From the score to your next move
A report connects the headline result to the answers, sources and practical actions behind it.
- 1
Start with the score and coverage
- 2
Read the original answers
- 3
Follow the sources
- 4
Choose your next actions
祥益地產 was recommended in 2 of 12 AI answers.
4 selected buyer questions · 3 AI answer systems · 4 supporting search checks. This sample is not a market-wide ranking.
- Recommended
- 2 of 12
- Mentioned
- 2 of 12
- Your site cited
- 0 of 12
- AI systems recommending you
- 2 of 3 scored
祥益地產 was recommended in 2 of 12 scanned AI answers.
How should you read an AI visibility report?
Check completed and scored coverage first, then whether the selected questions fit your business. Treat the headline as a summary: open an answer, inspect its recommendation conditions and follow its citations. Choose a correction supported by that evidence. The report cannot tell you how every AI regards the business or reveal a provider's hidden reasons for selecting an answer.
Start with the summary, then follow the evidence.
Scorecard
LeadershipUnderstand the grade, score, coverage, and top-line mention/recommendation outcome.
Answers
MarketersRead the exact AI answers behind every scored cell.
Evidence
SpecialistsInspect citations, sources, competitors, exclusions, and limitations.
Turn the result into an evidence-based decision.
Start with coverage
Check how many answers were planned, returned and conclusively scored. Those are different counts. A failed or inconclusive answer is missing evidence, not a zero for the brand. Do not compare two headline scores without checking whether their evidence coverage is comparable.
Read the selected buyer questions
The report covers the one to four questions selected for that scan. Check the exact need and its constraints before interpreting an absence or recommendation. A question about an unsupported feature is not proof that the business is generally invisible.
Use the headline as an entry point
The Market Position Score summarizes recommendation leadership, system breadth, first-choice question coverage and an underlying visibility score. The letter grade is a display band, not a certification or probability. Use the methodology for the formula; use the question rows to understand this particular result.
Open an answer, not just its label
Read the complete wording and the recorded AI system, model, surface and time. A brand named in a list is not automatically recommended. Preserve conditions such as team size, plan or integration when deciding whether the answer genuinely suggests the product.
Check what the citation supports
Follow the specific page, not just the domain name. Confirm that the cited passage supports the nearby claim for the correct product and date. A citation can support a fact without endorsing the business. The source list does not disclose a hidden influence weight.
Interpret competitors in the question's context
An alternative may be a direct competitor, a workaround or a different category. Look at the need it addresses and whether the same direct competitor recurs across questions. A long list of names is not automatically a strong competitive challenge.
Turn one finding into a concrete decision
Illustrative example: an answer recommends an enterprise product, but the selected question is about a three-person team's simple workflow. Check the answer's actual fit and source conditions before deciding to copy that competitor's content. The useful decision may be to clarify who your own product serves, not imitate a larger feature list.
Keep the original evidence when comparing later
Retain the question wording, market, language, system configuration and observation date. Distinguish an information correction from a later change in AI behaviour. Edited questions, different systems or missing answers can change the score without demonstrating that a website edit caused an improvement.
Create the first scorecard.
Begin with retained answers so the report can show exactly what happened.