AnswerLens
Audit your website for AI search readiness
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Samet Taşlıoğlu

AnswerLens - Audit your website for AI search readiness

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AnswerLens audits your public website for brand clarity, citation readiness, content depth, schema, llms.txt, and AI answer visibility. It gives you a score, top issues, and practical fixes before AI answer engines misunderstand or ignore your product.

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Samet Taşlıoğlu
Maker
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Hey Product Hunt 👋 I built AnswerLens because AI search is changing how people discover products, but most websites still explain themselves only for humans and traditional search engines. AnswerLens audits a public website for AI search readiness. It checks whether the site clearly explains the brand, category, audience, proof points, cite-worthy pages, schema, llms.txt, and supporting content. It is not a live ChatGPT/Gemini/Perplexity ranking tracker. It is a readiness audit: paste a URL, get a score, see what is missing, and get practical fixes. I would love feedback from founders, marketers, indie hackers, and SaaS teams preparing for AI-driven discovery.
Arag Agrawal

good stuff @stfade, maybe add some educational resources as well? something like 'learn more about citation readiness/llms.txt'

Samet Taşlıoğlu
Maker

Thanks a lot @arag_agrawal! That’s a great point.

I’m planning to add a small learning section with practical examples around citation readiness, llms.txt, schema, and answer-ready pages. The current version focuses on the audit first, but educational resources would definitely make the fixes easier to understand and apply.

Manal Essalek

How do you measure whether a site is actually citation ready?