Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail72% similar · gaming × interstitial
Why is your fatigued creative losing to its twin?
7 high-impact attribute differences
Your fatigued creativeRescue
29Health
Win epic rewards#501048 · gameplay · watch now
ROAS1.22×
CTR0.71%
CVR17.8%
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Twin winnerScale
43Health
Beat your rivals#500828 · gameplay · free rewards
ROAS3.23×
CTR1.23%
CVR18.7%
Vision insight · preview
Extend ad length for higher returns.
The winning creative uses a 30-second video format, while the fatigued ad is only 5 seconds long. The winner achieves a significantly higher ROAS of 3.23 versus 1.22. Increasing ad length correlates with improved performance in this gaming cohort.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpacthook typewatch nowfree rewards→cta textStart nowGet offer→emotional toneplayfulurgent→duration sec530↑text density0.260.19↓clutter score0.660.53↓novelty score0.880.99↑
Winning patterns in this cohort
0 of 0 top performers · gaming / interstitialCohort sample is too small to detect winning attribute patterns.