These profiles contained rich customer data from online and offline engagement channels such as websites, webinars, conferences, email engagements, and rep interactions. Aside from the website channel, all other sources had known customers (i.e., customers with a master data management [MDM] ID). The website channel had both known web users (users with a mapped MDM ID through a campaign management tool) and unknown web users (users without a mapped MDM ID).