Spokes
campaign-metrics scrub
Campaign analytics across email, SMS, social — opens, clicks, replies, booked-call rates.
Per-recipient identifiers are stripped before any LLM sees them. The model gets aggregates; identifiers only re-enter for action lists you approve.
Tools
metrics_campaign_summary — Single-campaign topline.metrics_recipient_engagement — Engagement at recipient grain.metrics_funnel_breakdown — Stage-by-stage funnel breakdown.