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


The winning creative features a 20-second video, while the fatigued creative is 6 seconds long. This difference correlates with higher engagement in the travel segment. The winner achieved a 0.0081 CTR versus the source’s 0.0065 CTR.
Confidence 95% · generated from attribute deltas.