GripeFind is an AI-powered research tool for founders who want to build products people actually need. Type any niche and it runs live searches across Reddit, Hacker News, and independent forums, then uses Claude AI to extract real complaints and score each one as a business opportunity across five dimensions: demand, competition, passive-income potential, feasibility, and monetization.

What you get:

• Research Desk: on-demand searches (about 12 per query) that return scored, sourced opportunities instead of raw threads
• Pipeline: a kanban board to move promising ideas from New to Researching, Validated, Building, and Shipped
• Standing Alerts (Pro): save a niche and get email alerts when new high-scoring opportunities appear, re-run every 6 hours
• The Weekly Issue: a free curated email of the week's top opportunities
• Shareable reports: every research run gets a public link you can share

GripeFind searches the open web through a search index rather than Reddit's commercial API, the dependency that shut down GummySearch. Free plan includes 3 research queries to start (then 1/month), no card required. Pro is $29/month for 50 queries and standing alerts.