AI Perspective - See what AI models understand about your website
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AI Perspective runs three separate tests: what a named model (Claude, GPT or Gemini) can establish from your real pages, with each finding checked against your text; whether AI fetch tools can read your URLs; and whether AI search mentions your brand.
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Hi Product Hunt! I'm Maksut, a WordPress and technical SEO developer. Clients kept asking "what does ChatGPT think my company does?" and "why doesn't AI search mention us?". Most tools answer with one made-up score, so I built AI Perspective to show the evidence instead.
It retrieves your real pages, has a named model (Claude, GPT or Gemini) interpret only that evidence, then checks each finding against your page text. A second test checks whether the AI providers' own fetch tools can open your URLs at all, which often fails behind Cloudflare. A third asks search-enabled models real questions and shows whether you are mentioned or cited.
The first test is free (one page, no account). I'd love your feedback: what should it check next?