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


The winning creative shifted from a static banner to a 12-second video. This change correlates with higher engagement in the fintech segment, as the winner achieved a 0.0056 CTR versus the fatigued creative’s 0.0034 CTR. Consider testing video formats.
Confidence 95% · generated from attribute deltas.