Early version flagged every mention

Early version flagged every mention as a lead.

Keyword matching alone was noisy anything containing the product name got flagged, even complaints and jokes. Switching to intent scoring cut the noise and doubled the quality of what landed in the sales queue.

→ The lesson: match for intent, not just words.