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


The winning creative extends the video length to 20 seconds, compared to the current 10 seconds. This attribute correlates with higher engagement in the travel vertical. While both creatives achieved similar CTRs (0.00848 vs 0.00831), the longer format drove a higher CVR (0.060 vs 0.066).
Confidence 95% · generated from attribute deltas.