WorkflowPatchCampaign feedback loop proof.
A first paid slice for marketing teams testing AI-assisted campaign operations. Redacted or synthetic campaign briefs, approved claims, performance metrics, and draft candidates become a review-gated next-test ledger before any ESP, CRM, ad, social, or customer-facing action.
Feedback Ledger CSV
Review Queue CSV
Blocked Output CSV
Error Log CSV
Brief Draft
Runbook
Source Script
Input
Redacted or synthetic campaign briefs, approved claims, banned terms, performance windows, and AI-style candidate next-test copy.
First Slice
One campaign family or lifecycle segment becomes a feedback ledger with click rate, conversion rate, ROI after cost, decision, and row-level evidence.
Live Boundary
Paused campaigns, stale data, and banned claims are blocked or routed to review before any customer-facing output.
| Campaign | Channel | Segment | Click Rate | Conversion | ROI After Cost | Decision | Next Test |
|---|---|---|---|---|---|---|---|
| CFB-101 | New creator trial | 9.00% | 12.22% | 21.54 | controlled_scale_candidate | Segment by first design action | |
| CFB-102 | Social | Existing crafters | 3.00% | 7.50% | 3.40 | monitor | Split bundle by craft category |
| CFB-103 | Affiliate | POD sellers | 6.00% | 15.00% | 8.00 | controlled_scale_candidate | Send license guide to high-intent POD segment |
| CFB-105 | Paid social | New designers | 1.50% | 3.33% | -0.22 | refresh_data_before_test | Rebuild paid-social angle around iteration speed |