用 AI 做跨境电商
把 AI 放进工作流，而不是让它替你做判断
跨境电商 · 平台
独立站
自己建店、自己找流量。平台不给你流量，只会给你工具。独立站真正的成本在获客，不在建站，所以先想清楚流量从哪来再谈开店。
跨境电商11 篇文章1 套教程5 个主题
教程
独立站怎么从头做一遍
零基础建议先走教程：章节之间有依赖关系，顺序读下来会得到一个具体结果， 而不是一堆各自独立的技巧。
文章
独立站的实操文章
商品数据与上架7库存与运营1图片与素材1定价与利润1流量与推广1
商品数据
How to prepare a supplier file before importing
The repeatable workflow for moving a spreadsheet from a supplier into your store without creating a mess you have to clean up later.
库存与运营Refresh a supplier catalog without creating duplicates
A repeatable update routine for price, stock, and new products that does not duplicate or overwrite the wrong rows.
商品数据Use Draft status to make imports safer
Separate the data import from the merchandising review, and from public publishing.
商品数据Shopify handles: the quiet key to clean product URLs
Stable, readable handles prevent duplicate products and broken supplier refreshes.
图片素材Why product images fail to import
Diagnose public URLs, redirects, file formats, and variant image ordering before an import silently drops half your catalog.
商品数据Pre-launch catalog QA checklist
A calm final pass before a large import or a public store launch, ordered so cheap problems are caught before expensive ones.
定价与利润Price supplier products with a margin you can defend
Move from cost-plus guessing to a contribution-margin model that includes fees, ads, and returns.
商品数据Shopify product CSV fields: what every column does
A practical map of handles, variants, images, inventory, and publishing — and which columns break an import when they are wrong.
流量与推广独立站：在开店之前先想清楚流量从哪来
独立站的难点是获客，不是建站。开店前先写出前 100 单的来源、算出每单能承受的获客上限，再判断这个渠道现在成不成立。
商品数据How to model color and size variants correctly
Avoid duplicate products and broken option menus by treating variants as one product family with one handle.
商品数据Design a SKU system that survives supplier changes
Use a stable internal identifier instead of copying a supplier naming habit that will be renamed next season.
同分区其它平台