Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail70% similar · travel × rewarded_video
Why is your fatigued creative losing to its twin?
7 high-impact attribute differences
Your fatigued creativeWatch
56Health
Last-minute savings#500955 · testimonial · last-minute deal
ROAS6.96×
CTR0.67%
CVR6.4%
⟷
Twin winnerScale
47Health
Dream destinations await#500634 · destination · last-minute deal
ROAS12.31×
CTR1.01%
CVR6.5%
Vision insight · preview
Increase visual freshness for higher engagement.
The winning creative has a significantly higher visual freshness, correlating with a 0.010 CTR versus the fatigued creative’s 0.0067 CTR. Prioritizing fresh visuals appears to be the strongest lever for improving performance in this cohort.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemetestimonialdestination→emotional toneadventurouscalm→text density0.420.39↓clutter score0.020.14↑novelty score0.360.98↑has discount badge10↓faces count01↑
Winning patterns in this cohort
22 of 61 top performers · travel / rewarded_video+38%in 64% of winners
Price prominently shown64% of winners surface the price up front. Eliminates the biggest dropout step in the funnel.+27%in 45% of winners
User-generated style framing45% of winners use UGC-style framing. Reads as authentic rather than produced; lifts attention on rewarded video and interstitial slots.-1%in 45% of winners
Visible price / discount proofConcrete value proof — 45% of top rewarded_video ads in travel carry a visible discount badge. Where the headline lacks proof, winners overwhelmingly substitute price.