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


The winning creative features a discount badge, correlating with a higher click-through rate (0.013 vs 0.0078) and significantly improved ROAS (2.19 vs 0.99). Adding a badge signaling a deal is the single most impactful change to test.
Confidence 95% · generated from attribute deltas.