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FrontStat
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FrontStat

See if ChatGPT, Claude and Gemini recommend your product

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FrontStat answers the question every founder asks after launch day: can buyers find me? Paste a URL and FrontStat looks at four things, each scored out of 25: whether ChatGPT, Claude and Gemini recommend your product when a buyer asks, where you rank in search for your own name, which launch sites list you, and which of those listings pass links that count. The report ranks the fixes by the points they add, so you know what to do first. No install, no setup. Launches on the public front page get a free launch-day report; FrontStat Pro tracks any site every day.

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Features

Score out of 100 across four signals: listings, links that count, search for your name, AI recommendations

Asks ChatGPT, Claude and Gemini the question a buyer would ask, several times, and reports the consensus

Finds which launch sites list you and which of those links pass authority

Fixes ranked by the points they add, so you know what to do first

Free launch-day report for launches on the public front page; Pro tracks any site every day

Use Cases

Launch week: know within 24 hours whether buyers can find you

Before a Product Hunt or Show HN day: fix the listings and links that count

Every day after: watch your own-name rank and AI recommendations move

Comments

I built FrontStat after launching a few products of my own and noticing that being listed everywhere changed very little: buyers ask ChatGPT, and the answer did not include us. FrontStat runs the four things I now look at before and after every launch (listings, links that count, search for the name, AI recommendations), scores them out of 100, and ranks the fixes by the points they add. Happy to answer anything about launch-week visibility.

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Comments

I built FrontStat after launching a few products of my own and noticing that being listed everywhere changed very little: buyers ask ChatGPT, and the answer did not include us. FrontStat runs the four things I now look at before and after every launch (listings, links that count, search for the name, AI recommendations), scores them out of 100, and ranks the fixes by the points they add. Happy to answer anything about launch-week visibility.

Premium Products