Insights

Empirical research on
dental practice valuation.

Founder-written analysis on the mechanics of valuing a dental practice, the limits of general-purpose AI tools, and the realities of the buy-side. Built on direct data, not speculation.

$2.4 million of errors from ChatGPT across two dental practice valuation tests
May 26, 2026 · 6 min read

What Happened When We Asked ChatGPT to Value Two Dental Practices

We ran two realistic dental practice P&Ls through ChatGPT and Practice Worth side by side. The errors added up to $2.4 million across two test cases, in opposite directions. A founder’s account of where general-purpose AI falls short on dental valuation, and what it means for any practice owner planning a sale.

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