A Record of Automated Product Listing Transformation for Cross-Border E-Commerce: Architecture and Pitfalls of Batch Syncing Product Assets

The team sells about 1,200 SKUs across seven channels—Amazon, AliExpress, Shopee, Temu, TikTok Shop, SHEIN, and its own independent site—and uses a four-layer AI+RPA pipeline to cut the time to list a single link from 15 minutes to under 2 minutes, while reducing the average recovery time after a single platform redesign from 2 hours to within 20 minutes. The solution adopts AI self-healing for web elements, local offline deployment, and EXE encrypted packaging and licensing, and calls models such as ERNIE Bot, Doubao, DeepSeek, and Kimi for title rewriting and image compliance checks; AI judgments still require manual spot-checking as a fallback.