It means they like spending money to annoy you.

The question for advertisers --- is this really more cost effective than a simple, non-personalized, context based approach?

There is evidence that advertisers are increasingly deciding it is not. For example --- Amazon's context based ads are one of it's fastest growing areas.

https://www.businessinsider.com/inside-amazons-growing-ad-bu...