Progress Tracking And Retention Metrics

via “retention metric calculation and comparison”

Cohort heatmap MCP App Server for retention analysis

Unique: Decouples metric definition from calculation logic, allowing LLMs to specify retention rules in natural language and have them applied consistently across all cohorts. Supports multiple simultaneous metric calculations without re-aggregating underlying event data.

vs others: More flexible than hardcoded retention definitions in analytics platforms; enables rapid iteration on retention metrics through conversational prompts rather than configuration changes.