Global AI visibility with local intelligence, starting in Latin America

The regional source ecosystem is genuinely different

When someone asks an AI which supplier to hire in Brazil, Mexico or Argentina, the answer is grounded in pages that rarely show up in US rankings: regional marketplaces, reputation portals, local trade media, public bodies and communities.

Treating those domains as noise means losing the explanation behind the result. In the platform every captured citation is classified by source class and, when known, by country — with the classification method and confidence recorded.

Measure per market, not as an average

Each measurement round can declare the market it ran in. Rounds are only compared inside the same market, with the same prompt set and the same engines.

Historical measurements without a market remain valid and are shown as “not informed”. They are never retroactively reclassified to inflate a comparison.

What you track per market

• Presence by country

  Visibility, share of voice and citations for every configured market, side by side.

• Source intelligence

  Which domains shape answers in that country and language, with an evidence level.

• Commerce AI visibility

  Presence in marketplace and retail citations, based strictly on what was captured.

• Source opportunities

  Where a competitor is supported by a source your brand is absent from.

Frequently asked questions

Why measure AI visibility per country and language?

Because the sources behind AI answers change. A commercial question in Brazilian Portuguese is often grounded in regional marketplaces, reputation portals and local media, while the same question in US English pulls a different set of domains. Averaging markets together hides what matters.

Is language the same as market?

No. es-MX and es-AR share a language and have distinct source ecosystems. In Otimiza.IA a market is the combination of country and locale, and every measurement round can declare which market it ran in.

Which source classes matter in Latin America?

Marketplaces, retail, reputation and reviews, UGC and forums, social, video, press, specialised media, government and regulatory sources, directories, reference sites, brand-owned and competitor domains.

Is customer data shared between accounts?

No. Every project is isolated by row-level security. Aggregate benchmarks exist only for organisations that opt in, require a minimum number of distinct projects and never identify brands.