Relationship marketing platform Marigold polled more than 10,000 consumers on which brand interactions they found creepy vs. cool. Leading the creepy pack, unknown brands making it clear they know your geographic location; not far behind, emails that reveal a brand knows where you’ve been. Top of the cool list, personalized birthday offers. Eighty-five percent say their favorite brand treats them like an individual.

Amperity has launched Lakehouse CDP,  which delivers CDP functions within “lakehouse” data stores including Snowflake and Databricks.  Amperity tools for data modeling, data quality, identity resolution, generative AI, segmentation, and performance measurement will send all results to a company’s own lakehouse rather than a separate Amperity-managed database. Modules can be used independently but the real benefit here is that Amperity is one of the few “composable” CDP vendors who offer a complete set of pre-integrated CDP functions.