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AnswerLens

Audit your website for AI search readiness

Marketing
SEO
Artificial Intelligence
Visit WebsiteSee on Product HuntVercel

Hunted bySamet TaşlıoğluSamet Taşlıoğlu

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.

Top comment

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.

Comment highlights

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

About AnswerLens on Product Hunt

Audit your website for AI search readiness

AnswerLens was submitted on Product Hunt and earned 7 upvotes and 3 comments, placing #21 on the daily leaderboard. 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.

AnswerLens was featured in Marketing (464k followers), SEO (37.7k followers) and Artificial Intelligence (469.2k followers) on Product Hunt. Together, these topics include over 175.7k products, making this a competitive space to launch in.

Who hunted AnswerLens?

AnswerLens was hunted by Samet Taşlıoğlu. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

Want to see how AnswerLens stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.