Affiliate tools are usually judged as onboarding simplicity, but the real friction shows up later when attribution gets messy and founders start questioning whether the tracked revenue actually matches Stripe reality.

Most early stage SaaS programs do not fail on setup time, they fail when affiliates bring in uneven traffic quality and there is no strong trust layer on what counts as “valid” revenue worth paying out.