Quality Assurance & Testing

Paid Measurement Loop

Use when the user asks to "read back" a paid campaign change, "did this ad change work", or "compare ROAS/CPA before and after"; reads ROAS/CPA against a control over a fixed readback window and returns a Promote / Keep-testing / Rollback / Unproven readback decision with the math delegated to roi-calculator. Not for RQS scoring or veto adjudication — use ad-account-auditor; not for the ROI ratio math — use roi-calculator; not for cross-channel rollups — use performance-analyzer. 付费广告复盘/ROAS回看/投放效果归因

Publisher / source
aaron-he-zhu/aaron-marketing-skills (found on skills.sh, an awesome list)
Upstream record
aaron-he-zhu/aaron-marketing-skills
Version
Version 2
Published
Publication review
Approved for publication
Content fingerprint
57720e412d7c037779a964f139bdc531787e44b38694c54c2050e90361eab38b