01
Entity clarity
Can an AI clearly identify who you are, what you do, and who you serve?
Your site has a concise About page, consistent naming, and one unambiguous positioning statement.
AI SEARCH READINESS AUDIT
Would an AI assistant recommend your brand?
Score the six signals that shape how ChatGPT, Perplexity, and AI Overviews understand, cite, and compare your company.
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Download the bilingual workbook (PDF)YOUR SIX SIGNALS
Answer from evidence, not optimism.
0/6signals scored
02
Evidence
Do your strongest claims have public proof that a model can cite?
Case studies, original data, named customers, methodology, and dated sources are easy to find.
03
Comparison coverage
Do you answer the comparison questions buyers actually ask?
You publish fair alternatives, use-case comparisons, pricing context, and clear trade-offs.
04
Third-party signals
Is your brand discussed beyond your own domain?
Relevant directories, reviews, industry publications, and expert pages describe you consistently.
05
Freshness
Are your key pages current, dated, and maintained?
Pricing, product capabilities, statistics, and leadership information are visibly up to date.
06
Measurement
Do you measure how AI assistants describe and recommend your brand?
You track prompts, mentions, sentiment, citations, and competitors on a recurring cadence.
WHY THESE SIX?
AI visibility is an evidence problem.
Models synthesize what they can identify, verify, compare, and corroborate. Clear entities, citable proof, useful comparisons, independent signals, fresh facts, and repeatable measurement make your brand easier to represent accurately.