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


The winning creative uses a static image instead of a 5-second video. While the source creative achieved a 0.0083 CTR, the static image achieved a 0.0083 CTR with a higher ROAS of 2.92 versus 2.27. Consider testing a static banner format.
Confidence 95% · generated from attribute deltas.
Cohort sample is too small to detect winning attribute patterns.