Turn paid ad winners into a reusable visual pattern library

Export your last 30-90 days of creative performance from Meta Ads or your primary paid channel. Include creative name, image or video URL, campaign, audience, spend, impressions, clicks, CTR, CPC, conversions, CPA, and any notes about the offer. Put the data into Google Sheets with one row per creative.

Add columns for visual format, primary image type, amount of text, proof style, headline placement, CTA treatment, color intensity, product visibility, and whether a human face appears. Fill what you can manually, then use Claude to normalize messy tags into consistent labels.

Normalize these ad creative tags into a clean taxonomy.

Raw creative data:
{{creative_data}}

Current tags and notes:
{{raw_tags}}

Create a controlled taxonomy for:
1. Visual format
2. Main visual subject
3. Proof type
4. Message density
5. CTA treatment
6. Layout pattern
7. Audience cue
8. Product visibility

Return the cleaned tags for each creative and a short definition for every tag.