Fwtchk%2FCOLORMEPRODUCT%2FBP_217368 https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://www.muji.com.hk/upload/files/new_product_department/20191231145232_110.pdf https://www.muji.com.hk/upload/files/new_product_department/20220623174630_139.pdf https://www.reddit.com/r/EuroSkincare/comments/l5i886 https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddictionUK/comments/m1rgb0 https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1lj7n6k https://www.reddit.com/r/SkincareAddictionUK/comments/t5by1t/has_lrp_toleriane_ultra_fluid_been_discontinued/ https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/KoreanBeauty/comments/1kqi0ky https://www.reddit.com/r/EuroSkincare/comments/1192rhu https://www.reddit.com/r/Makeup/comments/1rux3zq/replacement_for_la_rocheposay_toleriane_sensitive/ https://www.reddit.com/r/Rosacea/comments/sthk4h https://www.reddit.com/r/Fungalacne/comments/njsacn/anyone_have_issues_with_la_rocheposay_toleriane/ https://is-retailhk.istyle.co.jp/20241205.pdf https://www.consumer.org.hk/tc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.consumer.org.hk/sc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840 https://www.watsons.com.hk/en/all-brands/list/114206/neutrogena?masterBrandCode=114206 https://www.sephora.hk/categories/skincare/moisturiser?page=6 https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352 https://mentholatum.com.hk/products/hadalabo-sh-light-cream-me90601s02 https://www.watsons.com.hk/en/12-12-sale-bration-neutrogena/c/salebration25_neutrogena https://hk.cosme.net/ranking/840 https://www.vanessabeauty.com.hk/categories/cream-and-lotion https://www.wellcome.com.hk/zh-hant/p/%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E6%B0%B4%E5%87%9D%E9%9C%9C%2050GM/i/101382675.html https://www.watsons.com.hk/en/mother-baby/baby-cream/c/060603 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/en/christmas-and-new-year-sale/c/christmas25_all https://www.nuskin.com/content/dam/office/gc/HK/zh/Product_training_materials/product-qna-training.pdf https://www.nuskin.com/content/dam/HK/Velocity/forms/nuskin-product-catalogue-zh.pdf https://hkbizcenter.amway.com.hk/cms/attachment/preview/2021/9/24/%E9%9B%85%E5%A7%BF%E6%A4%8D%E8%90%83%E6%BB%8B%E9%A4%8A%E7%B3%BB%E5%88%97%E7%94%A2%E5%93%81%E5%B0%8F%E5%86%8A%E5%AD%90__ea871c65f65446dc8fd23a01deeb7c66.pdf?openExternalBrowser=1 https://www.nuskin.com/content/dam/HK/Velocity/forms/04133179-HK-202107.pdf https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840?utm_source=openai https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid?utm_source=openai https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini?utm_source=openai https://www.kiehls.com.hk/en/?utm_source=openai
intent_02_my-skin-looks-dull-and-yellow-even-though-i-clea__chatgpt__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:57.456Z	完成	https://www.watsons.com.hk/zh-hk/all-brands/list/142487/cerave https://www.watsons.com.hk/en/cerave-facial-moisturizing-lotion-52ml/p/BP_244332 https://www.watsons.com.hk/en/all-brands/list/142487/cerave https://www.watsons.com.hk/en/selected-items-offer/c/0323_cerave https://www.watsons.com.hk/zh-cn/%E4%BA%A7%E5%93%81/c/1?text=%3AproductBrandCode%3Acategory%3A010000%3AproductBrandCode%3A142487 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8cerave%E7%9A%87%E7%89%8C%E6%BD%A4%E8%86%9A%E9%9C%B2/c/0408_cerave_fb https://www.watsons.com.hk/en/merry-giftmas-lac/c/merry_giftmas_lac https://www.watsons.com.hk/zh-hk/%E9%86%AB%E5%AD%B8%E8%AD%B7%E8%86%9A-%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/loreal_derm_face_care https://www.cosmopolitan.com.hk/beauty/300-face-cream https://www.watsons.com.hk/en/purchases-selected-skincare-items-over-299-will-get-1pc-of-la-roche-posay-toleriane-qd-lotion-50ml/c/popwats_skin_1218 https://www.watsons.com.hk/zh-hk/%E9%95%B7%E6%95%88%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-52ml/p/BP_244332 https://eshop.nurse.org.hk/personal-care/facial-care/facial-cream.html https://is-retailhk.istyle.co.jp/20241205.pdf https://www.reddit.com/r/beautyph/comments/1wn69a5/face_moisturizer_suggestions/ https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E6%B5%B7%E5%A4%96%E7%BE%8E%E5%A6%86%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.reddit.com/r/beautyph/comments/1wnytzk/vouch_for_your_triedandtested_moisturizer_pls/ https://www.reddit.com/r/kokeRECENZIRAJU/comments/1uyitgw/la_roche_posay_vs_hada_labo/ https://aigc.idigital.com.cn/djyanbao/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6-2024-12-24.pdf https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddiction/comments/1jks0ir https://www.reddit.com/r/beautytalkph/comments/1p85rfg/skincare_thread_november_28_2025/ https://www.reddit.com/r/PakistaniSkincare/comments/1uxi469/best_skincare_recsinternational/ https://www.reddit.com/r/beautytalkph/comments/1uhr1cr/need_a_good_moisturizer_reco/ https://www.reddit.com/r/skincareexchange/comments/17o98jj https://www.reddit.com/r/beautyph/comments/1pkozzt/hydrating_moisturizer_recommendation/ https://www.reddit.com/r/AusSkincare/comments/1gx832m https://www.reddit.com/r/AusSkincare/comments/1t0hkcs/removed/ https://www.reddit.com/r/Fungalacne/comments/laar2u https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E7%94%A2%E5%93%81%E5%84%AA%E6%83%A0/c/hadalabo_1010 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/zh-hk/%25E7%25BE%258E%25E8%2582%258C%25E8%25AD%25B7%25E8%2586%259A/%25E6%25BD%25A4%25E8%2586%259A/c/010201 https://www.watsons.com.hk/zh-hk/promo-derma_campaign https://www.watsons.com.hk/zh-hk/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/010402?masterBrandCode=138029 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E5%8F%8A%E7%BE%8E%E5%A6%9D%E7%94%A2%E5%93%81/c/skin_0206 https://www.watsons.com.hk/zh-hk/all-brands/list/133443/%E8%82%8C%E7%A0%94?masterBrandCode=133443 https://www.watsons.com.hk/zh-hk/c/hot_100 https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E7%94%A2%E5%93%81-199%E6%8F%9B%E8%B3%BC/c/tn_beaty_0409 https://www.watsons.com.hk/zh-hk/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8-physiogel-%E4%BD%8E%E6%95%8F%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E5%84%AA%E6%83%A0%E8%A3%9D-150%E6%AF%AB%E5%8D%87-75%E6%AF%AB%E5%8D%87/p/BP_821374 https://www.watsons.com.hk/zh-hk/c/hot_100?utm_source=openai https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8?utm_source=openai
intent_01_i-m-in-my-late-30s-and-my-face-is-starting-to-fe__gemini__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:16:38.240Z	完成
intent_01_i-m-in-my-late-30s-and-my-face-is-starting-to-fe__claude__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:27.244Z	完成	https://lgbeauty.com/blog/best-lightweight-moisturizers-for-humid-weather https://lovelybeauty.blog/best-lightweight-moisturizers-for-humid-climate/ https://fashionide.com/vetted/13-best-lightweight-summer-moisturizers-in-2026/ https://smytten.com/blogs/skincare/7-best-humidity-friendly-moisturizers-for-women https://lgbeauty.com/blog/top-moisturizers-for-hot-humid-climates https://theblissfulstudio.com/vetted/14-best-hydrating-facial-moisturizers-in-2026/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.tirabeauty.com/article/articles/best-k-beauty-gel-moisturisers-for-humid-and-oily-skin https://www.gopicky.com/discussion/94905/moisturizer-in-a-humid-country https://www.scmp.com/magazines/post-magazine/fashion/article/2151489/four-light-moisturisers-sticky-hong-kong-summers
intent_02_my-skin-looks-dull-and-yellow-even-though-i-clea__gemini__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:05.569Z	完成
