Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail54% similar · travel × native
Why is your fatigued creative losing to its twin?
10 high-impact attribute differences
Your fatigued creativeWatch
58Health
Escape this weekend#500848 · discount · trending
ROAS6.09×
CTR0.54%
CVR6.0%
⟷
Twin winnerScale
44Health
Book your next trip#500635 · destination · discover
ROAS11.44×
CTR0.72%
CVR5.6%
Vision insight · preview
Increase on-screen text for higher engagement.
The winning creative has significantly more on-screen text (46.3% vs. 9.5%). This attribute correlates with higher engagement in the travel cohort, as the winner achieved a 0.0072 CTR compared to the fatigued creative’s 0.0054 CTR. Consider increasing the amount of descriptive text.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemediscountdestination→hook typetrendingdiscover→cta textStart nowShop now→dominant colororangelime→emotional toneurgentadventurous→text density0.100.46↑clutter score0.320.23↓novelty score0.530.77↑has discount badge10↓faces count21↓
Winning patterns in this cohort
3 of 50 top performers · travel / native+944%in 67% of winners
Cta: Shop now67% of top performers in this cohort use this CTA; 6% of the rest do.+348%in 67% of winners
Tone: adventurous67% of top performers in this cohort use this tone; 15% of the rest do.+57%in 67% of winners
Price prominently shown67% of winners surface the price up front. Eliminates the biggest dropout step in the funnel.