Ads Phase 1: Profitability + Autopilot Ops
Operational guide for real CAC/CPA, optimization time saved, AI cost + customer margin, and pricing decision model.
Step 1/6
Enable Real Monitor Safely
Set ENABLE_ADS_PERF_MONITOR=1 in production environment. Validate monitor heartbeat from /api/monitor/status and confirm health=healthy within one scan cycle.
FAQ
Why not decide pricing from CTR/CPC only?
CTR/CPC show ad efficiency, but not business unit economics. CAC/CPA, AI cost, and saved optimization time are needed for real profitability.
How often should we generate the daily report?
At least once daily for management view, plus intraday checks during heavy campaign changes.
Can we run Autopilot fully automatic?
Yes, but start in assisted mode with human approval until account behavior is stable. Then graduate to selective auto-execution policies.