Windows has had personalized ads for a long time now, they just mask it as "Recommendations". They're in the start menu, the search bar, the task bar, and even your lock screen! I remember many years ago when dynamic lock screen for Windows 10 was turned into a giant ad for Disney's Minions. It's everywhere in the OS.