AI Visibility Research
Observations and insights on how AI recommends businesses.
Why this research exists
More people now ask AI which businesses they should trust before visiting websites.
AI often generate short lists of recommended companies alongside directories and review platforms.
Understanding how these answers form helps businesses and advisors interpret visibility patterns.
What we observe in AI answers
- Directories frequently appear in recommendations
- Businesses with clearer service descriptions appear more often
- Consistent listings improve AI interpretation
- Trusted mentions across the web influence credibility
Industry visibility snapshots
Market visibility snapshots
See how AI interprets your business
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