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


The winning creative has significantly less visual clutter (0.135 vs 0.33). This attribute correlates with higher engagement in the cohort. Simplifying the visual presentation may improve performance, as the source creative had a CTR of 0.0111 while the winner achieved 0.0089.
Confidence 95% · generated from attribute deltas.