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The Incentives Lab
HBT-INC-0242 · Dimension INC · Incentives

Sales Commissions Misalignment

Volume-based pay incentivizes upselling and mis-selling at the customer's expense.

Corporate Perverse Pattern·Perverse Incentive·Grade C·draft· enriching…

Scientific Definition

Volume-based pay incentivizes upselling and mis-selling at the customer's expense.

Plain-English Definition

Volume-based pay incentivizes upselling and mis-selling at the customer's expense.

Feynman Explanation

The rep gets paid before the cancellation.

Core Principle

Volume-based pay incentivizes upselling and mis-selling at the customer's expense.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Volume-based pay incentivizes upselling and mis-selling at the customer's expense.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Comp design produces sales behavior, not training does.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

The rep gets paid before the cancellation.

Examples

Everyday
  • Wells Fargo cross-sell scandal.
Modern (Organizational)
  • Comp design produces sales behavior, not training does.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Net-revenue or retention-based commission models.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
C (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
4 / 5
Consensus
Pending editorial review (HBT v1.0 auto-seed).
Limitations
Pending editorial review (HBT v1.0 auto-seed).
Open Research Questions

Pending editorial review.

Primary References

Pending editorial review.

Signature Section

The Perverse Incentive Lens™

How this behavior is exploited — and how to redesign around it.

Exploitation
Comp design produces sales behavior, not training does.
Amplifying Incentives
Comp design produces sales behavior, not training does.
Org Failure Modes
Comp design produces sales behavior, not training does.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Net-revenue or retention-based commission models.
Diagnostic Questions
  • Net-revenue or retention-based commission models.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Net-revenue or retention-based commission models.
Team
Pending editorial review (HBT v1.0 auto-seed).
Organization
Pending editorial review (HBT v1.0 auto-seed).
Policy
Pending editorial review (HBT v1.0 auto-seed).
AI Implications
Detection
Pending editorial review (HBT v1.0 auto-seed).
Measurement
Pending editorial review (HBT v1.0 auto-seed).
Mitigation
Pending editorial review (HBT v1.0 auto-seed).
Responsible Use
Pending editorial review (HBT v1.0 auto-seed).

Interactive Mini Network

Click any neighbor to re-center the graph and follow the threads of connection.

HBT-INC-0242 · INC
Sales Commissions Misalignment
SCAEAcquisition Earn-OutsAMAcquisition-Only Mar…ACAggressive Cost-Cutt…BSBonus Structure Game…BHBoomerang Hire PremiumCPCEO Pay-for-Stock-Pr…EMEmpire-Building M&AFSForecast SandbaggingGAGrowth at All CostsHAHeadcount as Status

Knowledge Graph Neighbors

Version History

v1.1.0 · 2026-06-28Initial auto-seed from corpus.