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


The winning creative shifted from a static banner to a 15-second video. While the source creative achieved a 0.0047 CTR, the video format correlated with a 0.0063 CTR in this cohort. Consider testing video assets.
Confidence 95% · generated from attribute deltas.
Cohort sample is too small to detect winning attribute patterns.