Search evidence
Identify which public pages define the category and the client’s place in it.
Web Perception
AI does not only read the client’s website. It reads the market’s opinion.
Web Perception finds the public evidence gaps that make AI hesitate, prefer competitors, or describe the client with weak, stale, or incorrect claims.
What the buyer can verify
Search result evidence
Review and directory context
Third-party source consistency
Competitor comparison surfaces
6
standard providers
98
LLM prompts
40
AI Preference prompts
Evidence outside the site
Find the external proof that shapes AI answers
Agencies can use Web Perception to strengthen the source layer AI relies on before it recommends a brand.
Third-party proof
Review directories, review surfaces, forums, articles, and comparison pages for consistency and authority.
Competitor context
See where competitors have stronger external proof and where your client needs stronger public evidence.