Creative analytics is the practice of measuring and analyzing ad creative performance at the element level to understand which visual, audio, and copy components drive results.
Creative analytics goes beyond campaign-level reporting to answer the question of why certain ads perform better than others. It involves tagging creative elements, hook type, visual style, character presence, background music, CTA copy, color palette, text overlay content, and correlating those tags with performance outcomes like ROAS, CTR, IPM, and retention.
Traditional ad analytics shows you what happened at the campaign or ad set level: which campaigns drove the most installs, which ad sets achieved the best CPI. Creative analytics reveals why at the asset level: which specific hook formats, visual treatments, and message angles are driving those results, and which are not.
Modern creative analytics platforms use multimodal AI to automatically tag video and image assets across hundreds of attributes without manual review. This enables analysis of hundreds or thousands of creatives simultaneously, identifying performance patterns that would be invisible to manual analysis.
Creative is the primary performance lever in modern mobile UA, especially post-ATT, where audience targeting precision has decreased and creative quality has become proportionally more important. Creative analytics transforms the creative process from art-direction-led guesswork to data-driven iteration: every new creative is briefed from evidence, not intuition, and every test result builds toward a systematic understanding of what works for your specific audience.
Example
“Segwise analyzes 500 creatives from a mobile game's last 12 months and identifies that creatives featuring a 'player struggle' hook in the first 3 seconds achieve 2.8x higher ROAS than product-demo openers, a pattern invisible in ad network dashboards but clear at the creative element level.”
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Creative testing is the structured process of running controlled experiments on ad creatives to identify which concepts, formats, and elements drive the best performance.
Learn moreMobile User AcquisitionROAS measures revenue generated for every dollar spent on advertising, serving as the primary efficiency metric for paid user acquisition.
Learn moreMobile AttributionAn MMP is an independent third-party platform that attributes app installs and in-app events to the advertising sources that drove them.
Learn moreAnalytics & StrategyA/B testing is a controlled experiment comparing two variants of an ad creative, landing page, or product experience to determine which drives better performance.
Learn moreConnect your ad networks and MMP in 5 minutes. AI tags every creative automatically.
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