Creative tagging is the process of labeling ad creative elements (hook type, visual style, emotion, characters, CTA format) so you can correlate those attributes with performance data.
Creative tagging assigns structured labels to the components of an ad: the type of hook used in the first 3 seconds, whether the video features a real person or animation, the emotional tone, the presence of text overlays, the background setting, the call-to-action style, and dozens of other attributes. Once tagged, these labels can be matched against performance metrics like CTR, IPM, and ROAS to reveal which creative patterns actually drive results.
Manual tagging is slow and breaks down at scale. A team running 200 creatives per quarter can't manually catalog hundreds of attributes across each asset. This is where AI-powered tagging comes in. Platforms like Segwise use computer vision and multimodal AI to automatically tag video and image creatives across hundreds of attributes in seconds, without any manual review required.
The output is a structured creative database where every element of every ad is labeled and linked to its performance data. Instead of looking at which ad won, you can ask which hook styles, visual treatments, or message angles are consistently winning across your entire creative library.
Without tagging, creative analytics is limited to comparing ad-level performance numbers. With tagging, you can identify patterns. You stop asking 'which ad performed best?' and start asking 'what do our best ads have in common?' That shift is what turns creative testing from guesswork into a repeatable process. Teams using AI-powered creative tagging brief new creatives based on evidence, not intuition, and get to winners faster.
Example
“Segwise tags 300 creatives from a gaming app and finds that videos featuring a 'player failure' hook in the first 3 seconds achieve 2.4x higher IPM than feature-demo openers. The team redirects their next production sprint entirely toward problem-first hook concepts.”
Segwise Feature
Auto-tag creatives with Segwise AI
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.
Learn moreCreative PerformanceA creative brief is a strategic document that defines the objective, audience, messaging, format, and performance benchmarks for a new ad creative before production begins.
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 moreAnalytics & StrategyCreative intelligence is the use of data and AI to understand which creative patterns, elements, and angles drive performance, and to prescribe what to make next.
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