Write an experiment retrospective

The opportunity

Use campaign notes to decide what to repeat, change or stop.

Best for: Small-business owners, consultants and lean marketing teams with approved source material

Goal: Retention

Gather your field kit

• Approved AI drafting tool
• Anonymized source material
• Human review checklist

Make it happen

1. Record the original hypothesis before launch
2. Collect spend, responses and operational notes
3. Remove personal identifiers from the analysis file
4. Ask AI to explain observed results and uncertainty
5. Check calculations outside the language model
6. Choose one change for the next test

A ready-to-adapt example

Illustrative template. Replace the details with your own verified information.

Start smaller than you think

Run one small version of “Write an experiment retrospective” with five relevant participants or one limited publication. Record the questions, responses and completion of the intended next step before expanding.

What to measure

• Reviewed outputs used
• Qualified replies or completed next steps
• Corrections required

Watch out for

• Uploading private data without permission
• Publishing invented facts or unreviewed output

Permissions & trust

Use only data you are authorized to process. Review outputs for accuracy, confidentiality and rights before publishing.

Your next action

Start with this first step: Record the original hypothesis before launch. Set a review date before increasing the budget.