intent_03_i-have-dark-spots-and-old-acne-marks-that-won-t-__chatgpt__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:28.770Z	完成	https://www.cerave.hk/en-hk/our-products/facial-moisturizers/pm-facial-moisturizing-lotion https://www.laroche-posay.hk/toleriane https://www.cerave.hk/faq https://www.cerave.hk/en-HK https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://hk.iherb.com/pr/vanicream-moisturizing-cream-for-sensitive-skin-fragrance-free-2-oz-57-g/108532 https://hk.iherb.com/c/vanicream/categories https://hk.iherb.com/r/vanicream-daily-facial-moisturizer-for-sensitive-skin-fragrance-free-3-fl-oz-89-ml/108535 https://www.laroche-posay.hk/article/skin-allergy-treatment https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.larocheposay-th.com/-/media/project/loreal/brand-sites/lrp/apac/th/simple-page/better-skin-throughout-cancer/lrp-oncology-skin-side-effects-patient-guide-a5-ld-eng.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201411.pdf https://www.ipd.gov.hk/hkipjournal/22122017/0000000804_1_1.pdf https://www.fmshk.org.hk/database/hkmd/mdapr2025.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1nakc2o https://7157e75ac0509b6a8f5c-5b19c577d01b9ccfe75d2f9e4b17ab55.ssl.cf1.rackcdn.com/UMDNEQBT-PDF-3-540664-4476138154.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201811.pdf https://www.reddit.com/r/Skincare_Addiction/comments/1ip7gtc https://www.reddit.com/r/SkinbarrierLovers/comments/1swxuxk/community_brand_review_vanicream/ https://www.reddit.com/r/Rosacea/comments/1doroyi https://www.reddit.com/r/VeganBeauty/comments/1i8dnfq/bland_fragrancefree_nonirritating_moisturizer/ https://www.reddit.com/r/VeganBeauty/comments/1q1qzrj/bland_fragrancefree_moisturizer_sunscreen/ https://www.reddit.com/r/SkincareAddiction/comments/1blmc6h https://www.reddit.com/r/Allergies/comments/1kiz730 https://www.reddit.com/r/CanSkincare/comments/1j3dxem https://www.reddit.com/r/u_ShopandPlay/comments/16z6ocf https://www.reddit.com/r/bestbeautybuys/comments/1gajfr4 https://www.reddit.com/r/Hong_Kong/comments/1tke1oy/is_this_store_authentic/ https://www.whowhatwear.com/best-drugstore-moisturizers-for-dry-skin https://www.marieclaire.com/beauty/skincare/best-eczema-face-creams/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://www.womanandhome.com/beauty/skincare/best-moisturizers-for-dry-skin/ https://www.whowhatwear.com/moisturisers-for-sensitive-skin https://en.wikipedia.org/wiki/CeraVe https://www.aad.org/public/everyday-care/skin-care-secrets/prevent-skin-problems/test-skin-care-products/ https://www.bioderma.hk/en/our-products/atoderm/creme https://www.aad.org/public/diseases/eczema/types/atopic-dermatitis/atopic-dermatitis-coping https://www.cetaphil.com.hk/en/moisturizing-cream/023843.html https://www.cetaphil.com.hk/en/soothing-comforting-cica-calming-face-cream/053067.html https://www.bioderma.hk/our-products/atoderm/qiangxiaozirunxiuhushuang https://www.aad.org/public/everyday-care/skin-care-basics/dry/pick-moisturizer https://www.cetaphil.com.hk/en/cetaphil-ultra-nourishing-body-treatment-oil/085063.html https://www.cetaphil.com.hk/en/skincare-tips/sensitive-skin-care-guide.html https://www.cetaphil.com.hk/en/healthy-renew-day-cream-spf30/084688.html https://www.cetaphil.com.hk/ https://www.cetaphil.com.hk/en/skincare-tips/face-and-body-cream-vs-lotion-whats-the-difference.html https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Allergist%20Resources/Statements%20and%20Practice%20Parameters/JTF-Atopic-Dermatitis-Guideline-2023-07-31-2026.pdf https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Practice%20Management/Running%20a%20Practice/Patch-testing-slides-2022.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1cxd42p https://www.iao.org/assets/docs/IAO-Magzine-september-2024.pdf https://www.pierrefabreconnect.com/media/marketing/assets/Tolerance_Control_Skin_Recovery_Cream_-_PDS.pdf https://nationaleczema.org/wp-content/uploads/2024/07/NEA_Magazine_Summer2024_D01-WEB.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1pz8e4a/high_quality_medical_grade_beauty_products/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1kye0kh https://www.reddit.com/r/FragranceFreeBeauty/comments/1idegbg https://www.reddit.com/r/FragranceFreeBeauty/comments/1p0pxun/need_help_building_a_fully_fragrance_free/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1k701jq https://www.reddit.com/r/SkincareAddictionLux/comments/1mtrxui https://www.reddit.com/r/FragranceFreeBeauty/comments/1vrt2cz/sensitiveskin_people_what_product_took_you_the/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ip7r28/please_tell_me_your_fav_fragrancefree_nofrills/ https://www.whowhatwear.com/best-moisturizers-for-combination-skin https://en.wikipedia.org/wiki/Vbeaut%C3%A9 https://www.reddit.com/r/FragranceFreeBeauty/comments/1rxdn7o/questions_for_anyone_who_has_done_patch_testing/ https://www.reddit.com/r/FragranceFreeBeauty/comments/ykorji https://www.marieclaire.com/beauty/news/g4432/best-face-moisturizer/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ek4hzd https://www.whowhatwear.com/best-body-lotions https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/restorative-treatments https://www.eau-thermale-avene.hk/en_hk https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-sensitive-skin https://www.avenederm.com/media/marketing/assets/Avene_Product_Manual_0423_Final3_DIGITAL.pdf https://www.watsons.com.hk/en/avene-tolerance-control-soothing-skin-recovery-cream/p/BP_807354 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.avenederm.com/media/businessassets/merchandising_pdf/AVD_ToleranceControl_10x10_P0006858_Digital.pdf https://www.avenederm.com/media/businessassets/merchandising_pdf/Tolerance_Control_Flyer.pdf https://www.yohohongkong.com/en-us/product/239734-Tolerance-Control-Cream-40ml https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.laroche-posay.hk/article/skin-rashes-that-itch-how-to-treat-allergic-reaction-rash-on-face https://www.e-concierge-avenehk.com/en/categories/tolerance-1 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-adults https://www.reddit.com/r/FragranceFreeBeauty/comments/1pd5g40/avene_cicalfate_cream_not_truly_fragrance_free/ https://www.reddit.com/r/EuroSkincare/comments/1moz3cv https://www.reddit.com/r/crueltyfree/comments/1nn712d/vanicream_la_roche_posay_avene_alternatives/ https://www.reddit.com/r/Rosacea/comments/z0e2xf https://www.reddit.com/r/beautyph/comments/1v7yi71/does_anyone_know_where_to_buy_avene_tolerance/ https://www.reddit.com/r/Rosacea/comments/1jaravf https://www.reddit.com/r/Rosacea/comments/1foqewu https://www.reddit.com/r/BeautyUnlocked/comments/1tcvpk3/my_holy_grail_moisturizer_got_discontinued_and_im/ https://www.reddit.com/r/SkincareAddictionLux/comments/1onultm https://www.reddit.com/r/EuroSkincare/comments/1e2yyf5 https://www.reddit.com/r/EuroSkincare/comments/196leoq/avene_tolerance_extreme_dupes/ https://www.reddit.com/r/Rosacea/comments/1uwq57q/av%C3%A8ne_tolerance_control_soothing_skin_recovery/ https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00?utm_source=openai
intent_02_my-skin-looks-dull-and-yellow-even-though-i-clea__claude__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:46.727Z	完成	https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/415 https://www.elle.com.hk/beauty_and_health/best-30-moisturizers https://topick.hket.com/article/4055179/%E6%B6%88%E5%A7%94%E6%9C%83%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B%EF%B8%B1%E6%B6%88%E5%A7%94%E6%9C%83%E6%B8%AC%E8%A9%A617%E6%AC%BE%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E9%AB%98%E5%88%86%E6%8E%A8%E8%96%A6%E6%A6%9C%E5%96%AE%E3%80%80CLINIQUE-BIOTHERM-DR.%20WU-VICHY-OLAY%E4%B8%8A%E6%A6%9C%E3%80%80%E5%B9%B3%E5%83%B9%E7%99%BE%E5%85%83%E9%9D%A2%E9%9C%9C%E5%8B%9D%E5%B0%88%E6%AB%83-630%E7%94%A2%E5%93%81 https://www.lifeclub.com.hk/blog/posts/blog-hydration-2026 https://www.sephora.hk/categories/skincare/moisturiser https://www.watsons.com.hk/en/beauty/moisturizer/c/010201 https://www.timeout.com/hong-kong/shopping/best-affordable-cheap-skincare-beauty-products-hong-kong https://www.kiehls.com.hk/en_HK/category/moisturizers https://www.sephora.hk/categories/skincare/moisturiser/day-moisturiser https://www.voguehk.com/en/article/beauty/best-hong-kong-beauty-skincare-brands/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.watsons.com.hk/en/personal-care/body-lotion/c/030102 https://www.sephora.hk/categories/skincare/moisturiser/night-cream
intent_03_i-have-dark-spots-and-old-acne-marks-that-won-t-__gemini__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:27.811Z	完成
