FROM THE BOOK

Monetizing Agentic AI

Chapter 10 · Monetization Engineering
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The Old World Was Simple. That Was the Point.

The Elegance of Per-Seat Pricing

For nearly two decades, the dominant monetization model in software was per-seat subscription pricing. The model was elegant in its simplicity. You counted the number of users. You multiplied by a price per user. You billed monthly or annually. Revenue was predictable. Costs were largely fixed. Gross margins were high and stable.

Finance teams could model it in a spreadsheet. Sales teams could quote it on a napkin. Procurement teams could benchmark it against competitors.

The simplicity was not accidental. It was the product. The entire SaaS ecosystem (the billing systems, the CPQ tools, the CRM integrations, the revenue recognition frameworks, the sales compensation plans, the investor valuation models) was built around the assumption that revenue is a function of seats multiplied by price.

Expansion meant selling more seats or moving the customer to a higher tier. The unit of account was always the human user.

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