The people who pay for a tool leave their frustrations in the comments — YouTube tutorials, Reddit threads, app reviews. Enter a niche or a competitor and get those pains ranked, sourced, and turned into your next feature.
Based on the research trick founders use: don't invent problems — aggregate the ones real buyers are already complaining about.
It gathers the complaints buyers commonly leave about your niche or a specific competitor, and ranks them by frequency and pain.
For each pain it tells you exactly where to verify it — which YouTube videos, subreddits, review sites, and forums to read the comments on.
Every complaint becomes a concrete feature idea, so your version one is built around a gap people already feel.
Yes — free, no signup. Enter a niche or competitor and get a full research brief. Fair-use limits keep it running; paste your own API key to skip them.
A ranked list of real customer pain points, each with a heat rating, the underlying complaint, a realistic example of how buyers phrase it, exactly where to go verify it, and the feature idea it points to — plus a short list of the best places to read the raw comments yourself.
Because people are most honest in the comments of content they didn't expect to be researched. Aggregating that unfiltered feedback beats asking people what they think they want.
Yes. Enter a competitor's name and it focuses on what their users specifically complain about — your openings for a simpler, cheaper, or more focused alternative.
Not sure which niche to target first? Start with the free Niche Finder to spot a profitable, low-competition niche.
See exactly where ChatGPT and other AI tools miss your business — and get a prioritized list of fixes to get cited. Done-for-you report for $199.