intent_04_i-want-a-daily-sunscreen-for-my-face-that-doesn-__chatgpt__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:52.531Z	完成	https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-refill-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-intensive-cream-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-emulsion-120ml-for-dry-skin.html https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/tc_l/111960599.html https://hk.laneige.com/en_l/skincare/line/water-bank.html https://kiehls.eshops.hk/zh/skincare/super-multi-corrective-soft-cream https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-eye-cream-25ml-111960142.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-eye-cream-25ml.html?is_reco_item=1 https://www.youtube.com/watch?v=Ljw-gKL6wI0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/SkyBoutique_202507_09.pdf https://promotion.evaair.com/eBook_Mall/e-books/Sky_Shop/012025/EVASkyShopDutyFreeBrochure.pdf https://strapi-assets.tigerairtw.com/2026_Q1_Tiger_Shop12_19_097542054d.pdf https://www.youtube.com/watch?v=KqK65bvsch0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/65ad919867d4489abfca5bf22f9ea885-0001-converted.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.legco.gov.hk/yr15-16/chinese/counmtg/papers/cm20151104-sp021-ec.pdf https://www.reddit.com/r/u_Ok-Definition-6930/comments/1foaeaz https://www.reddit.com/r/SkincareAddiction/comments/1fb1fc4 https://www.reddit.com/r/beautytalkph/comments/185sbvf https://www.reddit.com/r/EuroSkincare/comments/1h149k4/kiehls_products_yay_or_nay/ https://www.reddit.com/r/PanPorn/comments/f2xrkw https://www.reddit.com/r/SkincareAddiction/comments/1b0qkbs/review_fyi_the_new_formula_for_kiehls_ultra/ https://www.reddit.com/r/SkinbarrierLovers/comments/1t4aahv/lets_be_honest_kiehls_ultra_facial_cream/ https://www.reddit.com/r/AsianBeauty/comments/yetkez https://www.reddit.com/r/beautyph/comments/1w1k7b5/kiehls_products_thread/ https://www.reddit.com/r/u_peaklifestyleadmin/comments/1uas4ly/kiehls_ultra_facial_cream_review_2026_is_this/ https://www.reddit.com/r/Ulta/comments/1cminqn https://www.reddit.com/r/30PlusSkinCare/comments/1809b9y/m34_coming_from_kiehls_ultra_facial_cream/ https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml https://www.clinique.com.hk/the-clinique-lab https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.clinique.com.hk/products/1605/Makeup/Lipsticks https://www.clinique.com.hk/en-hk/product/1605/64269/makeup/lipsticks/moisture-surgetm-lip-treatment https://www.clinique.com.hk/en-hk/product/1609/45042/mens/clinique-for-mentm-maximum-hydrator-72-hour-auto-replenishing-hydrator https://www.clinique.com.hk/lines-wrinkles-skin-care-clinique https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com.hk/product/1667/126187/skin-care/smart-clinical-repairtm-overnight-recovery-cream-mask https://www.clinique.com.hk/product/1687/4977/skin-care/moisturizers/acne-solutions-all-over-clearing-treatment https://www.clinique.com.hk/see-all/hub-article-type/pretty-easy https://www.clinique.com.hk/media/export/cms/pdf/English_ExNA_SonicBrush_Enclosure.pdf https://www.bioderma.hk/en/our-products/hydrabio/gel-creme https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-dermallergo-fluid-40ml/p/BP_810269 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/hydrating-treatments https://www.laroche-posay.hk/toleriane https://www.e-concierge-avenehk.com/en/categories/60a1d3ae916c0a0020cb5d3a?limit=48&order_by=&page=1&sort_by= https://www.bioderma.hk/en/skincare https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://mentholatum.com.hk/collections/%E4%BF%9D%E6%BF%95%E6%BD%A4%E6%BE%A4/products/hadalabo-premium-essence-milk-me90601plk https://www.pns.hk/en/all-brands/b/133443/%E8%82%8C%E7%A0%94 https://mentholatum.com.hk/collections/%E8%82%8C%E7%A0%94-hada-labo https://www.reddit.com/r/SkincareAddiction/comments/1s57fva/product_question_hada_labo_gokujyun_hyaluronic/ https://viviancorp.com/wp-content/uploads/2020/05/Bioderma-Catalogue.pdf https://www.reddit.com/r/EuroSkincare/comments/1one3lr/alternatives_for_toleriance_dermallergo_fluide/ https://www.reddit.com/r/EuroSkincare/comments/1k1d3si/looking_for_alternatives_to_la_roche_posay/ https://uk.lorealdermatologicalbeautypartnershop.com/on/demandware.static/-/Library-Sites-SharedLibrary-UK-IE/default/dwba78cefc/Page%20Designer/2025/LRP%202025%20FULL%20CATALOGUE%20.pdf https://www.reddit.com/r/EuroSkincare/comments/1191v6n https://www.reddit.com/r/SkincareAddiction/comments/1ev4u34 https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/EuroSkincare/comments/1i4c843/alternatives_to_lrp_toleriane_sensitive_fluid/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1qtu98w/alternatives_to_the_toleriane_ultra_fluid_that/ https://www.reddit.com/r/AsianBeauty/comments/hrh6og https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/AsianBeauty/comments/1cg8zx8/whats_your_favourite_hada_labo_moisturizeremulsion/ https://www.linkhk.com/SpecialInfo/ShatinOuting/Ebooklet.pdf https://www.drugoffice.gov.hk/eps/upload/eps_news/53136/ZH/1/News%20bulletin%2028%20Mar%202024%20%28Unauthorised%20skin%20products%29.pdf https://rohto.com.vn/images/rohto-product-catalogue-20220524.pdf https://www.hkexnews.hk/listedco/listconews/sehk/2025/0326/2025032601418.pdf https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://en.wikipedia.org/wiki/Hada_Labo https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml?utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1&utm_source=openai https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid?utm_source=openai https://www.eau-thermale-avene.hk/en_hk/p/hydrance-aqua-gel-hydrating-aqua-gel-cream-3282770397925-49068c00?utm_source=openai
intent_03_i-have-dark-spots-and-old-acne-marks-that-won-t-__claude__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:59.726Z	完成	https://mustelahk.store/en/products/%E8%B6%85%E4%BD%8E%E6%95%8F-%E7%84%A1%E9%A6%99%E6%96%99%E6%B0%B4%E4%BB%BD%E6%BD%A4%E9%9D%A2%E9%9C%9C https://www.mschusoapandbeaut.com/en-us/collections/sensitive-skin https://www.qvskincare.com/hk/en.html https://www.wonderflaw.com/14-fragrance-free-moisturizers-that-are-gentle-on-sensitive-skin/ https://www.sassyhongkong.com/beauty-eco-ethical-local-hk-brand-skincare-makeup/ https://www.sassyhongkong.com/beauty-best-spf-moisturisers-every-skin-type/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://lowens.ca/blogs/seo-news/fragrance-free-moisturiser-7-best-options-for-sensitive-skin-care-1260-67 https://bluemercury.com/pages/shop-fragrance-free-moisturizers https://www.stylecraze.com/articles/best-fragrance-free-moisturizers/ https://www.bonjoutbeauty.com/blogs/guides/10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026 https://radiantcarepicks.com/the-10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://theglowwithgrace.com/best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://clevergirlreviews.com/best-fragrance-free-face-moisturizers/ https://ninjachoice.blog/best-fragrance-free-body-moisturizer/ https://skinoptimizer.com/moisturizers-for-sensitive-skin/ https://thebeautyradar.com/best-fragrance-free-moisturizer/ https://creativelens.blog/best-fragrance-free-moisturizer-for-sensitive-skin/
intent_04_i-want-a-daily-sunscreen-for-my-face-that-doesn-__gemini__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:51.128Z	完成
intent_04_i-want-a-daily-sunscreen-for-my-face-that-doesn-__claude__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:17:12.263Z	完成	https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.buzzfeed.com/lily_burrill/hydrating-moisturizers-reviewers-love-in-colder-months https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/260 https://www.koreanbeautysecret.com.hk/blog/%E5%A4%8F%E6%97%A5%E5%95%AB%E5%96%B1%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6%EF%BC%81%E4%BF%9D%E6%BF%95%E4%B8%8D%E6%B2%B9%E7%AC%A0%E3%80%81%E6%B8%85%E7%88%BD%E4%B8%8D%E8%87%B4%E7%97%98%EF%BC%81 https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.sorra.net/category/%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://hk.cosme.net/ranking/415

