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Pricing Maturity Assessment: Stop Self-Scoring, Start Measuring the Architecture
A self-scored pricing maturity assessment measures how you feel about your pricing. A real one bands...
Competitive Analysis for B2B Software
Competitive analysis only earns its keep when it delivers three outputs: the real choice set, the...
Designing Outcome-Based Pricing Without Giving Away Your Margin
Designing outcome-based AI pricing as a vendor: where the metric sits, why a hard cap kills...
When the Meter Catches the Spike: GitHub Copilot’s Record Quarter and the Self-Suppression Problem
GitHub posted a record quarter weeks after moving Copilot to usage-based AI Credits. The record number...
Operationalized Pricing: Why Your Pricing Logic Belongs in a System, Not a Deck
A framework on a slide is still a slide. Operationalized pricing means the architecture runs in...
Private Equity Pricing Diligence: The Three Moments That Decide the Hold
Private equity pricing diligence is the structured read on whether a portfolio company’s pricing architecture can...
Who Owns Your Meter Now? What Billing Consolidation Means for AI Pricing
Three independent usage-billing vendors were absorbed by payments platforms in six months. The meter behind your...
Packaging Is a Customer Group Problem, Not a Persona Problem
Personas were built for messaging, not monetization. Customer Groups, clusters that extract value the same way,...
Software Packaging Framework: How to Decide Edition Boundaries
Packaging is a design decision, not just an enforcement one, and it starts with your Customer...
PE Pricing Diligence: The Licensing-Metric Question Buyers Keep Missing
Most PE pricing diligence sizes the price level. The recapture lever sits one layer up, on...