CAKE by Accelerize Files U.S. Patent Application for Predictive Attribution Models Designed to Provide Real-Time Insights into the Customer Journey - CAKE Google+
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CAKE by Accelerize Files U.S. Patent Application for Predictive Attribution Models Designed to Provide Real-Time Insights into the Customer Journey


Technology Uses Machine Learning to Identify Digital Marketing Channels Most Likely to Maximize Return on Ad Spend  


NEWPORT BEACH, Calif. – August 10, 2017 – Accelerize Inc. (OTCQB: ACLZ) (OTCBB: ACLZ) and its digital marketing software division CAKE today announced that it has filed a new patent application with the U.S. Patent and Trademark office. The patent application covers machine-learning algorithms that have been created to assess a user’s stage within the marketing funnel in real-time, and to predict the channel (or combination of channels) most likely to result in a conversion.


The filed patent application is part of Accelerize’s ongoing intellectual property development strategy, which aims to continuously improve the accuracy and performance of the CAKE Marketing Intelligence platform. The platform tracks, attributes and analyzes the performance of digital marketing campaigns across multiple channels, including, search, display, video, email, social, affiliate, mobile and more. The new algorithms are designed to help CAKE’s customers estimate what stage their target audiences are at within the marketing funnel, and to identify the mix of channels with the greatest potential to maximize their return on ad spend.


“The aim of this latest innovation is two fold,” said Karl Gierach, Head of Data Science of CAKE by Accelerize. “First, we want to give our clients as accurate a picture as possible of how their campaigns are performing and the status of the customer journey in real-time. Second, we want to help them better predict what to do next to maximize their return on ad spend. This technology does both, and will be especially valuable in real-time bidding situations to help move consumers from anonymous to known by collecting and analyzing granular first-party data about the critical steps in the customer journey.”


This latest patent application filed by Accelerize will also help marketers better understand the synergies between different advertising channels, and to pinpoint if results are dependent on the specific order or timing of campaign strategies. Furthermore, the technology can be used to identify key stages within the marketing funnel where customers may disengage and be lost, or where they are more likely to move closer to a conversion.


About CAKE by Accelerize

CAKE, a division of Accelerize Inc., provides a cloud-based solution to track and analyze the performance of digital marketing return on ad spend, in real-time. Bringing clarity to multi-channel marketing campaigns, we empower advertisers, agencies, publishers and networks from more than 40 countries worldwide with the insight to make intelligent marketing decisions. CAKE by Accelerize is headquartered in Newport Beach, Calif. with operations in London and New Delhi. For more information, visit


About Accelerize

Accelerize Inc. (OTCQB: ACLZ) (OTCBB: ACLZ) offers marketing technology solutions that revolutionize the way advertisers leverage their digital advertising data. For more information, visit

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