公开观察背景

原始报告 · 确切报告快照

产品: Cetaphil
观察语言: en-US
地区: Hong Kong
买家问题: 4
已保留叙述回答: 12
已完成叙述回答: 12
辅助搜索: 4
完整叙述观察时段（UTC）: 2026-10-19T19:16:27.244Z — 2026-10-19T19:17:52.531Z
按日期的叙述数量（UTC）: 2026-10-19: 12
报告生成时间: 2026-10-19T19:24:57.888Z
网站来源采集时间: 2026-10-19T19:22:53.414Z
叙述模型: claude: anthropic/claude-haiku-5.5; gemini: google/gemini-3.7-flash; chatgpt: openai/gpt-6-luna

原始观察标识

观察标识码	原始问题	AI／模型	观察时间	状态	来源链接
intent_01_which-type-of-facial-cleanser-is-best-for-very-d__claude__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:27.244Z	完成	https://lgbeauty.com/blog/best-lightweight-moisturizers-for-humid-weather https://lovelybeauty.blog/best-lightweight-moisturizers-for-humid-climate/ https://fashionide.com/vetted/13-best-lightweight-summer-moisturizers-in-2026/ https://smytten.com/blogs/skincare/7-best-humidity-friendly-moisturizers-for-women https://lgbeauty.com/blog/top-moisturizers-for-hot-humid-climates https://theblissfulstudio.com/vetted/14-best-hydrating-facial-moisturizers-in-2026/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.tirabeauty.com/article/articles/best-k-beauty-gel-moisturisers-for-humid-and-oily-skin https://www.gopicky.com/discussion/94905/moisturizer-in-a-humid-country https://www.scmp.com/magazines/post-magazine/fashion/article/2151489/four-light-moisturisers-sticky-hong-kong-summers
intent_01_which-type-of-facial-cleanser-is-best-for-very-d__gemini__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:16:38.240Z	完成
intent_01_which-type-of-facial-cleanser-is-best-for-very-d__chatgpt__answer	香港天氣又熱又濕，有哪些清爽、不黏膩的面霜品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:37.403Z	完成	https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://www.clinique.com.hk/the-clinique-lab https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com/skincare-all?collection=moisture_surge_collection https://www.cetaphil.com.hk/en/soothing-gel-cream-with-aloe/052336.html https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.sephora.hk/brands/clinique/skincare/moisturiser https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?gclsrc=aw.ds&pr_rd_page=8&size=125ml https://www.clinique.com/dry-skin-solutions-skincare?msockid=1ea2a420331a6453009db2ed32e26591 https://www.clinique.com/product/1687/83690/skincare/moisturizers/moisture-surgetm-100h-auto-replenishing-hydrator?msockid=3a824ba7de6e61530aad5bd6dfe6604b&pr_rd_page=9&size=1oz_%2F_30ml https://hk.ozcosmetics.com/Clinique-Moisture-Surge https://www.clinique.cl/products/26707/skin-care/moisturizers/moisture-surge https://www.eng.cuhk.edu.hk/wp-content/uploads/Exemplary_Capstone_Projects_2022.pdf https://www.ipd.gov.hk/hkipjournal/02112018/0000000849_1_1.pdf https://www.nuskin.com/content/dam/HK/products/leaflet/2022/Nutricentials_eLeaflet_Design_May_2022.pdf https://tmng-al.uspto.gov/resting2/api/casedoc/cms/case/99263807/office-action/OfficeAction8123292.pdf https://www.reddit.com/r/Clinique/comments/1t2nqz0/want_to_go_back_to_clinique_help_me_out/ https://www.nacomigroup.com/_files/ugd/f76972_08219ff60b33400ba360ead486ea4365.pdf https://www.reddit.com/r/u_Clinique/comments/1tjr5io/redditors_we_love_hearing_all_of_your_metaphors/ https://novamber.hk/wp-content/uploads/2025/04/NOVamber-Products-Presentation-Skin-Series-15-Slides.pdf https://www.reddit.com/r/CosmeticsCompanyBox/comments/1x706d8/1015/ https://www.reddit.com/r/PanPorn/comments/1qjywbw/clinique_moisture_surge_and_all_about_eyes/ https://www.reddit.com/r/Ulta/comments/1d2js6g https://www.reddit.com/r/AsianBeauty/comments/1fccjll/holy_grail_thinnest_moisturizer_for_super/ https://www.reddit.com/r/SkincareAddiction/comments/1j7thq0/product_question_is_the_clinique_moisture_surge/ https://www.reddit.com/r/makeupdupes/comments/1ka6axj/clinique_moisture_surge/ https://www.reddit.com/r/SkincareAddiction/comments/1edys90 https://www.reddit.com/r/AsianBeauty/comments/zrrm7k/korean_alternative_to_clinique_moisture_surge/ https://www.reddit.com/r/skincareexchange/comments/18xhsi2 https://www.reddit.com/r/SGSkincare/comments/1wym1o3/what_are_some_light_moisturizers_that_are_not/ https://www.whowhatwear.com/beauty/skin/best-gel-moisturisers https://www.whowhatwear.com/beauty/skin/best-collagen-jelly-cream https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.whowhatwear.com/best-korean-moisturizers https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay.hk/toleriane https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.laroche-posay.hk/article/skin-allergy-sensitive-skin-and-reactive-skin https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.kiehls.com.hk/en/ https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-fluid https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?uiel=Desktop https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368 https://www.watsons.com.hk/en/la-roche-posay-toleriane-sensitive-fluid-40ml/p/BP_217368?schema=watsonshk%3A%2F%2Fwtchk%2FCOLORMEPRODUCT%2FBP_217368 https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://www.muji.com.hk/upload/files/new_product_department/20191231145232_110.pdf https://www.muji.com.hk/upload/files/new_product_department/20220623174630_139.pdf https://www.reddit.com/r/EuroSkincare/comments/l5i886 https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddictionUK/comments/m1rgb0 https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1lj7n6k https://www.reddit.com/r/SkincareAddictionUK/comments/t5by1t/has_lrp_toleriane_ultra_fluid_been_discontinued/ https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/KoreanBeauty/comments/1kqi0ky https://www.reddit.com/r/EuroSkincare/comments/1192rhu https://www.reddit.com/r/Makeup/comments/1rux3zq/replacement_for_la_rocheposay_toleriane_sensitive/ https://www.reddit.com/r/Rosacea/comments/sthk4h https://www.reddit.com/r/Fungalacne/comments/njsacn/anyone_have_issues_with_la_rocheposay_toleriane/ https://is-retailhk.istyle.co.jp/20241205.pdf https://www.consumer.org.hk/tc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.consumer.org.hk/sc/product-picker/free/dn-product-402687-article-402673-article_tab-402686 https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840 https://www.watsons.com.hk/en/all-brands/list/114206/neutrogena?masterBrandCode=114206 https://www.sephora.hk/categories/skincare/moisturiser?page=6 https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352 https://mentholatum.com.hk/products/hadalabo-sh-light-cream-me90601s02 https://www.watsons.com.hk/en/12-12-sale-bration-neutrogena/c/salebration25_neutrogena https://hk.cosme.net/ranking/840 https://www.vanessabeauty.com.hk/categories/cream-and-lotion https://www.wellcome.com.hk/zh-hant/p/%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E6%B0%B4%E5%87%9D%E9%9C%9C%2050GM/i/101382675.html https://www.watsons.com.hk/en/mother-baby/baby-cream/c/060603 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/en/christmas-and-new-year-sale/c/christmas25_all https://www.nuskin.com/content/dam/office/gc/HK/zh/Product_training_materials/product-qna-training.pdf https://www.nuskin.com/content/dam/HK/Velocity/forms/nuskin-product-catalogue-zh.pdf https://hkbizcenter.amway.com.hk/cms/attachment/preview/2021/9/24/%E9%9B%85%E5%A7%BF%E6%A4%8D%E8%90%83%E6%BB%8B%E9%A4%8A%E7%B3%BB%E5%88%97%E7%94%A2%E5%93%81%E5%B0%8F%E5%86%8A%E5%AD%90__ea871c65f65446dc8fd23a01deeb7c66.pdf?openExternalBrowser=1 https://www.nuskin.com/content/dam/HK/Velocity/forms/04133179-HK-202107.pdf https://www.watsons.com.hk/en/neutrogena-hydro-boost-ha-water-gel-50g/p/BP_810840?utm_source=openai https://www.watsons.com.hk/zh-cn/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%9E%81%E6%B6%A6%E4%BF%9D%E6%B9%BF%E6%B0%B4%E5%87%9D%E9%9C%9C/p/BP_801352?utm_source=openai https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid?utm_source=openai https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini?utm_source=openai https://www.kiehls.com.hk/en/?utm_source=openai
