What AnswerLens checks
The audit reads the public homepage like an answer engine would: structure, clarity, depth, technical discoverability, and machine-readable context.
Why AI search readiness matters
AI answer engines compress your public pages into short recommendations. If your site does not clearly explain product category, audience, proof, schema, and source pages, the answer may be vague or skip you entirely. AnswerLens checks readiness signals; it does not measure live ranking positions.
View sample reportClear entity
Help machines connect your brand, product, category, and canonical pages.
Cite-worthy pages
Give answer engines reliable pricing, help, comparison, and FAQ pages.
Structured context
Use schema and llms.txt to reduce ambiguity in product summaries.
Actionable fixes
Prioritize the changes most likely to improve AI search understanding.
FAQ
Short answers about what AnswerLens does and what the audit does not claim.
What is AnswerLens?
AnswerLens is a free AI search readiness audit for public websites.
Is this a live ChatGPT/Gemini/Perplexity ranking tracker?
No. It checks readiness signals and does not monitor live rankings or claim current placement.
What does AnswerLens check?
It checks brand clarity, citation readiness, content depth, structured data, llms.txt, and crawlable support pages.
Who is AnswerLens for?
It is for founders, marketers, agencies, and SaaS teams preparing a public website for launch.
Why does llms.txt matter?
It gives AI systems a concise map of key source pages to understand and cite.
Is AnswerLens free?
Yes. The current public audit is free and does not require signup.
Join beta for the full fix pack
Join the beta list for templates, schema snippets, and practical AI search readiness examples.