AI Opportunity Scout

Find what people need → evaluate if you can build it → decide if it's worth it.

Quick Start

When the user specifies a niche (e.g. "AI agents", "crypto trading", "SaaS tools"):

1. Run the scout pipeline below
2. Score each finding with scripts/scout.py
3. Present the ranked report

Scout Pipeline

Step 1: Gather Data (use your built-in tools)

Run these searches, adapting queries to the user's niche: