How are ideas generated?

Every night, we scan Reddit, Hacker News, Google Trends, Product Hunt, App Store, and YouTube for market signals. Claude AI identifies patterns—what people are asking for, complaining about, and willing to pay for—then synthesizes them into validated opportunities with revenue estimates.

How accurate are revenue estimates?

We use conservative assumptions: 3% conversion rates and mid-range pricing based on comparable products. These estimates show potential, not guarantees. Each idea includes a detailed breakdown so you can evaluate the assumptions yourself.

Friday, May 1, 2026Yesterday

ShipSignal Report

Signals Collected

Viable Ideas

9.0%

Conversion Rate

7.8

Developer Tools

AI-Powered UI Test Recorder for SaaS Founders

DOM-aware test recorder that understands intent, not coordinates

Est. MRR$4,830/moMVP3-4 weeks

r/SaaSr/SideProject

7.8

See Revenue Potential

7.1

Business

Semantic Text Snippet Manager for Sales & Support

Quick-draw message templates with smart search and one-click paste

Est. MRR$3,060/moMVP3 weeks

r/microsaasr/EntrepreneurRideAlong+1 more

7.1

See Revenue Potential

7.0

Utility

Travel Itinerary Extractor from Screenshots & PDFs

AI extracts trip details from booking screenshots into one timeline

Est. MRR$8,925/moMVP4 weeks

r/SideProject

7.0

See Revenue Potential