Published analysis
Use each article for the decision and evidence scope stated on the page.
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.
A China creator test may involve selection, invitation, content review, and post-campaign evidence—not only a referral link. Compare the models carefully.
A knowledge audience, video discovery, and a paid-course route are separate decisions. Do not mistake attention for a delivery system.
A Xiaohongshu professional account is not the same as a store. Separate identity, content distribution, live selling, and transaction evidence before a China channel test.
A live cohort is not one delivery surface. Separate the interactive room, live broadcast, and replay before testing platforms for a China-facing course.
A payment button is only an order entry point. Use a refund exception state machine and responsibility matrix before expanding a China course pilot.
After a Chinese prospect shows interest, decide what proof, reply, record, and next action WeChat is responsible for—without treating it as a sales guarantee.
Choose the smallest observable transaction that tests your biggest unknown—not the China business model that merely sounds most scalable.
