Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail72% similar · entertainment × native
Why is your fatigued creative losing to its twin?
7 high-impact attribute differences
Your fatigued creativeWatch
38Health
Exclusive tonight#500104 · drama · watch now
ROAS2.09×
CTR0.46%
CVR10.8%
⟷
Twin winnerScale
49Health
Binge starts now#500898 · drama · exclusive
ROAS4.21×
CTR0.71%
CVR10.1%
Vision insight · preview
Increase visual freshness for better results.
The winning creative has a significantly higher visual freshness (0.877) than the fatigued version (0.557). This attribute correlates with higher engagement in the entertainment cohort, as the winner achieved a 0.0071 CTR versus the source’s 0.0046. Prioritize fresh visuals.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpacthook typewatch nowexclusive→cta textShop nowWatch now→dominant colorredblue→emotional toneexcitedurgent→text density0.290.39↑clutter score0.170.45↑novelty score0.560.88↑
Winning patterns in this cohort
1 of 53 top performers · entertainment / native+5100%in 100% of winners
Cta: Watch now100% of top performers in this cohort use this CTA; 2% of the rest do.+478%in 100% of winners
Tone: urgent100% of top performers in this cohort use this tone; 17% of the rest do.+333%in 100% of winners
Dominant colour: blue100% of top performers in this cohort use this dominant colour; 23% of the rest do.