Last updated 23 Oct 2026
Vosapio is built to show how your brand really appears in AI answers. To make the data match what buyers see, we collect the answers from the same AI interfaces that people use, for the questions your buyers ask, in the countries where they buy. We also collect answers through the engines’ APIs, to check Memory visibility: what the model already knows about a brand from its training data.
Many monitoring tools collect AI answers only through developer APIs. This is simple, but an API answer can differ from what a buyer sees in the AI interface: it can use different settings, different search behaviour and a different format. So Vosapio uses each source for what it measures best:
Vosapio creates topics and prompts from your brand, so you can start tracking at once.
Add the buyer questions you want to track, and choose the AI engines.
Through the public interfaces people use, with the country setting of each prompt.
The full answer text, as buyers see it, without your personal account history.
Visibility, competitors, sources and trends after every run, plus Perception and the brand radar.
Yes. Vosapio keeps the full answer text, the brands it names and the sources it cites. You can open every individual answer in your dashboard.
Vosapio runs each search prompt every 24 hours on each engine, automatically. Some accounts choose a weekly schedule instead. You do not need to start a run yourself.
Yes. AI engines answer differently in different countries. Each prompt runs with a country setting, where the engine supports it.
Your own account uses your history, your settings and your location, and AI answers also change from one run to the next. Vosapio runs each prompt without your personal history and looks at the trend over many days, not at one answer.
Vosapio tries again automatically. A login page, a bot check or an empty answer is never counted as an answer, and a run without an answer costs you nothing.
Track the questions your buyers ask, in every AI engine you choose.