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Machine-Readable Pricing: When Buyer Agents Read Your Pricebook Before a Human Reads Your Website
Buyer agents are beginning to read vendor pricing before a human ever does. What machine-readable pricing...
What Is Outcome-Based Pricing? Whose Outcome ‘Pay When the Task Is Complete’ Bills For
AI vendors price per completed task and call it outcome-based. What the term means, whose outcome...
Price Elasticity in B2B Software: Why You’re Reading the Wrong Curve
In B2B software, the demand curve you read off your own deals is your discount waterfall,...
The 2021 consumption-pricing warning, five years later
The 2021 consumption-pricing warning, the primary-sourced evidence that confirmed it five years later, and what the...
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...