MarginTrace Blog
Practical unit economics for AI builders.
No vague margin takes. Just concrete math for founders trying to turn LLM-heavy products into durable businesses.
•8 min read
The Unit Economics Crisis in AI Products: How to Calculate Your Real Margin Per Customer
A founder-to-founder walkthrough of AI product unit economics, LLM cost per customer, margin per user, and the pricing math most AI SaaS teams skip.
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•5 min read
Is your AI product losing money on its best customer?
A customer-level margin teardown showing how a large, happy account can hide negative unit economics inside a healthy blended margin.
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