Building a Competitor Intelligence Agent That Actually Remembers
Published on 06.05.2026
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.
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