About five percent of all Tweets come from bots, with a rate as high as 20% for trending hashtags like #COVID-19, according to a study from NortonLifeLock. Perhaps more interesting, they just released a free test version of a browser extension that can classify individual Tweets in your personal Twitter feed.

CDPs are increasingly used by corporate IT departments, so it’s worth understanding how IT staff thinks. Integration platform vendor Cleo found that IT sees the biggest benefits from improved integration as reduced cost (66%) and meeting service level agreements (57%). Happier customers come in third at 53%. IT finds legacy applications to be the biggest integration challenge, a position marketers are more likely to share.

GrowthLoop will use TransUnion identity data to improve U.S. consumer match rates on client files sent to advertising media such as Facebook and Google Ads.  The data should also help clients to find matches among records within their files, building more accurate customer profiles.  GrowthLoop calls itself a “composable CDP”, meaning it works with data assembled in external data warehouses.