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


The winning creative has a significantly higher visual freshness (0.899 vs 0.325), correlating with a CTR of 0.0136 compared to 0.0054 for the fatigued creative. Prioritizing more visually distinct assets is the single most impactful change you can make.
Confidence 95% · generated from attribute deltas.