Who does AI cite when asked in Spanish?
We measure a fixed corpus of commercial Spanish queries against Google AI Overviews and count which domains show up as sources. Not an estimate and not a survey: these are the answers the engine produced, with the methodology open below.
No measurement published yet
The first observatory run publishes as soon as it finishes. In the meantime, you can check your own domain with the free tool.
Try the free toolHow this was measured
- The corpus is a set of commercial Spanish queries we define and publish, versioned in the codebase. It contains no brand names, ours or anyone else's: a query with our name in it would manufacture a citation in our favour.
- Each query is sent once to Google AI Overviews with México as the market and Spanish as the language, and we record the domains the engine cites as sources.
- A domain counts once per query. If one answer cites it three times, that is still one appearance — otherwise we would be rewarding verbosity, not visibility.
- The percentage is calculated over queries that returned a generative answer, not over the whole corpus: dividing by the total would understate every figure by the same silent factor.
- No data comes from AEON42 customers. Not their sites, not their queries, not their Search Console.
What these numbers don't say
Generative answers are probabilistic: the same query can return different sources across two runs, and the engine changes without notice. This is a snapshot of one corpus on one date, not a stable measurement of the market. It also doesn't cover ChatGPT or Perplexity — only Google AI Overviews. We say so because the alternative is selling certainty nobody has.
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