intent_02_my-skin-turns-red-and-stings-when-i-try-new-mois__claude__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:46.727Z	完成	https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/415 https://www.elle.com.hk/beauty_and_health/best-30-moisturizers https://topick.hket.com/article/4055179/%E6%B6%88%E5%A7%94%E6%9C%83%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B%EF%B8%B1%E6%B6%88%E5%A7%94%E6%9C%83%E6%B8%AC%E8%A9%A617%E6%AC%BE%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E9%AB%98%E5%88%86%E6%8E%A8%E8%96%A6%E6%A6%9C%E5%96%AE%E3%80%80CLINIQUE-BIOTHERM-DR.%20WU-VICHY-OLAY%E4%B8%8A%E6%A6%9C%E3%80%80%E5%B9%B3%E5%83%B9%E7%99%BE%E5%85%83%E9%9D%A2%E9%9C%9C%E5%8B%9D%E5%B0%88%E6%AB%83-630%E7%94%A2%E5%93%81 https://www.lifeclub.com.hk/blog/posts/blog-hydration-2026 https://www.sephora.hk/categories/skincare/moisturiser https://www.watsons.com.hk/en/beauty/moisturizer/c/010201 https://www.timeout.com/hong-kong/shopping/best-affordable-cheap-skincare-beauty-products-hong-kong https://www.kiehls.com.hk/en_HK/category/moisturizers https://www.sephora.hk/categories/skincare/moisturiser/day-moisturiser https://www.voguehk.com/en/article/beauty/best-hong-kong-beauty-skincare-brands/ https://www.timeout.com/hong-kong/shopping/best-skincare-for-summer https://www.watsons.com.hk/en/personal-care/body-lotion/c/030102 https://www.sephora.hk/categories/skincare/moisturiser/night-cream
intent_02_my-skin-turns-red-and-stings-when-i-try-new-mois__gemini__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:05.569Z	完成
intent_02_my-skin-turns-red-and-stings-when-i-try-new-mois__chatgpt__answer	在香港買面部保濕產品，預算港幣300元，有哪些品牌值得考慮？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:16:57.456Z	完成	https://www.watsons.com.hk/zh-hk/all-brands/list/142487/cerave https://www.watsons.com.hk/en/cerave-facial-moisturizing-lotion-52ml/p/BP_244332 https://www.watsons.com.hk/en/all-brands/list/142487/cerave https://www.watsons.com.hk/en/selected-items-offer/c/0323_cerave https://www.watsons.com.hk/zh-cn/%E4%BA%A7%E5%93%81/c/1?text=%3AproductBrandCode%3Acategory%3A010000%3AproductBrandCode%3A142487 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8cerave%E7%9A%87%E7%89%8C%E6%BD%A4%E8%86%9A%E9%9C%B2/c/0408_cerave_fb https://www.watsons.com.hk/en/merry-giftmas-lac/c/merry_giftmas_lac https://www.watsons.com.hk/zh-hk/%E9%86%AB%E5%AD%B8%E8%AD%B7%E8%86%9A-%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/loreal_derm_face_care https://www.cosmopolitan.com.hk/beauty/300-face-cream https://www.watsons.com.hk/en/purchases-selected-skincare-items-over-299-will-get-1pc-of-la-roche-posay-toleriane-qd-lotion-50ml/c/popwats_skin_1218 https://www.watsons.com.hk/zh-hk/%E9%95%B7%E6%95%88%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-52ml/p/BP_244332 https://eshop.nurse.org.hk/personal-care/facial-care/facial-cream.html https://is-retailhk.istyle.co.jp/20241205.pdf https://www.reddit.com/r/beautyph/comments/1wn69a5/face_moisturizer_suggestions/ https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E6%B5%B7%E5%A4%96%E7%BE%8E%E5%A6%86%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.reddit.com/r/beautyph/comments/1wnytzk/vouch_for_your_triedandtested_moisturizer_pls/ https://www.reddit.com/r/kokeRECENZIRAJU/comments/1uyitgw/la_roche_posay_vs_hada_labo/ https://aigc.idigital.com.cn/djyanbao/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6-2024-12-24.pdf https://download2.mktindex.com/pdf/%E3%80%90%E9%AD%94%E9%95%9C%E6%B4%9E%E5%AF%9F%E3%80%912024%E5%B9%B4%E6%B5%B7%E5%A4%96%E5%B8%82%E5%9C%BA%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.reddit.com/r/SkincareAddiction/comments/1jks0ir https://www.reddit.com/r/beautytalkph/comments/1p85rfg/skincare_thread_november_28_2025/ https://www.reddit.com/r/PakistaniSkincare/comments/1uxi469/best_skincare_recsinternational/ https://www.reddit.com/r/beautytalkph/comments/1uhr1cr/need_a_good_moisturizer_reco/ https://www.reddit.com/r/skincareexchange/comments/17o98jj https://www.reddit.com/r/beautyph/comments/1pkozzt/hydrating_moisturizer_recommendation/ https://www.reddit.com/r/AusSkincare/comments/1gx832m https://www.reddit.com/r/AusSkincare/comments/1t0hkcs/removed/ https://www.reddit.com/r/Fungalacne/comments/laar2u https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E7%94%A2%E5%93%81%E5%84%AA%E6%83%A0/c/hadalabo_1010 https://www.watsons.com.hk/zh-hk/%E8%82%8C%E7%A0%94-%E8%82%8C%E7%A0%94%E6%A5%B5%E6%BD%A4%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C-50g/p/BP_241381 https://www.watsons.com.hk/zh-hk/%25E7%25BE%258E%25E8%2582%258C%25E8%25AD%25B7%25E8%2586%259A/%25E6%25BD%25A4%25E8%2586%259A/c/010201 https://www.watsons.com.hk/zh-hk/promo-derma_campaign https://www.watsons.com.hk/zh-hk/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/%E9%9D%A2%E9%83%A8%E8%AD%B7%E7%90%86/c/010402?masterBrandCode=138029 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E5%8F%8A%E7%BE%8E%E5%A6%9D%E7%94%A2%E5%93%81/c/skin_0206 https://www.watsons.com.hk/zh-hk/all-brands/list/133443/%E8%82%8C%E7%A0%94?masterBrandCode=133443 https://www.watsons.com.hk/zh-hk/c/hot_100 https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8 https://www.watsons.com.hk/zh-hk/%E7%B2%BE%E9%81%B8%E8%AD%B7%E8%86%9A%E7%94%A2%E5%93%81-199%E6%8F%9B%E8%B3%BC/c/tn_beaty_0409 https://www.watsons.com.hk/zh-hk/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8-physiogel-%E4%BD%8E%E6%95%8F%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E5%84%AA%E6%83%A0%E8%A3%9D-150%E6%AF%AB%E5%8D%87-75%E6%AF%AB%E5%8D%87/p/BP_821374 https://www.watsons.com.hk/zh-hk/c/hot_100?utm_source=openai https://www.watsons.com.hk/zh-hk/all-brands/list/128907/physiogel%E6%BD%94%E7%BE%8E%E6%B7%A8?utm_source=openai
intent_03_for-eczema-prone-skin-that-gets-dry-and-itchy-is__claude__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:16:59.726Z	完成	https://mustelahk.store/en/products/%E8%B6%85%E4%BD%8E%E6%95%8F-%E7%84%A1%E9%A6%99%E6%96%99%E6%B0%B4%E4%BB%BD%E6%BD%A4%E9%9D%A2%E9%9C%9C https://www.mschusoapandbeaut.com/en-us/collections/sensitive-skin https://www.qvskincare.com/hk/en.html https://www.wonderflaw.com/14-fragrance-free-moisturizers-that-are-gentle-on-sensitive-skin/ https://www.sassyhongkong.com/beauty-eco-ethical-local-hk-brand-skincare-makeup/ https://www.sassyhongkong.com/beauty-best-spf-moisturisers-every-skin-type/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://lowens.ca/blogs/seo-news/fragrance-free-moisturiser-7-best-options-for-sensitive-skin-care-1260-67 https://bluemercury.com/pages/shop-fragrance-free-moisturizers https://www.stylecraze.com/articles/best-fragrance-free-moisturizers/ https://www.bonjoutbeauty.com/blogs/guides/10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026 https://radiantcarepicks.com/the-10-best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://theglowwithgrace.com/best-fragrance-free-moisturizers-for-sensitive-skin-in-2026/ https://clevergirlreviews.com/best-fragrance-free-face-moisturizers/ https://ninjachoice.blog/best-fragrance-free-body-moisturizer/ https://skinoptimizer.com/moisturizers-for-sensitive-skin/ https://thebeautyradar.com/best-fragrance-free-moisturizer/ https://creativelens.blog/best-fragrance-free-moisturizer-for-sensitive-skin/
intent_03_for-eczema-prone-skin-that-gets-dry-and-itchy-is__gemini__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:27.811Z	完成
