Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
8 high-impact attribute differences


The winning creative has significantly less visual clutter than the fatigued version. While both creatives have a discount badge, the winner’s simpler design correlates with higher engagement. The source creative has a visual clutter of 0.405, while the winner’s is 0.138.
Confidence 95% · generated from attribute deltas.