GEO begins with answerable product knowledge
Use AI-search signals to find unanswered customer questions, while keeping citations, visits and sales as separate measures.
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Original perspectives on commerce, AI and growth. Verified sources, clear judgments and practical boundaries. Full articles are in Chinese.
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Use AI-search signals to find unanswered customer questions, while keeping citations, visits and sales as separate measures.
Read the analysis in ChineseWe verify primary sources and preserve their dates. Editorial judgments are distinct from reported facts. We do not invent trends, tests or interviews, and we make no ranking or citation guarantees.