Freeze the campaign brief, exclusions and claims policy.
MEASUREMENT BLUEPRINT · REVIEWED 4 SEPTEMBER 2026
Campaign brief to channel-ready creative
Which AI stack produces more usable campaign variants without multiplying review and brand-safety work?
Record a credible baseline.
- 01Hours spent per approved concept
- 02Usable assets per ten generated variants
- 03Average revision rounds before sign-off
Four accountable stages.
Generate concepts against the same channel specifications.
Score every variant blind against the same rubric.
Publish only approved assets and compare downstream performance separately.
Test the role, not the logo.
Product access and pricing change. Read the dated review, confirm supplier terms and run each tool against the same acceptance rules.
MEASURE
Decision metrics
- Cost per accepted asset
- Approval rate
- Revision rounds
- Production lead time
STOP / GO CONTROLS
Non-negotiable gates
- Rights and commercial-use terms are recorded.
- Claims receive factual and legal review where needed.
- Paid placement never changes the editorial score.
AFTER THE TEST
Read HubAI methodologyReport the failures as carefully as the gains.
State the sample, dates, people, tool plans, accepted-output definition and correction effort. A useful result can be reproduced; a marketing claim cannot.