Grandfathering Credit Customers During Pricing Model Changes
Locking in four key terms prevents silent value erosion when you reprice credits.
Dashiell Crane
Dashiell Crane
12 stories
Time-Gated vs. Usage-Gated Trial Credit Structures
Different cost structures manage competing risks between supplier and customer during AI evaluation.
Dashiell Crane
Free Credit Grant Sizing for AI SaaS Activation
How to size free AI credits so prospects reach value before the budget runs out.
Dashiell Crane
Credit Burn Rate Patterns Across SaaS Product Categories
How consumption patterns differ across SaaS categories and what that means for your pricing model.
Dashiell Crane
Margin Protection Strategies for AI Products With Variable Inference Costs
AI products face shrinking margins because inference costs scale with usage, not fixed prices.
Dashiell Crane
Model Cost Pass-Through Strategies in AI Credit Pricing
Why passing infrastructure costs directly to customers destroys both margin and trust.
Dashiell Crane
Cohort Analysis for Credit Consumption in Activation Funnels
Credit-based products need activation redefined as actual consumption, not just login behavior.
Dashiell Crane
Credit Naming Conventions and Brand Perception
Competing credit schemes leave buyers guessing what they actually pay.
Dashiell Crane
Credit Rollover Logic and Its Effect on Package Perceived Value
Unfair rollover policies drive churn even when customers actually use the product.
Dashiell Crane
Hybrid Credit and Subscription Bundle Packaging
Hybrid pricing bundles a base fee and usage credits to solve AI's alignment problem.
Dashiell Crane
Credit Package Design for B2B Team and Seat Contexts
Pooled team credits outperform per-seat models for most B2B use cases.
Dashiell Crane
Pricing Agentic AI Workflows Where Credit Consumption Is Unpredictable
Agentic AI's unpredictable costs defy traditional software pricing models.
Dashiell Crane