Discover recurring customer problems for product teams to test

ScoopData helps small product teams and independent builders discover recurring problems in public conversations across platforms like Hacker News and Stack Exchange. It enables users to gather source evidence, synthesize findings into focused research briefs, and validate hypotheses before building solutions. This approach ensures teams build products that address real customer needs by keeping original source links and quotes attached throughout the research process.
Keeps every source link and exact quote attached to research findings for transparency and validation.
Aggregates conversations from platforms like Hacker News, Stack Exchange, and X with API access.
Groups findings into shareable briefs that maintain original source context.
Exports research briefs with all quotes and source links intact for stakeholder review.
Offers free preview and paid subscriptions with varying research allowances and team sizes.
Uses PostHog analytics with user consent to improve the platform without compromising research privacy.
Explore one audience with one research run, up to 10 source posts, no card required
Follow different questions across three projects with daily fresh evidence
Research multiple audiences with ten projects and up to five members
Annual billing for Research plan
Annual billing for Studio plan
Choose one audience and run one research project analyzing up to 10 source posts with 50 AI analyses. No credit card required and no expiry.
No credit card is needed for the free preview, and it does not expire or convert automatically to a paid subscription.
No, the free preview includes one research run without daily refresh or report schedules.
Paid plans start after choosing a plan and completing checkout, with billing beginning upon payment confirmation.
No automatic overage charges; research pauses when allowance is used or subscription ends, but saved results remain readable.
Traffic, engagement, sources and keywords are Similarweb-style estimates, refreshed monthly. Verified traffic comes from a connected Google Analytics / Search Console.
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