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


The winning creative is a static banner, while the fatigued creative is an 8-second video. The winner achieves a 0.0071 CTR and 0.101 CVR, compared to the source’s 0.0048 CTR and 0.093 CVR. This suggests a static image may resonate more with this entertainment audience.
Confidence 95% · generated from attribute deltas.
Cohort sample is too small to detect winning attribute patterns.