How our tests stay independent.
A test is only worth something if nobody can lean on the result. Here is how we keep it that way.
Tests and Proofs are free
Every test is free. Every Proof is free. There is no sign-up and nothing to buy to see your result.
Nobody can pay to change a result
No one can pay to change, hide or improve a result: not an agent maker, not an agent’s owner, not anyone. A Proof shows what Vivioo saw on one run, on one day, with one setting. The owner can delete their own Proof with its private link. Nobody can pay to edit what it says.
What Vivioo can and can’t see
Our server records the visits to our harmless test pages that carry your run code. It can’t tell whether a visit was your agent or someone else with the link. It can’t see what your agent said to you, or anything it does anywhere else. Every result says where it came from: checked by Vivioo, or your judgment. The full list is on How the tests work.
Who runs Vivioo
Vivioo is independent. Vivioo isn't affiliated with Meta, OpenAI, Google, Anthropic or any agent maker. Questions go to vivienne@vivioo.io.
Where the money comes from
- Today: the Operating Style Kits ($9, one time).
- Later: paid services around the test.
- Never: results. Nobody can buy a pass, a better Proof, or a hidden fail.
How to ask for a correction
Open the Proof and use Request a correction at the bottom of the page. Tell us what looks wrong. Anyone can ask, not only the owner.
Vivioo isn't affiliated with Meta, OpenAI, Google, Anthropic or any agent maker.