In early 2025, Snapchat approached Adverteyes with a critical challenge: Understand how creative decisions affect performance, especially as Snapchat’s advertising partners continue to increase their investment in performance creative. For ads specifically designed to drive immediate user actions like swipes and conversions, they need actionable guidance on how to maximize every dollar spent.
To answer this question, Adverteyes conducted one of the most comprehensive creative effectiveness studies in performance advertising history. We analyzed 12,600 performance-focused video ads, measuring them across multiple dimensions: attention capture, emotional response, and a sophisticated array of content signals including branding strength, visual pacing, narrative structure, and storytelling techniques. These rich creative data points were then modeled against real-world performance metrics, specifically, the click-through rates (CTR) these ads generated on Snapchat.
The Creative Advantage: 45% of Performance is in Your Control Through Creative
Our findings reveal a striking truth: Creative quality accounts for 45% of the variability in CTR performance that marketers can actually control within the performance creative space. Advertisers know that setting the correct optimization type is critical. And audience factors account for a substantial portion of performance. But we now know that, in practical terms, advertisers who master the craft of effective performance creative can unlock substantial gains and improvements that translate directly to campaign ROI and business outcomes.
The Winning Formula: Attention and Happiness Drive Results
When we examined which creative elements matter most for performance advertising, two factors emerged as dominant predictors of success: Attention and Happiness (measured through genuine smiles). These human response metrics were far and away the strongest determinants of high performance, significantly outweighing other variables.
Attention and Happiness (smiles) were the strongest determinants of high performance
Beyond these core drivers, additional creative features proved to be important contributors to success, including visual pacing (how quickly scenes and information flow) and tonal choices (the overall mood and attitude of the creative). Together, these insights paint a clear picture of what separates good performance creative from great performance creative on Snapchat.
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Introducing the Snap Impact Score: Predict Success Before You Launch
Leveraging these insights specifically from the performance creative category, Adverteyes engineered the Snap Impact Score, a predictive metric that synthesizes attention, emotion, and content signals into a single, actionable number. The results speak for themselves: Performance ads scoring in the top tier drove 87% higher CTR compared to lower-scoring creative.
The Snap Impact Score synthesizes these signals. Top scoring ads drove 87% higher CTR.
Perhaps most importantly, this scoring can be deployed instantly and at scale, processing hundreds of creative variations in minutes. For Snapchat’s advertising partners focused on performance campaigns, this means the ability to predict CTR performance and optimize creative assets before campaigns go live—eliminating guesswork and reducing costly in-market testing.
A New Frontier in Creative Intelligence
This collaboration represents a genuine breakthrough in performance creative effectiveness measurement. By uniting human emotional response data, granular content analysis, and real-world performance outcomes from thousands of performance ads, we’ve created the first system of its kind—one that empowers Snapchat’s performance advertisers with unprecedented creative intelligence and optimization capabilities.
A first-of-its-kind system that provides unprecedented creative intelligence for advertisers on Snapchat
Ready to Elevate Your Snapchat Performance Campaigns?
If you’re running performance campaigns on Snapchat and want to harness the power of the Snap Impact Score to drive superior creative results, we’d love to hear from you. Get in touch to learn how predictive creative intelligence can transform your performance advertising outcomes.