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.

Thursday, January 15, 20263 months ago

ShipSignal Report

Signals Collected

Viable Ideas

2.4%

Conversion Rate

8.0

Developer Tools

Automated Developer App Management Tool

CLI tool to migrate apps to Homebrew/MAS management

Est. MRR$10,440/moMVP4-6 weeks

r/macapps

8.0

See Revenue Potential

7.8

Productivity

Native macOS Gmail App with Visual Design

Gmail client with colorful UI and native API sync

Est. MRR$13,275/moMVP6-8 weeks

r/macapps

7.8

See Revenue Potential

6.7

Education

STEM Student Note-Taking App

Structured notebook with free-form canvas for diagrams

Est. MRR$7,920/moMVP8-10 weeks

r/macapps

6.7

See Revenue Potential