Digital Silk Route · AI Agents

ChurnWatch — Live Demo

Winning a customer back costs 5x less than finding a new one — if you notice they're leaving. ChurnWatch scores every customer by recency, frequency, and value (established customers going quiet score highest), then drafts a win-back email for your top 10 at-risk.

Python CLIPremium tierCSV in / CSV out

Sample Customer Export (12-month window)

Median purchase gap in this dataset: 34 days. Anyone past 2× the gap without an order gets scored up.