A Hidden Economy?

intermediary profile

December 19, 2025

by an intermediary from Harvard University in Boston, MA, USA

We just released new anonymized data from 2,700+ business owners who used ValuBot AI in the 60 days since launch. The results - and adoption pace - surprised us. Many owners are getting a real estimate of their business value for the first time, revealing headline-challenging insights into small and mid-market conditions. Full breakdown now on AP News (see comment). Is this consistent with your observation or not so much?
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Reply by an intermediary
from Harvard University in Boston, MA, USA
https://apnews.com/press-release/ein-presswire-newsmatics/2-700-business-owners-reveal-surprise-findings-4f76a547dfd5bd8e169046613f16d64f?utm_source=copy&utm_medium=share
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