Do we know for a fact that he does pay people for interviews?
100%. Professional academics such as Dr. Richard Carrier and Dr. Bart Erhman absolutely demand an appearance fee for interviews.
I know because I've helped raise money to get them for other channels. It's possible lesser known academics may not charge if they're promoting a book or something, though it's doubtful. It's how many of them make a living.