Research on AI search visibility

Original data from Venoh on how AI search engines choose what to cite, and how ready company websites are for them. Every number comes from real sites and real AI answers, with the method written out.

• September 29, 2026We asked AI search 1,048 buyer questions about 365 companies. Most of the time, it cited someone else.Original research from September 2026: how often Perplexity and Claude with web search cited a company for its own buyers' questions, and which sites they cited instead.
• September 29, 2026How AI-ready are B2B websites? We checked 469 of them.Original research from September 2026: how many B2B websites have structured data, FAQ content, a sitemap and an llms.txt file, and how those relate to being cited by AI search.