AI-Era KPIs for Marketing: Pricing and Promotional Optimization

Proposed performance indicators for marketing: pricing and promotional optimization operations where AI and automation create decisions that legacy metrics cannot measure.

18
Proposed KPIs
5
Categories

Competitive Pricing Dynamics (3 KPIs)

Competitive Repricing Value Index (CRVI)
GMI-MKT-PPO-001 Integration-Required
Buy Box Margin Yield (BBMY)
GMI-MKT-PPO-002 Pilot-Ready
Competitive Price Signal Accuracy (CPSA)
GMI-MKT-PPO-003 Integration-Required

Promotional Economics and Demand Reality (3 KPIs)

Promotional Incrementality Rate (PIR)
GMI-MKT-PPO-004 Integration-Required
Net Promotional Revenue Impact (NPRI)
GMI-MKT-PPO-005 Integration-Required
Discount Contamination Index (DCI)
GMI-MKT-PPO-006 Integration-Required

Pricing Power and Brand Positioning (4 KPIs)

Pricing Power Trend Index (PPTI)
GMI-MKT-PPO-007 Integration-Required
Price-Quality Signal Decay Rate (PQSD)
GMI-MKT-PPO-008 Infrastructure-Dependent
Discount Dependency Index (DDI)
GMI-MKT-PPO-009 Pilot-Ready
Promotional Timing Circularity Score (PTCS)
GMI-MKT-PPO-010 Integration-Required

Pricing Measurement Integrity (4 KPIs)

Price Fairness Trust Index (PFTI)
GMI-MKT-PPO-011 Infrastructure-Dependent
Price Test Contamination Rate (PTCR)
GMI-MKT-PPO-012 Integration-Required
Price Exploration Breadth Index (PEBI)
GMI-MKT-PPO-013 Integration-Required
Price Model Currency Score (PMCS)
GMI-MKT-PPO-014 Integration-Required

Pricing Governance and Human-AI Calibration (4 KPIs)

Pricing Override Value Index (POVI)
GMI-MKT-PPO-015 Integration-Required
Cross-System Price Coherence Score (CSPCS)
GMI-MKT-PPO-016 Infrastructure-Dependent
Pricing Skill Atrophy Index (PSAI)
GMI-MKT-PPO-017 Infrastructure-Dependent
Customer Lifetime Yield Impact (CLYI)
GMI-MKT-PPO-018 Integration-Required

Maturity Distribution

Pilot-Ready
2
Integration-Required
12
Infrastructure-Dependent
4

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