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


The winning creative shifted from a static banner to a 12-second video. This correlates with a higher CTR (0.0090 vs 0.0069) and ROAS (3.22 vs 1.99) in this cohort. Consider adapting your creative to an animated video format.
Confidence 95% · generated from attribute deltas.