intent_03_for-eczema-prone-skin-that-gets-dry-and-itchy-is__chatgpt__answer	我的皮膚容易因護膚品感到刺激，在香港有哪些無香料保濕品牌值得先了解？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:28.770Z	完成	https://www.cerave.hk/en-hk/our-products/facial-moisturizers/pm-facial-moisturizing-lotion https://www.laroche-posay.hk/toleriane https://www.cerave.hk/faq https://www.cerave.hk/en-HK https://www.laroche-posay.hk/face-care-toners-mists https://www.laroche-posay.hk/toleriane/toleriane-sensitive-fluid https://www.laroche-posay-me.com/en/toleriane/toleriane-sensitive-creme https://hk.iherb.com/pr/vanicream-moisturizing-cream-for-sensitive-skin-fragrance-free-2-oz-57-g/108532 https://hk.iherb.com/c/vanicream/categories https://hk.iherb.com/r/vanicream-daily-facial-moisturizer-for-sensitive-skin-fragrance-free-3-fl-oz-89-ml/108535 https://www.laroche-posay.hk/article/skin-allergy-treatment https://www.laroche-posay.hk/article/sensitive-skin-solutions-and-skincare https://www.larocheposay-th.com/-/media/project/loreal/brand-sites/lrp/apac/th/simple-page/better-skin-throughout-cancer/lrp-oncology-skin-side-effects-patient-guide-a5-ld-eng.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201411.pdf https://www.ipd.gov.hk/hkipjournal/22122017/0000000804_1_1.pdf https://www.fmshk.org.hk/database/hkmd/mdapr2025.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1nakc2o https://7157e75ac0509b6a8f5c-5b19c577d01b9ccfe75d2f9e4b17ab55.ssl.cf1.rackcdn.com/UMDNEQBT-PDF-3-540664-4476138154.pdf https://www.fmshk.com.hk/database/hkmd/hkmd201811.pdf https://www.reddit.com/r/Skincare_Addiction/comments/1ip7gtc https://www.reddit.com/r/SkinbarrierLovers/comments/1swxuxk/community_brand_review_vanicream/ https://www.reddit.com/r/Rosacea/comments/1doroyi https://www.reddit.com/r/VeganBeauty/comments/1i8dnfq/bland_fragrancefree_nonirritating_moisturizer/ https://www.reddit.com/r/VeganBeauty/comments/1q1qzrj/bland_fragrancefree_moisturizer_sunscreen/ https://www.reddit.com/r/SkincareAddiction/comments/1blmc6h https://www.reddit.com/r/Allergies/comments/1kiz730 https://www.reddit.com/r/CanSkincare/comments/1j3dxem https://www.reddit.com/r/u_ShopandPlay/comments/16z6ocf https://www.reddit.com/r/bestbeautybuys/comments/1gajfr4 https://www.reddit.com/r/Hong_Kong/comments/1tke1oy/is_this_store_authentic/ https://www.whowhatwear.com/best-drugstore-moisturizers-for-dry-skin https://www.marieclaire.com/beauty/skincare/best-eczema-face-creams/ https://www.whowhatwear.com/beauty/makeup/fragrance-free-moisturizers https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://www.womanandhome.com/beauty/skincare/best-moisturizers-for-dry-skin/ https://www.whowhatwear.com/moisturisers-for-sensitive-skin https://en.wikipedia.org/wiki/CeraVe https://www.aad.org/public/everyday-care/skin-care-secrets/prevent-skin-problems/test-skin-care-products/ https://www.bioderma.hk/en/our-products/atoderm/creme https://www.aad.org/public/diseases/eczema/types/atopic-dermatitis/atopic-dermatitis-coping https://www.cetaphil.com.hk/en/moisturizing-cream/023843.html https://www.cetaphil.com.hk/en/soothing-comforting-cica-calming-face-cream/053067.html https://www.bioderma.hk/our-products/atoderm/qiangxiaozirunxiuhushuang https://www.aad.org/public/everyday-care/skin-care-basics/dry/pick-moisturizer https://www.cetaphil.com.hk/en/cetaphil-ultra-nourishing-body-treatment-oil/085063.html https://www.cetaphil.com.hk/en/skincare-tips/sensitive-skin-care-guide.html https://www.cetaphil.com.hk/en/healthy-renew-day-cream-spf30/084688.html https://www.cetaphil.com.hk/ https://www.cetaphil.com.hk/en/skincare-tips/face-and-body-cream-vs-lotion-whats-the-difference.html https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Allergist%20Resources/Statements%20and%20Practice%20Parameters/JTF-Atopic-Dermatitis-Guideline-2023-07-31-2026.pdf https://www.aaaai.org/Aaaai/media/Media-Library-PDFs/Practice%20Management/Running%20a%20Practice/Patch-testing-slides-2022.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1cxd42p https://www.iao.org/assets/docs/IAO-Magzine-september-2024.pdf https://www.pierrefabreconnect.com/media/marketing/assets/Tolerance_Control_Skin_Recovery_Cream_-_PDS.pdf https://nationaleczema.org/wp-content/uploads/2024/07/NEA_Magazine_Summer2024_D01-WEB.pdf https://www.reddit.com/r/FragranceFreeBeauty/comments/1pz8e4a/high_quality_medical_grade_beauty_products/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1kye0kh https://www.reddit.com/r/FragranceFreeBeauty/comments/1idegbg https://www.reddit.com/r/FragranceFreeBeauty/comments/1p0pxun/need_help_building_a_fully_fragrance_free/ https://www.reddit.com/r/FragranceFreeBeauty/comments/1k701jq https://www.reddit.com/r/SkincareAddictionLux/comments/1mtrxui https://www.reddit.com/r/FragranceFreeBeauty/comments/1vrt2cz/sensitiveskin_people_what_product_took_you_the/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ip7r28/please_tell_me_your_fav_fragrancefree_nofrills/ https://www.whowhatwear.com/best-moisturizers-for-combination-skin https://en.wikipedia.org/wiki/Vbeaut%C3%A9 https://www.reddit.com/r/FragranceFreeBeauty/comments/1rxdn7o/questions_for_anyone_who_has_done_patch_testing/ https://www.reddit.com/r/FragranceFreeBeauty/comments/ykorji https://www.marieclaire.com/beauty/news/g4432/best-face-moisturizer/ https://www.reddit.com/r/SkincareAddictionLux/comments/1ek4hzd https://www.whowhatwear.com/best-body-lotions https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/creams/restorative-treatments https://www.eau-thermale-avene.hk/en_hk https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-sensitive-skin https://www.avenederm.com/media/marketing/assets/Avene_Product_Manual_0423_Final3_DIGITAL.pdf https://www.watsons.com.hk/en/avene-tolerance-control-soothing-skin-recovery-cream/p/BP_807354 https://www.laroche-posay.hk/toleriane/toleriane-dermallergo-fluid https://www.avenederm.com/media/businessassets/merchandising_pdf/AVD_ToleranceControl_10x10_P0006858_Digital.pdf https://www.avenederm.com/media/businessassets/merchandising_pdf/Tolerance_Control_Flyer.pdf https://www.yohohongkong.com/en-us/product/239734-Tolerance-Control-Cream-40ml https://www.laroche-posay.hk/toleriane/toleriane-ultra-lotion-qd https://www.laroche-posay.hk/article/skin-rashes-that-itch-how-to-treat-allergic-reaction-rash-on-face https://www.e-concierge-avenehk.com/en/categories/tolerance-1 https://www.eau-thermale-avene.hk/en_hk/all-families/face-care/skincare-for-adults https://www.reddit.com/r/FragranceFreeBeauty/comments/1pd5g40/avene_cicalfate_cream_not_truly_fragrance_free/ https://www.reddit.com/r/EuroSkincare/comments/1moz3cv https://www.reddit.com/r/crueltyfree/comments/1nn712d/vanicream_la_roche_posay_avene_alternatives/ https://www.reddit.com/r/Rosacea/comments/z0e2xf https://www.reddit.com/r/beautyph/comments/1v7yi71/does_anyone_know_where_to_buy_avene_tolerance/ https://www.reddit.com/r/Rosacea/comments/1jaravf https://www.reddit.com/r/Rosacea/comments/1foqewu https://www.reddit.com/r/BeautyUnlocked/comments/1tcvpk3/my_holy_grail_moisturizer_got_discontinued_and_im/ https://www.reddit.com/r/SkincareAddictionLux/comments/1onultm https://www.reddit.com/r/EuroSkincare/comments/1e2yyf5 https://www.reddit.com/r/EuroSkincare/comments/196leoq/avene_tolerance_extreme_dupes/ https://www.reddit.com/r/Rosacea/comments/1uwq57q/av%C3%A8ne_tolerance_control_soothing_skin_recovery/ https://www.eau-thermale-avene.hk/en_hk/p/tolerance-control-restorative-soothing-cream-sterile-cosmetics-r-3282770138801-49068c00?utm_source=openai
