Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail72% similar · gaming × playable
Why is your fatigued creative losing to its twin?
7 high-impact attribute differences
Your fatigued creativeWatch
67Health
Beat your rivals#500977 · gameplay · discover
ROAS1.54×
CTR1.14%
CVR23.4%
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Twin winnerScale
69Health
Unlock rare gear#500507 · gameplay · new collection
ROAS2.40×
CTR1.36%
CVR22.8%
Vision insight · preview
Increase visual clutter for higher engagement.
The winning creative has significantly more visual clutter (0.345) than the fatigued version (0.18). This attribute correlates with higher engagement in the gaming cohort, as the winner achieved a 0.0136 CTR versus the source’s 0.0114. Consider increasing the density of visual elements.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpacthook typediscovernew collection→dominant colororangepurple→emotional tonetrustworthyurgent→duration sec1520↑text density0.380.38↓clutter score0.180.34↑novelty score0.860.90↑
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.