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AI monetization & billing insights

Guides, architecture deep-dives, and platform comparisons for AI founders and engineers building monetization infrastructure.

Salesforce acquires m3ter: metering vs authorization in AI billing

Salesforce acquired m3ter on June 8, 2026, exposing the real split in AI billing: metering and authorization are two layers, and serious AI products run both.

AI monetization insights

Post-usage invoicing vs real-time billing

Post-usage invoicing vs real-time billing comes down to exposure: how long a wrong price keeps costing you. How to think about the choice.

AI monetization insights

Common challenges when monetizing APIs (and how to overcome them)

API monetization is hard at two levels: pricing on value and cost, and keeping it working through attribution, metering, billing state, and price changes.

AI monetization insights

How do you choose SaaS billing software for AI products?

SaaS billing for AI products: subscription, invoice-based, or real-time. A 5-question framework to pick the right architecture and avoid a rebuild.

AI monetization insights

What is AI billing?

AI billing charges for AI usage when every API call costs real money. See the architectural fork and how Cursor, Replit, and Intercom Fin handle it.

Usage-based billing guides

Credyt vs Metronome: a non-enterprise billing alternative for AI companies

Compare alternatives to Metronome: Credyt's real-time AI billing with per-usage authorization vs Metronome's invoice-based usage billing. See pricing and fit.

Billing platform comparisons

What is real-time monetization?

Real-time monetization charges customers as usage happens, not at cycle end. See how it differs from invoice-based billing and why AI products need it.

Usage-based billing guides

Breaking down the barriers: effective AI monetization strategies for startups

AI monetization strategies that follow compute cost, not flat subscriptions. Compare five pricing models, when hybrid wins, and what Lovable's top-up proved.

AI monetization insights

How to add usage-based billing to your Lovable app

Add real-time usage-based billing to your Lovable app via MCP connection. Connect Credyt, ship per-call charges and a top-up flow this afternoon.

Product

How to add credit-based billing to your Claude Code app

Integration guide: how to add credit-based billing to your Claude Code app via MCP. Connect Credyt, ship credit packs and a real-time debit in an afternoon.

Product

How to add credit-based billing to your Lovable app

How to add credit-based billing to your Lovable app via MCP. Connect Credyt and ship credit-based pricing without code in about 2 hours.

Product

Lessons for any AI team from GitHub Copilot's "usage-based billing" landing

GitHub Copilot rebranded fixed-fee billing as usage-based. A cautionary read for any AI startup planning usage-based billing.

AI monetization insights

How to add usage-based billing to your Claude Code app

Add real-time usage-based billing to your Claude Code app in one MCP-driven session. Connect Credyt, ship per-call charges and a top-up flow this afternoon.

Product

7 Best Usage-Based Billing Software Compared [2026]

Choosing usage-based billing software? Compare 7 platforms on pricing, wallets, and real-time vs invoice architecture, with the best AI fit. See the list.

Billing platform comparisons

5 Best Stripe Billing Alternatives for Usage-Based Billing

Outgrowing Stripe Billing? Compare the 5 best alternatives for usage-based billing, split by real-time vs invoice architecture. Find your fit. Read now.

Billing platform comparisons

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