Construct and follow link?

Currently I follow a list of links from one page and on each of the second level pages scrape and follow another link to get to some third level pages (where I scrape some data).

I could skip the second link by the just appending a parameter to each of the URLs I find in the first step, this could take me straight to the third level pages.

Is that possible?

Thanks.

@toby1kenobi Hi, yes, that should be possible. Of course, it depends on the structure of this particular website.