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 conversion rate (0.216) compared to the fatigued creative (0.169). Adding a badge signaling a special offer is the single most impactful change you can test.
Confidence 95% · generated from attribute deltas.
Cohort sample is too small to detect winning attribute patterns.