The published managed GEO plans cover one business, one language and one market. Extra languages and additional scope need a separate agreement. Define the audience precisely before buying, because language, service availability and market conditions can change both the questions people ask and the sources that answer them.
Treat each market as a real business context
A translated question may omit an important local condition: service coverage, currency, terminology or product availability. Confirm which offer is actually sold in the target market and which pages substantiate it. Do not create location pages for areas the business does not serve.
Observation records should identify language and market. Combining different markets into one visibility percentage can hide missing coverage or produce misleading changes when the panel composition shifts.
Expand only with a maintenance plan
Additional language versions need a reviewer who can verify meaning and facts, not just fluency. Pricing, contact routes and product conditions should remain consistent with the offer available to that audience. Assign an owner for updates across versions.
Before expanding, agree the number of question panels, pages, observation rounds and publication responsibilities. An initial single-market baseline can help the business identify which decisions need localized answers rather than translating the entire catalogue by default.
What to check
- Specify the first business, language and market explicitly.
- Identify local offer differences and a qualified content reviewer.
- Scope extra panels and maintenance before adding markets.
A practical example
A software team starts with English-language buyers in one market. It later scopes French answers separately because onboarding terms and support availability differ.
Sources and further reading
These steps are Arrow AI's implementation guidance. The example is illustrative; it is not a measured customer result. Publication and source access do not guarantee an AI recommendation.
Apply this to your website
Identify the source gaps and decide what to improve with Arrow's free audit. Review what Arrow GEO measures before choosing a reporting scope.