Mine has one sponsored link which is just a course for midjourney. But I don't doubt at all that the OP post is real. This stuff is all dynamically generated. There is probably even some AI deciding how many ads you'll put up with.

Ideally Google would offer some kind of ad free option, perhaps on a higher tier of the Google One plans.