Published analysis
Use each article for the decision and evidence scope stated on the page.
Before publishing a course PDF in China, decide whether it is a searchable problem entry, an independent resource, or controlled course material. Those roles need different rights and version controls.
Submitting a sitemap can help a crawler find URLs. It does not prove that a China-facing knowledge base is indexed, understood, clicked, or producing qualified enquiries.
A course listing is only one distribution unit. Separate sharing, promotion, shelf placement, and channel links before testing course distribution in China.
Before measuring China demand, audit whether a buyer can repeat your offer: audience, outcome, delivery, support, access and validity.
A workshop seat price should not quietly promise AI tool access, deployment, credentials, or unlimited support. Use a five-line price card before testing an AI workshop in China.
A working MCP screenshot is not a transferable lesson. Separate the capability, service, access, cost, test evidence, and stop condition before adapting a course for China.
Before reusing an AI-assisted course asset in China, preserve its origin, edits, labels, metadata, version, and publishing decisions in one release record.
Two public Chinese training notices show why a procurement brief may buy speakers, organisation, materials and delivery evidence—not simply an online course.
Zhihu distinguishes Q&A from columns, ideas, and video. Use one current question to test whether a China-facing explanation lands—without treating an answer as demand or a sales route.
A China-facing AI-agent workshop needs more than translated prompts. Define a task, observable evidence, failure condition, and retest trigger.
