Be clear where answers are formed

China GEO and AI Search Visibility

We organize verifiable brand facts, strengthen answer-worthy content and audit how relevant Chinese AI experiences describe your business over time.

GEO improves the evidence around your brand

Generative engine optimization is not the purchase of a guaranteed recommendation. AI answers may vary by product, model, prompt, language, location, web access and date. Our work focuses on making important business facts consistent, useful and easier to verify.

What we improve

  • Core facts: names, services, locations and delivery boundaries
  • Question sets based on real customer decisions
  • Clear service and comparison pages
  • Source quality, citations and substantive update dates
  • Consistency across your owned public information
  • Repeatable visibility and factual-accuracy audits

DeepSeek, Doubao, Kimi, Baidu AI experiences and other products may be included when relevant. We record the exact product or mode, language, date, web-access state, prompt and result. A test-set mention rate is not presented as a universal market-share metric.

GEO and SEO work together

Useful AI visibility usually depends on the same fundamentals as search visibility: accessible pages, clear entities, specific answers, credible sources and consistent business information. We do not create hundreds of thin question pages or treat an llms.txt file as a substitute for those fundamentals.

What a useful audit reveals

The goal is not merely to count mentions. We look for wrong service descriptions, outdated claims, missing distinctions, weak source coverage and questions your website does not answer. Those findings become a prioritized content and information-quality plan that supports customers, search engines and AI systems alike.

Sources and further reading

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Related China marketing guidance.

Start with a practical brief

Assess your China AI visibility

We will review your offer, target customer and likely channel requirements before recommending a scope.