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


The winning creative moved from a static banner to a 20-second video. This change correlates with a higher CTR (0.013 vs 0.007) and CVR (0.216 vs 0.186) within this gaming 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.