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


The winning creative has significantly more on-screen text (52.7% vs 26.9%). This attribute correlates with higher engagement in the travel cohort, as the winner achieved a 0.0084 CTR compared to the fatigued creative’s 0.0060 CTR. Consider increasing the amount of text in your ads.
Confidence 95% · generated from attribute deltas.