Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail59% similar · entertainment × rewarded_video
Why is your fatigued creative losing to its twin?
8 high-impact attribute differences
Your fatigued creativeWatch
37Health
Binge starts now#500356 · drama · watch now
ROAS1.79×
CTR0.48%
CVR10.4%
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Twin winnerScale
49Health
Binge starts now#500898 · drama · exclusive
ROAS4.21×
CTR0.71%
CVR10.1%
Vision insight · preview
Boost engagement with fresher visuals.
The winning creative has a significantly higher visual freshness (0.877 vs 0.284). This attribute correlates with higher engagement in the entertainment cohort. Given the source creative’s CTR of 0.0048 and the winner’s of 0.0071, prioritizing fresh imagery is the most impactful change.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpacthook typewatch nowexclusive→cta textTry for freeWatch now→dominant colorpurpleblue→emotional tonepremiumurgent→duration sec150↓text density0.270.39↑clutter score0.020.45↑novelty score0.280.88↑
Winning patterns in this cohort
0 of 0 top performers · entertainment / rewarded_videoCohort sample is too small to detect winning attribute patterns.