01 Forced MLM Compression Forced MLM compression is the type of compression that automatically skips or removes inactive or non-qualified distributors from the payout structure and “pulls up” the next qualified ones to maintain payout levels. It ensures that commissions are fairly distributed to active participants, preventing lost earnings due to inactive downlines while keeping the overall genealogy unchanged. For instance, if the PV is below the minimum, KYC requirements are not completed, or auto-ship customers drop off, the person may not be considered qualified for the payout. The payout qualification completely depends on your compensation plan. So, it pulls the next qualified distributor up to fill the place of the non-qualified distributor, and depth calculation is considered accordingly. In forced MLM compression, there are no exceptions, and gaps are always filled. When to use Where leadership expects the downline to make efforts and qualify for the commission, as their earning depends on it. When your compensation plan wants to keep the payout predictable and maximize it for your builders. When you want to promote activeness, eliminate the dead spots, and showcase earning potential. Things to do before deployment Pre-run simulation: Compare the payout before and after compression for multiple scenarios to ensure forced MLM compression doesn’t cost the MLM business. Explainability: Create code for various conditions implemented for skipping distributors. Immutable Genealogy: Ensure that it doesn’t alter the historical placement, i.e., if the distributor becomes active again, ensure that it stays at the level where it was before.
02 Automatic MLM Compression Automatic MLM Compression is a payout optimization process in which inactive or non-qualified distributors are automatically skipped during commission distribution. As the name suggests, the automatic MLM compression applies compression automatically at the time of payout according to the parameterized rules. There’s one major difference that makes automatic MLM compression completely different from forced. In forced MLM compression, no gaps are skipped. However, in automatic MLM compression, skipping gaps is allowed under certain conditions. For instance: You provide a grace period to inactive members or allow a limited number of months for which they can be inactive, and depth commission for the upline will still be considered based on their earnings during inactive time. If there’s no earning, it will be considered zero commission. Sometimes, autoship lags occur, which causes customers' payments to be pushed after the scheduled payout. In such cases, the compression doesn’t happen. Either the payout is initiated based on the existing earnings, or the predetermined auto-ship payments are considered as part of the depth-based commission. If the person doesn’t qualify due to failed payments. When to use Automatic MLM Compression When there are numerous distributors and nuance is common, and thus, it needs to be taken into account. When there are blended plans, such as unilevel combined with binary, which have different compression logics in different components. Things to do before deployment Unit Test for Rules: Run tests with sample distributor data based on your automatic compression rules to predict the exact outcomes. Whenever there’s a change in rules, a continuous integration job should automatically run a test suite. Cost Monitors: Alert if the payout after compression exceeds commission threshold limits. Change Governance: Implement a system that requires a dual approach for editing the rules. Maintain immutable change logs that can be traced back to the editor.
03 Manual MLM Compression Manual MLM compression is a process where inactive or non-qualified distributors are manually skipped or adjusted within the genealogy structure during payout. It is triggered by compensation admins selectively for a particular region, leg, or even an individual level. Manual MLM compression is considered an exception-handling toolkit. When to use Manual MLM Compression Incidents: When there are specific issues experienced by individuals, particular legs, or region-specific individuals, due to which the sales amount is not reflected against distributors. Retro corrections: When there are misapplied holds, KYC-related delays, or misclassification of stock keeping unit. Legal/compliance directives: Temporarily excluding specific distributors due to legal or compliance issues, while maintaining fair payment to others. Things to do before deployment Strict Audit Trail: Since manual MLM compression is triggered by compensation administrators, strict, immutable audit trails must be maintained from a compliance perspective. It also helps to trace back to the person accountable for the action. Dual Control: It’s also advisable to implement a dual approval system wherever manual MLM compression is used to ensure accuracy and prevent exploitation. Auto-reconcile: After the compression is applied, the system should automatically generate variance reports and reissue the original flow.