I don't think that makes the task harder. You should just not do the task at all if the user doesn't want it.

Flashback to when apple rolled out their enhanced privacy tools and when I said "that data is blocked unless the user gives us permissions" the project manager un-ironically anguished "But how will we track them?!"

Won't someone please think of the commercial interests?! /s