Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail60% similar · gaming × playable
Why is your fatigued creative losing to its twin?
10 high-impact attribute differences
Your fatigued creativeRescue
32Health
Win epic rewards#500181 · testimonial · competition
ROAS2.63×
CTR0.98%
CVR21.2%
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Twin winnerScale
69Health
Unlock rare gear#500507 · gameplay · new collection
ROAS2.40×
CTR1.36%
CVR22.8%
Vision insight · preview
Remove user-generated style for better results.
The winning creative doesn't use a user-generated style, while the fatigued creative does. This attribute correlates with higher engagement in the gaming cohort. The source creative had a CTR of 0.0098, while the winner achieved 0.0136. Removing the user-generated style is the single most impactful change to test.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemetestimonialgameplay→hook typecompetitionnew collection→cta textBook nowLearn more→dominant colorlimepurple→emotional tonetrustworthyurgent→duration sec3020↓text density0.480.38↓clutter score0.410.34↓novelty score0.830.90↑has ugc style10↓
Winning patterns in this cohort
3 of 44 top performers · gaming / playable+925%in 100% of winners
Tone: urgent100% of top performers in this cohort use this tone; 10% of the rest do.+583%in 67% of winners
Visible price / discount proofConcrete value proof — 67% of top playable ads in gaming carry a visible discount badge. Where the headline lacks proof, winners overwhelmingly substitute price.+1%in 67% of winners
Gameplay or product-in-action shot67% of winners show gameplay or the product in action. Stops the scroll because viewers can simulate the experience before the CTA.