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


The winning creative has significantly less on-screen text (14.8% vs 40.3%). This attribute correlates with higher engagement in the travel cohort, as the winner achieved a 0.0086 CTR compared to the source’s 0.0072. Simplifying the visual may improve performance.
Confidence 95% · generated from attribute deltas.