You can provide whatever the user wants to do. Recommendations? Sure. If you want them. The required data collection is then just.... Required. It is tied to this purpose though and can't be used e.g. for ads.

But it is not OK to collect everything about the user so you can charge more for ads or to sell ("exchange") that information. Which is in 99% of cases the reason for these banners.