Building a Competitor Intelligence Agent That Actually Remembers

Published on 06.05.2026

AI & AGENTS

What I Learned From Building Competitor Intelligence Agent

TLDR: Dheeraj Sharma built a competitor intelligence agent in Claude Cowork that scans a watchlist weekly, stores scan history, and generates ranked content gaps with editorial judgment baked in. The real story is not the scanning, it is the memory layer that lets each run build on the last.

What I Learned From Building Competitor Intelligence Agent