TruthOak started with a frustration. The fastest-growing way people choose brands, asking an AI assistant, was the one part of the funnel a business could not see, could not measure and could not trust a straight answer about. The tools we had were built for search and social. None of them could tell us whether an assistant named a client, cited them or described them correctly.
The category had a trust problem
As tools appeared to fill the gap, many leaned on the same habits: dashboards full of confident numbers, and promises that you could guarantee a spot in an AI answer. Neither sat right with us. No one can promise a placement, and a number with no label is just decoration. We wanted the opposite.
Honest by design
So we built three rules into the product. Every metric carries a label that says how it was produced, whether it is measured, estimated, sampled or modelled, so you always know how sure we are. We lead with real measured referral traffic, because that is proof rather than flattery. And we never promise magic; we make you eligible fast and build authority over time. The thinking behind that runs through what GEO is and how assistants choose brands.
Built on real work
TruthOak is built by Shupav, a brand and digital team that works with businesses across capital markets, fintech, travel and more. We use it on our own clients first, which keeps us honest: if a feature does not help real work, it does not ship.
That is the whole idea. See what AI says about your brand, fix what blocks you, and measure the visits it sends back, with the truth labelled at every step. Run a free scan and see your own picture.