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 6-second video. This correlates with a significant jump in performance: the winner achieved a 0.0094 CTR and 0.196 CVR, compared to the source’s 0.0042 CTR and 0.161 CVR. Test animating your creative.
Confidence 95% · generated from attribute deltas.
Cohort sample is too small to detect winning attribute patterns.