The Eureka Database

The Eureka Database

Turn a Reddit complaint into your next company

J
@jeremy3738
Published on Jul 17, 2026
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How AI and people discover The Eureka Database on PeerPush

Read by AI engines 30dEngines readingHow many times AI crawlers read this listing, and which engines those crawlers belong to.
358
  • ChatGPT
  • Claude
  • Perplexity
  • +4 other AI crawlers

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PersistenceRead streakConsecutive days, counting back from today, that AI has read this listing every single day.
95 days

Read by AI every day

Read by AI every single day since launch.
Search index 90dSearch indexTimes a search engine AI indexer, such as OAI-SearchBot, crawled this listing.
163 crawls

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By OAI-SearchBot, the ChatGPT Search indexer, in the last 90 days.

About The Eureka Database

AI will happily generate a thousand startup ideas. It can't tell you which one people will actually pay for. The Eureka Database is a library of ideas mined from real complaints on Reddit, reviews, and forums. Every idea comes with the receipts: who wants it, who's already profitable, and a working demo. Connect over MCP and your AI agent pulls the full build spec for any saved idea: the problem, the stack, the schema, even the design taste, no prompt engineering needed. Over a billion people visit Reddit every month, across 100,000+ active communities. A huge share of what they post is people describing problems they'd pay to fix, asking for tools that don't exist, and sharing the workarounds they've hacked together. It's the biggest pile of unfiltered demand on the internet, and almost nobody mines it. For years my process for picking what to build was embarrassing. A shower thought, a hit of excitement, a weekend of building, then a launch to nobody. I was good at building and bad at knowing whether anyone actually wanted the thing. AI only made it worse. I could ship a polished product in a weekend, which mostly meant I could waste weekends faster. So I built The Eureka Database. It reads through that Reddit firehose, pulls the complaints that keep repeating, and researches each one into a real idea, with the original threads, competitors already making money, a market estimate, and a working demo. Then it hands the whole thing to Claude Code through our MCP server. The idea, the spec, and design references from repos like Magic UI load straight into your editor, and a shared workspace keeps the build from scattering across ten tabs. It does the prompt engineering for you. There's co-founder matching if you don't want to build alone, and an investor list for later. Lifetime access is one payment, so please use code "PP50" for 50% off for the launch! Expires July 19th, 11:59pm EDT. Happy to answer anything in the comments, and I'd love to hear where it misses. — Jeremy, The Eureka Database

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Comments (1)

J
@jeremy3738

Half the best startups began as someone venting on Reddit. We turned that into a database of validated ideas you can hand straight to your AI agent. What's a complaint you've seen that should already