Yanran Li's AI-driven Marketing Mix Modeling (MMM) framework revolutionizes enterprise resource allocation by integrating ...

Google is removing four attribution models (first click, linear, time decay, and position-based) in Google Ads and Google Analytics starting May 2023. The change has produced mixed reactions among ...

The buying journey has turned into a complex maze, challenging the old playbook used by traditional marketing models. As customers zigzag in unpredictable ways, chief marketing officers (CMOs) find ...

Adam Goldberg is Chief Innovation Officer of ClearSaleing. AdExchanger.com asked Goldberg about the latest advancements and traction with effective attribution modeling in digital advertising.

In the past couple of years, digital advertisers and ad platforms have increasingly returned to marketing mix modeling (MMM). In this generations-old approach, media channels (like TV, radio and print ...

To help B2B marketers gain a more reliable understanding of advertising responses, LinkedIn is updating its advertising attribution models with a new hybrid attribution methodology that the ...

Google Analytics today officially removed first click, linear, time decay, and position-based attribution models. This leaves only last click and data-driven, as Google announced would happen in April ...

Still using last-click attribution? It’s time to say, “So long!” With the large number of touch points in today’s digital world, a multi-touch point attribution model across devices and channels is ...

A Google Analytics expert, Charles Farina spotted that Google Analytics 4, which had tracking for many attribution models, keeps reducing the specific attribution cases you can track. We are now down ...

Ecommerce brands that have been resisting Google’s gentle nudges toward data-driven attribution can no longer drag their feet. The tech titan has eliminated all but two attribution models: last-click ...

Advanced attribution frameworks become more important as the advertising industry moves into channels that do not have the ability to click on media -- at least for now -- such as connected television ...

Google will soon retire four rules-based attribution models in Google Ads and Google Analytics: Why we care. This will impact anyone who still uses these models in Google Ads. Anything that isn’t last ...