Blog

Insights for
AI builders.

Strategies, guides, and deep dives on payment infrastructure, monetization, and the economics of building AI applications.

How to Monetize AI Apps: Subscription vs Usage-Based vs Freemium

A decision framework for choosing the right revenue model for your AI product. Covers the four dominant strategies, when each works best, and the metrics that matter.

Payment Processing for AI Startups: What to Look For

AI startups face unique payment challenges: bursty usage, micro-transactions, and unconventional MCCs. Here's how to evaluate processors and avoid the common mistakes.

Usage-Based Billing vs Subscriptions for AI Products

A deep comparison of the two dominant SaaS pricing models, with specific scenarios for AI products. When does usage-based win? When do subscriptions still make sense?