Begin with reliable product information
Use the product's actual specifications, intended audience and distinguishing details. Tell the workflow which facts to preserve and what to leave out when information is uncertain. AI can structure and rewrite information; it does not verify every product claim.
Separate the jobs
AI Product Update targets Title, Description HTML or both. Variant Options works on existing option names and values. SEO Optimization has its own title and meta-description fields, so search instructions do not need to rewrite the visible product copy.
Image Alt Text describes existing media using AI analysis or a template. Choose the main image or a bounded group and decide whether current descriptions may be overwritten.
Organize with controlled values
AI Assign Collections / Tags can work with supported synchronized collection rules, an exact allowed tag list or fixed tags. Skuze does not create arbitrary collection destinations from a model's suggestion.
Product Metafields targets up to ten supported existing Shopify product definitions. Use a fixed value, a product-data template or AI instructions. Fill missing values or choose the supported overwrite behavior. New definitions and every complex reference type are not included.
Make the instructions useful
Specify the task, selected fields, audience, language and structure. For example: “Use the supplied dimensions and materials. Write a short introduction, then list the verified specifications. Do not add certifications.” This is an instruction example, not a promised output.
Use approved product values, earlier step outputs or custom variables when later steps need the same information. Add Web Research for outside context and check its source links before relying on a claim.
Check the execution boundary
Use Test to inspect simulated Shopify writes. AI can still run and use Credits. A real product-content step can write immediately to Shopify. Review / Approval pauses only the steps that follow it, so it cannot retroactively hold a rewrite for approval.
Judge the result on the page
Check facts, clarity, repeated phrases, structure and whether the description answers a customer's question. SEO metadata can help describe the page; Skuze does not guarantee rankings, traffic or conversion gains.
Read the product content overview and check execution modes.