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


The winning creative has significantly higher visual clutter (0.467 vs 0.304) and correlates with a higher CTR (0.0090 vs 0.00445) and ROAS (3.21 vs 1.50). Testing increased visual detail could improve performance.
Confidence 95% · generated from attribute deltas.