Observed arrival · 2026-09-02
XunMatch, the Inquiry-Matching Desk for Industrial Exporters
A Chinese-language workflow for matching Vietnamese and English customer inquiries to industrial products, flagging missing details, and drafting replies for human approval.
Field notes
The workflow begins with a company's existing CSV or Excel catalog rather than a required new system, then uses SKU aliases, specifications, and customer terminology to propose matches. The example separates extraction from decision-making: a Vietnamese inquiry is mapped to VN-PUMP-200, while destination port and trade terms remain unresolved. Reply drafts are prepared in Vietnamese, English, and Chinese, but the salesperson must review and copy them into email, WhatsApp, or Zalo.
Observed signals
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Editorial observations of this landing page, not a rating.
One card from the complete issue