↳ reddit research tool
THE REDDIT
LAB FOR
BUILDERS
Discover, curate, and validate product ideas from real Reddit threads before you build the wrong thing.
* no credit card required
— used by builders at —
why it exists
Ship against what Reddit already knows.
Not another polite survey. Real pain from real threads, scored and distilled.
Pain Clusters
Threads get parsed, vectorized, and grouped into recurring pain themes. See what keeps coming up — verbatim.
Idea Scoring
Your concept gets scored against real signal density, frequency, and community urgency. No hand-waving.
Quick Summary
One evidence-backed readout: top complaints, opportunity gaps, and suggested positioning. Export-ready.
interactive workflow
One thread to
evidence-backed
readout.
Click a stage to preview the narrative we surface in the lab.
Discovery
Start from how people actually talk
Describe a topic in plain language. We map it to live Reddit discussions instead of flattening everything into sterile keyword lists.
how it works
Three steps. Zero surveys.
Drop a Reddit URL or topic
Paste a subreddit, a thread, or just a keyword. We pull the relevant signal.
We cluster the pain
ML groups recurring complaints into themes. You see the raw quotes alongside the pattern.
Get your scored readout
Download a structured report: top pain clusters, scoring breakdown, and positioning suggestions.