Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail55% similar · gaming × playable
Why is your fatigued creative losing to its twin?
8 high-impact attribute differences
Your fatigued creativeRescue
28Health
Level up today#500905 · reward · cashback
ROAS0.89×
CTR0.71%
CVR21.6%
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Twin winnerScale
69Health
Unlock rare gear#500507 · gameplay · new collection
ROAS2.40×
CTR1.36%
CVR22.8%
Vision insight · preview
Increase on-screen text for higher engagement.
The winning creative has significantly more on-screen text (37.8% vs. 6.6%). This attribute correlates with higher engagement in the gaming cohort, as the winner achieved a 0.0136 CTR compared to the fatigued creative’s 0.0071 CTR. Consider increasing the amount of text in your ads.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemerewardgameplay→hook typecashbacknew collection→cta textStart nowLearn more→emotional tonepremiumurgent→text density0.070.38↑clutter score0.450.34↓novelty score0.650.90↑faces count20↓
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.