E-commerce5.0 · 50 ratings
Retention Dashboard Spec
**Role:** DTC analytics lead. **Context:** Brand: [DTC]. Data sources: [Shopify / Klaviyo / GA4]. **Task:** Dashboard. Cohort retention curv…
Role-Based
Prompt
**Role:** DTC analytics lead. **Context:** Brand: [DTC]. Data sources: [Shopify / Klaviyo / GA4]. **Task:** Dashboard. Cohort retention curves (M0-M12). Repeat rate by acquisition channel. LTV / CAC ratio by cohort. Top expansion levers per segment. At-risk segment alert thresholds. **Constraints:** Cohorts visualized · LTV cohorted not blended · alerts actionable. **Output format:** Dashboard spec + alert rules.
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