“GripeFind reads the internet’s complaint economy (Reddit, Hacker News, independent forums) and serves validated pain points, scored and sorted.”
Type any niche and the research desk goes to work: live searches across Reddit, HN, and forums, AI-scored from 14,000+ gripes per week. No more scrolling threads. Just the signal, on demand.
Coming from GummySearch? See how GripeFind replaces it →
Researched by the desk, scored by Claude. The top three from this week's real issue follow.
A tool that ingests scattered farm data (spreadsheets, notes) and auto-generates the specific reports lenders, vets, and buyers ask for (P&L, weaning weights…
A directory or toolkit of ready-made, downloadable record-keeping templates (spreadsheets/PDFs) tailored to specific certifications (organic, food safety, an…
A dead-simple mobile-first app for small/hobby livestock farmers to log treatments, breeding dates, and production data without the complexity of enterprise …
Everything a research-driven founder needs to find, score, and track the next opportunity.
Search, filter, and score gripes from across the internet's complaint economy. Claude-powered extraction.
Move promising opportunities through your validation workflow. From interesting to investing in days.
Save your search criteria. We'll notify you when new high-scoring opportunities match.
“Every issue starts the same way: thousands of real complaints, read and scored, until only the ones worth building remain. No hype, no trend-chasing, just what people are actively asking someone to fix.”The GripeFind Research Desk
Start free, no card required. Upgrade for 10x the queries and standing alerts.
The ones readers ask most, from the desk's mailbag.
GripeFind is an AI-powered research tool that scans Reddit, Hacker News, and independent forums for real complaints, then scores them as business opportunities across five dimensions. Instead of scrolling threads for hours, you type a niche and get validated pain points sorted by opportunity score.
GummySearch shut down after Reddit's API changes. GripeFind covers the same job (finding pain points in online communities) without depending on the Reddit API, and adds Hacker News and forum coverage, AI scoring, an opportunity pipeline, and standing alerts.
The free Reader plan includes 3 research queries to start (then 1 per month), the weekly issue by email, and the opportunity pipeline. The Subscriber plan is $29 per month for 50 queries, 5 standing alerts re-run every 6 hours, and email notifications on new high-scoring matches.
Each query runs live searches across Reddit, Hacker News, and independent forums, roughly 12 searches per query. Claude reads the results, extracts the underlying complaints, and scores each one for pain intensity, frequency, willingness to pay, competition, and buildability.
Every gripe is scored 0-100 as a composite of five dimensions: how painful the problem is, how often it comes up, whether people would pay for a fix, how crowded the space is, and how feasible a solution is to build. The weekly issue publishes the top-scoring opportunities.