Direct selling companies' growth depends on ranks, legs, volumes, bonuses and incentives of the compensation plan. The Explainable AI (XAI) framework is used to make the changes in commission process understandable. If any change is made in the compensation structure, XAI explains why a payout changed, and how the company computes rank, overrides, and bonuses. If any changes are made to this type of compensation, XAI will explain why one income changed into another and how the different factors worked and it will inform prospects of what their expected level should be now that.