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.

Wednesday, April 22, 20261 weeks ago

ShipSignal Report

Signals Collected

Viable Ideas

8.0%

Conversion Rate

7.8

Developer Tools

AI API Cost & Usage Dashboard for Multi-Provider Teams

Unified dashboard to track AI API spend across all providers

Est. MRR$11,730/moMVP3-4 weeks

r/SideProjectr/microsaas

7.8

See Revenue Potential

7.4

Finance

Privacy-First Receipt Scanner with Local AI Processing

On-device expense tracking with zero cloud uploads

Est. MRR$3,825/moMVP3 weeks

r/SideProjectr/Notion

7.4

See Revenue Potential

6.9

Education

Job Interview Voice Practice Coach

AI voice roleplay to practice high-stakes conversations

Est. MRR$7,875/moMVP4 weeks

r/SideProject

6.9

See Revenue Potential