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AI SaaS Economics: Pricing, Margins & Token Costs

AI SaaS Economics: Pricing, Margins & Token Costs

AI products have COGS — a new reality for software. Master unit economics with inference costs, price to value (not tokens), design plans that can't be abused, and defend margin as you scale.

3 sections·6 lessons

What you'll learn

1. The New Unit Economics

  • Software margins meet inference bills
  • Check: unit economics

2. Pricing Design

  • Price the outcome, meter the abuse
  • Check: pricing design

3. Defending Margin at Scale

  • The metrics and the moats
  • Final check: margin defense

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