Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail60% similar · gaming × rewarded_video
Why is your fatigued creative losing to its twin?
8 high-impact attribute differences
Your fatigued creativeRescue
36Health
Win epic rewards#500002 · feature-focus · competition
ROAS1.11×
CTR0.71%
CVR20.6%
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Twin winnerScale
67Health
Beat your rivals#500038 · competitive · competition
ROAS2.03×
CTR0.94%
CVR19.6%
Vision insight · preview
Reduce on-screen text for better results.
The winning creative has significantly less on-screen text (0.099 vs 0.492). This attribute correlates with higher engagement in the gaming cohort; the winner achieved a 0.0094 CTR compared to the fatigued creative’s 0.0071. Consider simplifying your ad visuals.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemefeature-focuscompetitive→cta textClaim rewardTry for free→emotional toneplayfulcalm→duration sec106↓text density0.490.10↓clutter score0.390.48↑novelty score0.670.86↑has discount badge10↓
Winning patterns in this cohort
8 of 55 top performers · gaming / rewarded_video+161%in 50% of winners
Tone: calm50% of top performers in this cohort use this tone; 19% of the rest do.+47%in 75% of winners
Gameplay or product-in-action shot75% of winners show gameplay or the product in action. Stops the scroll because viewers can simulate the experience before the CTA.+4%in 38% of winners
Dominant colour: blue38% of top performers in this cohort use this dominant colour; 36% of the rest do.