Subscriber Scoring

Building a subscriber intelligence dashboard to provide transparency into subscriber data. The system assigns scores to each email address based on three components: - Engagement (max 40 points): recency, frequency of interactions - Value (max 40 points): conversions, revenue, purchase ROI - Quality (max 20 points): list memberships, other quality indicators The dashboard displays comprehensive subscriber profiles including lists they're on, revenue generated over time, purchase history, and ROI per purchase. Current approach involves iterative process: review together → discuss and record → AI processes → review output → repeat. Last iteration completed Friday with significant new additions. Currently in review phase Monday, compiling list of bugs and display issues (e.g., media buy progression metrics D0/D1/D7 showing blank results when clicked). Next: Document all features (backend functionality + frontend components), current project status, and provide summary to align team on priorities.