AI-Ready CMO

AI-Ready CMO

AI Just Beat Experts at Understanding Customer Needs

The one thing you need to know in AI today | AI Ready CMO

Peter Benei's avatar
Peter Benei
Nov 28, 2025
∙ Paid

A fine-tuned LLM just identified 100% of customer needs from product reviews and interviews. Professional analysts, using the same data, caught 87.5%.

If you know anything about Voice-of-Customer studies, you know this shouldn’t be possible.

Understanding customer needs isn’t about parsing text—it’s about recognizing unstated desires. When someone complai…

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