Earning Groups

Earning groups are the structural containers that divide a rep's variable compensation across multiple measures — each group owns a slice of the total incentive pool, has its own quota target, and can carry independent rate structures, thresholds, and accelerators. The classic multi-measure weighted split (80/20, 60/30/10) is the most common pattern, but the same JSON shape can represent fundamentally different economics depending on whether groups offset each other (weighted-pool) or stand alone (independent components). Getting this wrong is SPM's most common structural design failure.

2–4

Typical number of earning groups per plan

80/20

Most common weight split (NNA/Renewal)

20%+

Minimum weight for a group to drive behavior

Earning Group Payout — 80/20 NNA/Renewal Split

Target60/10080/100100/100120/80120/120150/150NNA% / RNW% Attainment$50K$100K$150K$200KTotal Payout ($)NNA (80%)Renewal (20%)

Plan Language

Weighted Pool — Two Measures

Participant's target incentive of $[AMOUNT] shall be allocated across two earning groups: (a) Net New ARR at [X]% weight ($[X_AMOUNT]) and (b) Renewal ARR at [Y]% weight ($[Y_AMOUNT]). Each earning group has an independent quota target. Incentive for each group is calculated as: (Group Weight x Target Incentive x Payout Factor), where Payout Factor is determined by the attainment schedule for that group. Over-performance in one group does not offset under-performance in another.

Independent Components — Three Measures

Participant shall earn incentive compensation from three independent components: (a) Practice Gross Profit at [X]% of target ($[AMOUNT]); (b) Milestone Pool at [Y]% of target ($[AMOUNT]); (c) AI Revenue Share at [Z]% of target ($[AMOUNT]). Each component is calculated independently against its own target. Components are uncapped individually. Total incentive is the sum of all component payouts. There is no cross-component offsetting or subsidization.

Product Portfolio Split — Four Measures

Participant's variable compensation pool of $[AMOUNT] is divided across four product categories: High Power ([W]%), Low Power ([X]%), Specialty ([Y]%), and Service ([Z]%). Weights sum to 100%. Each product category has its own revenue target derived from territory-level demand planning. Accelerators apply uniformly across all product categories (appliesTo: all measures). Product mix rebalancing may occur quarterly per the Sales Operations review cadence.

Formulas & Calculations

Weighted Pool Calculation

// Two-measure weighted pool (e.g., 80/20 NNA/RNW)
TARGET_INCENTIVE = $130,000
NNA_WEIGHT = 0.80  // $104,000 at-target
RNW_WEIGHT = 0.20  // $26,000 at-target

NNA_PAYOUT = TARGET_INCENTIVE * NNA_WEIGHT * NNA_PAYOUT_FACTOR
RNW_PAYOUT = TARGET_INCENTIVE * RNW_WEIGHT * RNW_PAYOUT_FACTOR

TOTAL_INCENTIVE = NNA_PAYOUT + RNW_PAYOUT

// Example: 120% NNA attainment, 85% RNW attainment
// NNA: $130K * 0.80 * 1.30 = $135,200
// RNW: $130K * 0.20 * 0.85 = $22,100
// Total: $157,300 (121% of target)

Weight Entropy Check

// Diagnostic: are weights driving differentiated behavior?
WEIGHTS = [W1, W2, W3, ...]  // must sum to 1.0
N = COUNT(WEIGHTS)

// Maximum entropy (equal weights) = 1/N each
// Low-weight threshold: any weight < 0.15 = dead measure
// Dominance threshold: any weight > 0.85 = why bother with multi-measure?

FOR EACH weight IN WEIGHTS:
    IF weight < 0.15: FLAG "Weight too low — reps will ignore this measure"
    IF weight > 0.85: FLAG "Dominant weight — consider single-measure plan"
Earning Group Payout Model — $130K Target, 80/20 Split
NNA AttainRNW AttainNNA PayoutRNW PayoutTotal% of Target
60%100%$62,400$26,000$88,40068%
80%100%$83,200$26,000$109,20084%
100%100%$104,000$26,000$130,000100%
120%80%$135,200$20,800$156,000120%
120%120%$135,200$33,800$169,000130%
150%60%$176,800$15,600$192,400148%
150%150%$176,800$42,250$219,050168%

Scenarios

Well-Designed Earning Groups

SaaS company sets 80/20 NNA/Renewal split for Enterprise AEs. The 80% weight on NNA sends a clear signal: hunt. But the 20% renewal weight prevents reps from churning existing accounts for short-term new-logo credit. Each group has its own quota, own attainment tracking, and own payout factor. Reps can see exactly how much each deal contributes to which group. Over-performance on NNA doesn't mask under-performance on renewals — both are visible on the statement.

Poorly-Designed Earning Groups

Company splits variable comp into 5 measures at 40/20/15/15/10. The 10% measure (customer satisfaction score) is effectively ignored — reps calculate it pays $13K at target and deprioritize it entirely. The 15% measures conflict: one rewards deal volume while the other rewards deal size. Reps optimize for whichever is easier this quarter. The 40% dominant measure captures all attention, making the 5-measure plan function like a 1-measure plan with four decorations.

Comparison

StructureHow Weights WorkCross-Measure OffsettingBest ForComplexity
Weighted Pool (Behavioral)Pool divided by behavior type (hunt/farm)Partial — strong group masks weakRole-split incentives (AE, AM)Medium
Weighted Pool (Product)Pool divided by product categoryPartial — product mix flexibilityMulti-SKU portfolios (med device)Medium
Independent ComponentsEach component calculated separatelyNone — each stands aloneDiverse revenue sources (consulting)High
Single Measure100% weight on one metricN/ASimple roles (SDR, inside sales, CSM)Low

Implementation Checklist

AI Prompt Template

Copy & paste into your AI assistant

You are a sales compensation analyst. I need to design the earning group structure for a [ROLE TYPE] role. Context: - Total target incentive: $[AMOUNT] - Business priorities: [LIST — e.g., 70% weight on new business, 30% on retention] - Number of measures: [2-4] - Measure types: [LIST — e.g., Net New ARR, Renewal ARR, Services Revenue] Please: 1. Recommend weight allocation with rationale for each group 2. Determine whether to use weighted-pool or independent components 3. Model payouts at 5 attainment scenarios across the groups 4. Flag any cross-measure conflicts or dead-measure risks 5. Define per-group accelerator scope (per-measure vs all-measure) 6. Draft the earning group clause for the plan document

Case Study

Enterprise SaaS — Earning Group Redesign

A 150-rep enterprise SaaS company was running a 3-measure plan (60/25/15: NNA/Expansion/Services) for Account Executives. The 15% Services measure was universally ignored — exit interviews revealed reps didn't even know their Services quota. Expansion and NNA were occasionally gamed: reps classified upsells as 'new logos' to credit the higher-weighted group. The comp team simplified to 2 groups: 75% NNA + 25% Expansion (with Services folded into the Expansion measure definition). They added a clear credit-allocation rule: deals with existing contract numbers credit Expansion, net-new legal entities credit NNA. Each group got its own attainment tracker on the monthly comp statement.

Services revenue actually increased 8% — reps stopped avoiding service conversations when it wasn't a separate pressure. NNA/Expansion gaming disputes dropped 90% (from 40/quarter to 4/quarter). Total variable comp cost stayed within 1% of plan. Rep satisfaction with plan clarity improved 32 points.