ShippedAndSeen: See how ChatGPT, Perplexity and Gemini describe your site

Hey Product Hunt!

I built ShippedAndSeen because more people now ask ChatGPT or Perplexity "what's a good tool for X?" instead of searching, and most indie founders have no idea whether their product comes up in those answers.

Asking ChatGPT once tells you very little. Answers change from run to run. So here's what a report does:

Reads your site and writes about 15 real buyer questions for your category ("best [category] for [audience]", "alternatives to [competitor]", plus a couple that name you directly).
Runs each question 3 times on ChatGPT (with web search), Perplexity, and Google's AI (approximated with Gemini plus Google Search grounding, and labeled as such). That's about 135 answers.
Grades every answer: were you mentioned, recommended, described accurately, and who got named instead.
Checks whether AI crawlers can actually read your site: robots.txt rules for GPTBot, PerplexityBot, ClaudeBot and Google-Extended, text without JavaScript, llms.txt, title, meta, H1, schema, canonical, sitemap.
Gives you a dated PDF with mention rates (not fake rankings), every question asked so you can rerun them, and 3 to 5 fixes ranked by effort and impact.

The first site I ran it on was my own (Oct 22, before launch). ShippedAndSeen showed up in 3 of 135 answers and 0 of the 117 discovery and comparison answers, and all three mentions got facts wrong. The technical basics all passed, so the fix was content and off-site presence, not code. That's exactly the kind of answer the report is built to give.

Built with vibe coders in mind (client-rendered pages and accidental crawler blocks are common in AI-built apps), but it works for any public site: SaaS, landing pages, online shops, local businesses.

Pricing: $29 report, $49 Fix Pack add-on (paste-ready title, meta, intro, FAQ, schema, llms.txt, and one prompt for Cursor, Lovable, Bolt and similar tools), or $69 for both. Launch week only: Founding 50 pricing, $19 report or $59 bundle, for the first 50 orders combined. 14-day refund if the report isn't useful.

I'd love feedback on the method, and I'm here all day to answer questions.

Hey Product Hunt!

Asking ChatGPT once tells you very little. Answers change from run to run. So here's what a report does:

Reads your site and writes about 15 real buyer questions for your category ("best [category] for [audience]", "alternatives to [competitor]", plus a couple that name you directly).
Runs each question 3 times on ChatGPT (with web search), Perplexity, and Google's AI (approximated with Gemini plus Google Search grounding, and labeled as such). That's about 135 answers.
Grades every answer: were you mentioned, recommended, described accurately, and who got named instead.
Checks whether AI crawlers can actually read your site: robots.txt rules for GPTBot, PerplexityBot, ClaudeBot and Google-Extended, text without JavaScript, llms.txt, title, meta, H1, schema, canonical, sitemap.
Gives you a dated PDF with mention rates (not fake rankings), every question asked so you can rerun them, and 3 to 5 fixes ranked by effort and impact.

I'd love feedback on the method, and I'm here all day to answer questions.