Do you need to show income proof to join affiliate programs?

I never had to show proof of income. However, networks sometimes want to see your site or how you plan to promote. If they suspect fraud, they may reject. But income proof is rarely asked.

No, most affiliate programs don’t ask for income proof. They just need your website or traffic source. Some premium programs, like credit card affiliates, may ask for traffic proof but not income proof.