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Show clients what ChatGPT says about them

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Agencies won SEO deals with keyword data. AI search gave them nothing to show a client. Now it does. Enter any domain, pick ChatGPT, Gemini, Perplexity, AI Mode or AI Overviews and a country. In about 4 minutes you get an AI answer audit: what the engine says about the brand, which pages it trusts, and a ranked fix list. Add your logo and name, and the PDF and booking link are yours. Free, no account.

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PH · launched Oct 27, 2026 · 56 upvotes (top 3%)

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Could you build this?

Partial The report UI, client-facing output, and agency workflow are easy to build. Reliably querying ChatGPT, Gemini, Perplexity, and AI Overviews at scale and interpreting the answers requires ongoing data collection that is hard to sustain.

What it would actually take: Build a job pipeline that runs country-specific prompts against each AI engine's interfaces or APIs, records answers and cited sources, and scores brand mentions and trusted pages. The hard part is collecting answers consistently across engines that change often and rate-limit or block scraping, which needs proxies, scheduling, and a large historical dataset to be useful.

Competitors

Other products that read as similar to this one : 824 launches clear the similarity bar, closest 8 shown.

Attention rank: #40 of 825 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 351 days after the earliest competitor.

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