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


The winning creative has significantly more visual clutter (0.467 vs 0.02) and correlates with a higher CTR (0.0090 vs 0.0050) and ROAS (3.22 vs 1.56). Testing increased visual complexity could improve performance.
Confidence 95% · generated from attribute deltas.