From Reviews to Revenue: An Autonomous Brand Ops Engine Powered by OpenClaw

This is a submission for the OpenClaw Challenge . What I Built Every day, businesses receive dozens of customer reviews—but most of that data goes unused. A 1-star review might contain a critical operational failure. A 5-star review might contain your next best marketing headline. But no one has time to process all of it. So I built Brand Pulse — an autonomous AI engine that doesn’t just analyze feedback, it acts on it . ⚡ The Idea Brand Pulse is a closed-loop brand operations system that turns