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# Can AI predict which ads will actually work?
- URL: https://fabric.media/can-ai-predict-which-ads-will-actually-work/
- Published: 2026-09-08T21:11:00.000Z
- Updated: 2026-09-08T21:11:00.000Z
- Description: System1’s Andrew Tindall pits AI creative testing against human panels across ten major ads, checking whether machine scores match established effectiveness benchmarks.
- Author: Fabric.Media Editorial
- Tags: Measurement, AI, Andrew Tindall, The Drum: AI vs humans spotting AI ads

**Why it matters.** Ad testing firms that rely on human panels face pressure to prove their methods still outperform cheaper AI-driven creative scoring.

*Signal from* [*thedrum.com*](https://thedrum.com/?ref=fabric.media) *·* [*Andrew Tindall*](https://fabric.media/tag/by-andrew-tindall/) *·* [*read the original*](https://www.thedrum.com/opinion/andrew-tindall-humans-can-t-spot-ai-ads-can-ai-spot-good-human-ones?ref=fabric.media)*.*