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


The winning creative moved from a static banner to a 10-second video. While the source creative achieved a 0.0054 CTR, the video format drove a 0.0119 CTR. This suggests that an animated format correlates with higher engagement in the gaming vertical.
Confidence 95% · generated from attribute deltas.
Cohort sample is too small to detect winning attribute patterns.