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 15-second video. This correlates with a higher CTR (0.00847 vs 0.00559) and CVR (0.0673 vs 0.0533) in this cohort. Consider adapting your creative to a video format.
Confidence 95% · generated from attribute deltas.
Cohort sample is too small to detect winning attribute patterns.