intent_04_how-can-i-strengthen-a-weakened-skin-barrier-wit__claude__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	claude / anthropic/claude-haiku-5.5	2026-10-19T19:17:12.263Z	完成	https://www.marieclaire.com/beauty/g27288529/lightweight-moisturizers/ https://www.buzzfeed.com/lily_burrill/hydrating-moisturizers-reviewers-love-in-colder-months https://www.elle.com.hk/beauty_and_health/best-32-moisturizers https://ubeauty.com.hk/beauty/skincare/20061913/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E5%B0%88%E6%AB%83%E5%B9%B3%E5%83%B9%E9%9D%A2%E9%9C%9C%E5%AF%A6%E8%A9%95-%E6%B6%88%E5%A7%94%E6%9C%83%E6%95%99%E7%9D%87%E4%BF%9D%E6%BF%95%E6%88%90%E5%88%86%E6%8F%80%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/977025/%E9%9D%A2%E9%9C%9C%E6%8E%A8%E4%BB%8B2026-20-%E5%A5%BD%E7%94%A8%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-%E6%B7%B1%E5%B1%A4%E4%BF%9D%E6%BF%95-%E6%8A%97%E7%9A%BA%E7%B7%8A%E7%B7%BB-%E7%BE%8E%E7%99%BD%E6%8F%90%E4%BA%AE https://hk.cosme.net/ranking/260 https://www.koreanbeautysecret.com.hk/blog/%E5%A4%8F%E6%97%A5%E5%95%AB%E5%96%B1%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6%EF%BC%81%E4%BF%9D%E6%BF%95%E4%B8%8D%E6%B2%B9%E7%AC%A0%E3%80%81%E6%B8%85%E7%88%BD%E4%B8%8D%E8%87%B4%E7%97%98%EF%BC%81 https://babymall.hk/zh-hant/2026%E5%A4%8F%E5%A4%A9%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A6-7%E6%AC%BE%E6%B6%88%E5%A7%94%E6%9C%83%E5%AE%89%E5%85%A8%E6%88%90%E5%88%86%E6%AF%94%E8%BC%83-%E8%82%8C%E7%A0%94vs%E7%90%86/ https://www.sorra.net/category/%E9%9D%A2%E9%9C%9C https://www.hk01.com/%E7%BE%8E%E5%AE%B9%E6%89%8B%E5%B8%B3/1002278/%E4%BF%9D%E6%BF%95%E9%9D%A2%E9%9C%9C%E6%8E%A8%E8%96%A62026-25%E5%A4%A7%E5%A4%8F%E6%97%A5%E8%AD%B7%E8%86%9A-kiehl-s-%E8%82%8C%E7%A0%94-ap-beauty https://www.cosmopolitan.com.hk/beauty/best-picks-for-moisturizers https://hk.cosme.net/ranking/415
intent_04_how-can-i-strengthen-a-weakened-skin-barrier-wit__gemini__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	gemini / google/gemini-3.7-flash	2026-10-19T19:17:51.128Z	完成
intent_04_how-can-i-strengthen-a-weakened-skin-barrier-wit__chatgpt__answer	經常留在冷氣辦公室，想找保濕但不厚重的面霜，香港有哪些品牌值得比較？ in Hong Kong?	chatgpt / openai/gpt-6-luna	2026-10-19T19:17:52.531Z	完成	https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-50ml.html https://www.clinique.com.hk/product/1628/55861/samples/moisture-surgetm-72-hour-auto-replenishing-hydrator-mini https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-moisture-cream-refill-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-intensive-cream-50ml.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-emulsion-120ml-for-dry-skin.html https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-cream-50ml-for-combination-to-oily-skin-111976477.html?is_reco_item=1 https://hk.laneige.com/tc_l/111960599.html https://hk.laneige.com/en_l/skincare/line/water-bank.html https://kiehls.eshops.hk/zh/skincare/super-multi-corrective-soft-cream https://hk.laneige.com/tc_l/water-bank-blue-hyaluronic-eye-cream-25ml-111960142.html https://hk.laneige.com/en_l/water-bank-blue-hyaluronic-eye-cream-25ml.html?is_reco_item=1 https://www.youtube.com/watch?v=Ljw-gKL6wI0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/SkyBoutique_202507_09.pdf https://promotion.evaair.com/eBook_Mall/e-books/Sky_Shop/012025/EVASkyShopDutyFreeBrochure.pdf https://strapi-assets.tigerairtw.com/2026_Q1_Tiger_Shop12_19_097542054d.pdf https://www.youtube.com/watch?v=KqK65bvsch0 https://inflight-magazine.s3.ap-northeast-1.amazonaws.com/65ad919867d4489abfca5bf22f9ea885-0001-converted.pdf https://www.consumer.org.hk/f/article_tab/413383/432366/549-online-stores-for-facial-skincare-products-table-002.pdf https://www.legco.gov.hk/yr15-16/chinese/counmtg/papers/cm20151104-sp021-ec.pdf https://www.reddit.com/r/u_Ok-Definition-6930/comments/1foaeaz https://www.reddit.com/r/SkincareAddiction/comments/1fb1fc4 https://www.reddit.com/r/beautytalkph/comments/185sbvf https://www.reddit.com/r/EuroSkincare/comments/1h149k4/kiehls_products_yay_or_nay/ https://www.reddit.com/r/PanPorn/comments/f2xrkw https://www.reddit.com/r/SkincareAddiction/comments/1b0qkbs/review_fyi_the_new_formula_for_kiehls_ultra/ https://www.reddit.com/r/SkinbarrierLovers/comments/1t4aahv/lets_be_honest_kiehls_ultra_facial_cream/ https://www.reddit.com/r/AsianBeauty/comments/yetkez https://www.reddit.com/r/beautyph/comments/1w1k7b5/kiehls_products_thread/ https://www.reddit.com/r/u_peaklifestyleadmin/comments/1uas4ly/kiehls_ultra_facial_cream_review_2026_is_this/ https://www.reddit.com/r/Ulta/comments/1cminqn https://www.reddit.com/r/30PlusSkinCare/comments/1809b9y/m34_coming_from_kiehls_ultra_facial_cream/ https://www.clinique.com.hk/product/1629/59227/samples/checkout/clinique-idtm-dramatically-different-moisturizing-lotiontm-lines-wrinkles-2ml https://www.clinique.com.hk/the-clinique-lab https://www.clinique.com.hk/en-hk/product/1687/79628/skin-care/moisturizers/moisture-surgetm-intense-72h-lipid-replenishing-hydrator https://www.clinique.com.hk/products/1605/Makeup/Lipsticks https://www.clinique.com.hk/en-hk/product/1605/64269/makeup/lipsticks/moisture-surgetm-lip-treatment https://www.clinique.com.hk/en-hk/product/1609/45042/mens/clinique-for-mentm-maximum-hydrator-72-hour-auto-replenishing-hydrator https://www.clinique.com.hk/lines-wrinkles-skin-care-clinique https://m.clinique.com.hk/en-hk/product/22508/5449/skin-care/special-care/moisture-surgetm-face-spray-thirsty-skin-relief?size=125_ml https://www.clinique.com.hk/product/1667/126187/skin-care/smart-clinical-repairtm-overnight-recovery-cream-mask https://www.clinique.com.hk/product/1687/4977/skin-care/moisturizers/acne-solutions-all-over-clearing-treatment https://www.clinique.com.hk/see-all/hub-article-type/pretty-easy 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https://mentholatum.com.hk/collections/%E8%82%8C%E7%A0%94-hada-labo https://www.reddit.com/r/SkincareAddiction/comments/1s57fva/product_question_hada_labo_gokujyun_hyaluronic/ https://viviancorp.com/wp-content/uploads/2020/05/Bioderma-Catalogue.pdf https://www.reddit.com/r/EuroSkincare/comments/1one3lr/alternatives_for_toleriance_dermallergo_fluide/ https://www.reddit.com/r/EuroSkincare/comments/1k1d3si/looking_for_alternatives_to_la_roche_posay/ https://uk.lorealdermatologicalbeautypartnershop.com/on/demandware.static/-/Library-Sites-SharedLibrary-UK-IE/default/dwba78cefc/Page%20Designer/2025/LRP%202025%20FULL%20CATALOGUE%20.pdf https://www.reddit.com/r/EuroSkincare/comments/1191v6n https://www.reddit.com/r/SkincareAddiction/comments/1ev4u34 https://www.reddit.com/r/30PlusSkinCare/comments/1ev4vhn/la_rocheposay_toleriane_dermallergoultra_cream/ https://www.reddit.com/r/EuroSkincare/comments/1i4c843/alternatives_to_lrp_toleriane_sensitive_fluid/ https://www.reddit.com/r/Fungalacne/comments/1ayiic3 https://www.reddit.com/r/EuroSkincare/comments/1qtu98w/alternatives_to_the_toleriane_ultra_fluid_that/ https://www.reddit.com/r/AsianBeauty/comments/hrh6og https://www.reddit.com/r/SkinbarrierLovers/comments/1wwajt9/does_anyone_use_the_lrp_toleriane_dermallergo/ https://www.reddit.com/r/AsianBeauty/comments/1cg8zx8/whats_your_favourite_hada_labo_moisturizeremulsion/ https://www.linkhk.com/SpecialInfo/ShatinOuting/Ebooklet.pdf https://www.drugoffice.gov.hk/eps/upload/eps_news/53136/ZH/1/News%20bulletin%2028%20Mar%202024%20%28Unauthorised%20skin%20products%29.pdf https://rohto.com.vn/images/rohto-product-catalogue-20220524.pdf https://www.hkexnews.hk/listedco/listconews/sehk/2025/0326/2025032601418.pdf https://www.womanandhome.com/beauty/best-moisturizers-for-sensitive-skin/ https://en.wikipedia.org/wiki/Hada_Labo 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核对问题是否适合你的产品或服务

