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The Eureka Database

On finding, validating, and building ideas.

Playbooks on spotting real demand, pressure-testing an idea, and shipping an MVP, from the team that reads the internet's complaints for a living.

  • Opinion·July 16, 2026·5 min read

    The bar keeps rising: a 14-year-old cold-called Sam Altman and got into YC

    The youngest YC founder was 14. Teenagers are shipping real revenue. What it means when the floor for 'impressive' keeps climbing, and why that should free you rather than scare you.

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  • Validation·July 15, 2026·6 min read

    The exact words people use right before they pay

    Buying intent has a vocabulary. The phrases that separate someone venting from someone reaching for a card, and how to find them in the wild.

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  • Method·July 15, 2026·7 min read

    How we mine validated ideas from real complaints

    The full pipeline, nothing held back: where we read, how we filter venting from demand, and how a recurring complaint becomes a scored, buildable idea.

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  • Method·July 14, 2026·5 min read

    Startup ideas are hiding in one-star reviews

    The best product briefs are written by angry customers of tools that already exist. A repeatable method for turning one-star reviews into a business.

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  • Validation·July 14, 2026·5 min read

    Painkiller or vitamin: a five-minute test for any idea

    Painkillers get bought, vitamins sit on the shelf. A concrete rubric to tell which one you have, with worked pass and fail examples.

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