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Prompt research5 min read

Create market-specific prompts

Track countries and languages separately when AI answers vary by local market, regulation, or source coverage.

Do not only translate prompts

Market-specific prompts should reflect local terminology, competitors, regulation, pricing expectations, and language. A direct translation can miss how buyers in that market actually ask questions.

Create separate baselines

Keep each country or language baseline separate. Blended global scores can hide market-specific visibility gaps, especially when local sources and competitors differ.

  1. 1Choose the market and language.
  2. 2List local competitors and alternatives.
  3. 3Adapt category and comparison prompts to local buyer language.
  4. 4Monitor citations for local source patterns.

Use market results for localization

If a brand is missing from a market's AI answers, the fix may be localized content, local third-party sources, country-specific proof, or clearer availability information.

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Prompt research

Choose prompts to track

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Citations and sources

Read citation domains

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