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


The winning creative features people on-screen, while the fatigued creative does not. This attribute correlates with higher engagement in the fintech vertical; the winner achieved a 0.00629 CTR versus the source’s 0.00554. Consider incorporating faces into your creative.
Confidence 95% · generated from attribute deltas.