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One-Third of Companies Have No Formal Data Quality Process: Royal Mail Survey

Who manages customer data? It’s marketing at about one-third of the companies polled by DataIQ for the UK Royal Mail. Two-thirds cited a central data organization or IT. (Multiple answers were allowed so at some companies it’s both, and/or other groups including CRM and customer service.) Rather shockingly, one-third (32.7%) had no formal data quality process and 16.3% don’t validate internal data at all. Lots of other interesting data, including estimates of how much bad data harms the bottom line.

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Google Invests $550 Million in Chinese E-Commerce Merchant JD.com

June 19, 2018

Just in case you had doubts that Google is serious about competing with Amazon in retail, consider this: Google just invested $550 million in Chinese e-commerce merchant JD.com. Google doesn’t do much business in China so this is about expanding in other markets and listing JD.com as a seller in Google Shopping. Google also announced several enhancements last week that help retailers display their inventory on-line and drive traffic to local stores. See this from The Street for more thoughts on the JD.com deal.

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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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