Convert creative tests into reusable learning
Each completed test leaves a structured learning, confidence level, segment context, and follow-up hypothesis.
The problem
Creative tests produce winners and losers but the reasoning disappears into campaign platforms.
What you get
A working system with the steps, tools, checkpoints, and expected return made explicit.
- Setup
- 75 minutes
- Back each week
- 3 hours
- Difficulty
- assisted
Expected return
The working case
A planning estimate, not a guaranteed result. Measure the first four weeks against your own baseline.
144
hours returned per year
At 3 hours/week across 48 working weeks.
1
week to earn back setup
Compare the setup estimate with the weekly time returned.
Operating contract
Input
The source material, constraints, and examples a human would need to do this work well.
Checkpoint
A person reviews judgment calls, sensitive content, unfamiliar tools, and irreversible actions.
Success signal
Track time returned, corrections required, and exceptions. Keep it only if the measured result compounds.
Before you start
- ·A named creative strategy lead
- ·An approved source-of-truth and review template
The steps
- 01
Name creative strategy lead as the accountable owner and define the decision this workflow is allowed to support.
- 02
Collect test design, variants, results, audience, and runtime; preserve source links, timestamps, and access controls before any synthesis.
- 03
Produce a searchable creative learning record using the approved template. Do not generalize beyond the tested audience, channel, and confidence level.
Copy this prompt
Create a searchable creative learning record from the supplied evidence. Separate facts, assumptions, and missing inputs. Cite every material claim. Do not generalize beyond the tested audience, channel, and confidence level. Evidence: [approved inputs]
- 04
creative strategy lead reviews the draft, records the decision or next action, and corrects the source system before distribution.
What it runs on
- Airtable
Airtable is used as an approved source or review surface in this workflow.
- Google Sheets
Google Sheets is used as an approved source or review surface in this workflow.
Where this goes wrong
- Do not let the model act beyond do not generalize beyond the tested audience, channel, and confidence level.
- Keep sensitive fields out of unapproved tools and retain a human-readable evidence trail.
Definition of done
Run it for four weeks. Then make it earn its place.
- □ Baseline the manual time before launch.
- □ Keep a human approval step for consequential output.
- □ Record corrections and exceptions, not just successes.
- □ Expand, revise, or retire it after the first review.
Build the system around it
Related workflows
If this one stops working, tell us. Three reports in a month and it leaves the library until a person has looked at it again.