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


The winning creative has significantly less visual clutter (a score of 0.02 versus 0.078 in the fatigued version). This attribute correlates with higher engagement in the cohort. The winner achieved a 0.00558 CTR compared to the source’s 0.00515. Prioritize simplifying your visuals.
Confidence 95% · generated from attribute deltas.