Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail73% similar · gaming × interstitial
Why is your fatigued creative losing to its twin?
7 high-impact attribute differences
Your fatigued creativeWatch
64Health
Level up today#500003 · testimonial · free shipping
ROAS0.95×
CTR0.55%
CVR18.9%
⟷
Twin winnerScale
68Health
Beat your rivals#500794 · competitive · free rewards
ROAS2.05×
CTR1.14%
CVR21.8%
Vision insight · preview
Add faces to boost engagement.
The winning creative features one person on-screen, while the fatigued creative has none. The winner achieves a 0.0114 CTR and 0.218 CVR, compared to the source’s 0.0055 CTR and 0.189 CVR. Including a person in your ad correlates with higher engagement in this gaming cohort.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemetestimonialcompetitive→hook typefree shippingfree rewards→emotional tonetrustworthycalm→duration sec520↑text density0.360.38↑novelty score0.990.96↓faces count01↑
Winning patterns in this cohort
0 of 0 top performers · gaming / interstitialCohort sample is too small to detect winning attribute patterns.