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 20-second video. While the source had a 0.0038 CTR, the video format achieved a 0.0136 CTR. This suggests that motion video correlates with significantly higher engagement in this gaming cohort.
Confidence 95% · generated from attribute deltas.
Cohort sample is too small to detect winning attribute patterns.