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


The winning creative has significantly less on-screen text (0.391 vs 0.539). This attribute correlates with higher engagement in the entertainment cohort, as the winner achieved a 0.00713 CTR compared to the source’s 0.00625. Simplifying the visual may improve performance.
Confidence 90% · generated from attribute deltas.