AI collaboration in e-commerce tasks
Xinhua reporting in March 2026 described Wu as an OPC entrepreneur at Honghuhui, providing AI marketing for small and medium e-commerce businesses. We focus on customer work organization; a reported title does not replace an actual staffing audit.
Editorial analysis: fix product facts before generation
Marketing expressions vary, but specifications, price conditions and after-sales rules need accuracy. Prepare customer-approved facts, generate channel-specific wording and review against actual products and platform requirements. If models fill gaps from old pages, faster generation can spread errors faster.
A pilot can cover one product and channel, with agreed deliverables, reviewer and publishing time. Separate exposure, inquiries, qualified leads and transactions when evaluating data. Traffic changes alone do not establish customer business results. These are editorial arrangements, not Wu's internal SOP.
Existing capability affects transferability
Cross-border and marketing experience can help identify needs, but newcomers must still validate their own channels and quality. Further reading: monthly merchant-content services.