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Study: Emotion Detection and Recognition Market Worth $36 Billion by 2021

MarketsandMarkets has a new report predicting that emotion detection and recognition technologies will grow nearly 40% per year, to reach $36 billion by 2021. Scope includes facial expressions, speech, voice, and bio-sensing (ECG, eye tracking, wearable, etc.). This is a major new data source for marketers and their CDP systems, not to mention AI systems in general.

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Criteo Automates Creation of Contextually-Optimized Personalized Ads

December 7, 2016

If having execution systems that can use improved customer data is one big obstacle to making CDPs valuable, another is being able to actually generate enough different content versions to take advantage of all that precise targeting. Criteo is stepping into that gap, at least for digital advertising, with an ad creation technology that automatically generates contextually-optimized personalized ads tailored to users’ real-time shopping behavior. The company says its tests showed up to 15% higher sales. Note that “up to”.

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Mutinex Offers Free Media Mix Model Validation Framework

September 23, 2025

Media mix models (MMM), originally developed in the 1960’s, have undergone a resurgence as new technologies make them easier to execute and click-based attribution becomes less credible. But evaluating MMM brings its own challenges. Australia-based Mutinex offers a vendor-neutral Open Source MMM Validation Framework which is now available for free to North American marketers and agencies.

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