买家可能要求企业没有提供的功能、地区、交付方式或使用场景，另一个选项就可能更适合。阅读结果时，应保留这个限制。为了强行让自己的品牌出现而修改问题，只会掩盖产品是否适合的问题。

信息来源: Buyer questions for AI visibility; How Ready Scan builds an AI visibility scorecard; Hada Labo: public GEO observations; Olay: public GEO observations

在上下文中阅读推荐

名单可以提及多家企业，却没有推荐任何一家。即使产品不是首选，带有条件的建议仍可能有用。在提供的香港 Hada Labo 观测中，针对预算上限为港币 300 元的面部保湿产品问题，回答把 Hada Labo 列为平价选项。至于潮湿天气和空调办公室相关问题，回答则各有不同：有些建议了其他选项，其中一个办公室相关回答引用了 Hada Labo 产品页面，却没有提及品牌名称。这些是针对不同需要的观测，不应合并成对品牌的单一判断。

另一组提供的香港观测说明了为什么引用需要单独标记：其中一个回答引用了 Bioderma 页面，却没有提及品牌名称。应将其记录为来源引用，而非品牌提及或推荐。保留完整回答和被引用的网址，让团队能看出来源支持什么，以及回答是否真正推荐了该品牌。

针对每个问题，应比较买家需要、回答的实际措辞、它是提及还是推荐某个选项、所用来源和任何适用条件。来源链接是有用的可见度证据，但仅凭链接不能证明来源促成了推荐。也要保留团队规模、系统集成或运营需要等条件，因为它们能解释回答所作的决定。

找出可以处理的不足

以下表格用来辅助决策，并非实际测量的供应商结果，也不保证品牌会出现在回答中。

从观测到的问题，走向有用的行动

横向滚动以阅读全部列。

观测	检查	改善
产品或服务被错误描述。	保留的措辞，以及被引用的产品信息。	在你能控制的页面修正含糊或过时的事实。
需要的功能没有说明。	产品细节及支持来源。	补充准确描述、适用条件及实际使用示例。
被引用的来源不完整。	它实际上如何描述产品。	改善自己的来源；适当时向其他来源要求事实更正。
有用信息难以找到。	导航、公开访问及页面响应。	让页面容易读取，并在适当上下文中链接它。
问题要求了产品不能满足的需要。	买家的条件，以及企业实际提供什么。	诚实说明是否适合，不要虚构功能。
没有回答完成。	缺少的观测，以及已披露的失败。	先处理不完整的证据，再解读品牌有没有出现。

一个页面改善示例

假设一家代理商的页面只用「网站策略、设计和开发」描述服务。中型 B2B 买家仍需要知道这包括什么。如果代理商确实提供这些服务，页面可以说明调研、设计和开发如何衔接、采用什么平台、客户团队在网站上线后可以自行管理什么，以及迁移、CRM 集成和持续支持是否包含在内。页面也可以提供供买家查看的类似项目，避免暗示其他客户的成果也会重现。如果任何部分不在服务范围内，应清楚说明。

对于电商网站改版需求，决策条件也应同样具体：所需平台、改版所依据的研究、由谁负责实施修改，以及持续转化率优化是否包括上线后的实验测试。筛选代理商时，要求对方提供特定平台的项目示例，并厘清由谁负责实施、测试和上线后的学习。把改版交付项目与持续测试计划分开，并商定哪些证据有助于评估工作成效。这样更容易比较服务范围，并决定委聘合作伙伴前还应核实什么。

如果成长中的企业正在评估整合式付费搜索、付费社交和潜在客户开发，代理商页面可以说明管理哪些渠道，以及创意素材、落地页和活动优化是否包含在内。页面也可以解释如何界定合格的潜在客户、能否把活动情况与 CRM 成果一并检查，以及买家可以参考哪些类似项目。买家就可以进一步索取相关示例，并了解效果如何汇报，而不必只依赖笼统的成果宣称。

以上都是内容示例，并非已获取的 AI 回答，也不代表任何代理商的业绩。改善重点是让买家更清楚地判断是否合适、了解交付范围，并找到有用的决策证据。

在信息的主要页面修正

对于 Google AI Overviews 和 AI Mode，Google 表示，页面必须已编入索引，并符合在搜索中以摘要形式展示的资格，才可作为支持链接。Google 表示没有额外的技术要求。另外，其生成式 AI 指南指出，网站必须纳入 Search Console 的生成式 AI 功能，才符合展示资格。符合资格不代表页面一定会出现。

确保重要内容可供抓取、容易通过内部链接找到，并以文字形式提供。如有使用结构化数据，应确保它与页面上可见的内容一致。这些检查有助于读者和系统读取你的主要信息并理解其内容，但无法解释某个回答为什么更偏好另一个选项。

信息来源: Sources behind AI answers; Optimizing your website for generative AI features; Hada Labo: public GEO observations; Avène: public GEO observations

采用对应平台的指引

查看 Google AI 功能的可见度时，应使用相应的 Search Console 报告，了解内容在 Google 搜索界面的表现。Google 表示，AI 功能流量会纳入整体 Web 效果报告，而 Generative AI performance report 则提供生成式 AI 功能表现的查看方式。这些报告不会衡量所有 AI 系统的可见度，因此应把其他平台的观测分开处理。

应把可见度和业务影响视为不同的汇报问题。提及、引用或推荐并不代表引流、潜在客户或销售成果。如有相关数据，应另行检查引流和 CRM 成果，并在报告中保留买家问题和观测背景，让团队清楚可见度数据代表什么。

信息来源: AI features and your website; Optimizing your website for generative AI features; Hada Labo: public website context

完成一项有用的行动

选择能处理已核实不足的最小改动：厘清服务适合谁、补充有依据的服务细节、让相关页面更容易找到，或更正你能控制的信息。根据这些信息对实际购买决策的重要性，以及你能否证实并持续维护来安排优先级。处理客户项目时，记录买家问题、完整回答和来源、发现的不足、页面负责人、所作修改和日期。预先商定什么样的后续观测才算有用，让客户团队能依据原来的问题评估工作，而不是追逐含糊的可见度目标。

再次检查可见度时，尽可能使用相同的买家问题、AI 系统和相关设置，并保留完整回答和来源。如果问题、系统或设置有变化，应视为另一项观测。个别输出可能有所不同，因此应比较多次检查所得的模式，再决定是否要修改。提及和推荐是可见度证据，并非潜在客户或收入的证明。如有相关数据，应另行检查引流和 CRM 成果。目标是改善客户能使用的信息，而不是建立定期监测竞争品牌的工作。

信息来源: How Ready Scan builds an AI visibility scorecard; Sources behind AI answers; Hada Labo: public GEO observations

信息来源

Optimizing your website for generative AI featuresGoogle Search Central · 访问日期 2026-10-19探索引用此来源的内容
AI features and your websiteGoogle Search Central · 访问日期 2026-10-19探索引用此来源的内容
How Ready Scan builds an AI visibility scorecardReady Scan · 访问日期 2026-10-06探索引用此来源的内容
Buyer questions for AI visibilityReady Scan · 访问日期 2026-10-06探索引用此来源的内容
Sources behind AI answersReady Scan · 访问日期 2026-10-06探索引用此来源的内容
The Ready Scan report guideReady Scan · 访问日期 2026-10-06探索引用此来源的内容
New learning paths: curated YouTube playlists for Search fundamentals and Technical SEO | Google Search Central Blog | Google for DevelopersGoogle Search Central · 访问日期 2026-10-17探索引用此来源的内容
Search Central Live India 2026: Bengaluru, We're Coming (For Real This Time) | Google Search Central Blog | Google for DevelopersGoogle Search Central · 访问日期 2026-10-17探索引用此来源的内容
Search Central Deep Dive Europe 2026: Apparently we're going to Barcelona | Google Search Central Blog | Google for DevelopersGoogle Search Central · 访问日期 2026-10-17探索引用此来源的内容
Search Central Live is coming to Bogota and Ciudad de México | Google Search Central Blog | Google for DevelopersGoogle Search Central · 访问日期 2026-10-17探索引用此来源的内容
CeraVe: public GEO observationsReady Scan · 访问日期 2026-10-19探索引用此来源的内容
Cetaphil: public GEO observationsReady Scan · 访问日期 2026-10-19探索引用此来源的内容
La Roche-Posay: public GEO observationsReady Scan · 访问日期 2026-10-19探索引用此来源的内容
Bioderma: public GEO observationsReady Scan · 访问日期 2026-10-19探索引用此来源的内容
Bioderma: public website contextwww.bioderma.hk · 访问日期 2026-10-19探索引用此来源的内容
Hada Labo: public GEO observationsReady Scan · 访问日期 2026-10-20探索引用此来源的内容
Curél: public GEO observationsReady Scan · 访问日期 2026-10-19探索引用此来源的内容
Olay: public GEO observationsReady Scan · 访问日期 2026-10-20探索引用此来源的内容
Hada Labo: public website contextmentholatum.com.hk · 访问日期 2026-10-20探索引用此来源的内容
NIVEA: public GEO observationsReady Scan · 访问日期 2026-10-20探索引用此来源的内容
Avène: public GEO observationsReady Scan · 访问日期 2026-10-20探索引用此来源的内容

阅读对应 JSON 数据

探索买家问题

先读回答，再选择改善方式。

通过 Ready Scan 评分报告，查看你的买家问题得到哪些品牌提及、引用和推荐。

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公开观察背景

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公开观察背景

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公开观察背景

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公开观察背景

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采用对应平台的指引

完成一项有用的行动

信息来源

探索买家问题

延伸阅读

先读回答，再选择改善方式。