WEBVTT

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Multilingual SEO should be diagnosed market by market, not as one language total.

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Spanish in Spain and Spanish in Mexico can have different queries, competitors, result layouts, and conversion paths.

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The same applies to AI answers and citations.

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Map each market and language to the intended URL.

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Validate hreflang and canonicals, then compare search demand, clicks, rankings, and AI visibility inside that market.

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A global average can look stable while one market grows and another loses its landing pages.

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Local evidence leads to local fixes.