Customer Churn Predictor

Stores don't know which customers are about to churn until it's too late.

Customer Churn Predictor analyzes purchase frequency, recency, and engagement patterns to flag customers at risk of churning. It generates a priority list with suggested win-back actions like personalized offers or re-engagement emails.

What this agent does

• Identifies at-risk customers using RFM analysis
• Segments customers by churn risk level
• Suggests personalized win-back strategies
• Reports overall customer retention health

Data Sources & Tools

• get_customers

  Fetches customer data with order history

Permissions required

Strict read-only access. The agent never writes back to catalogue, inventory, or billing records.

• readcustomers
• readorders