Bulk Product Descriptions
Generate consistent, on-brand product descriptions in bulk from a list of products and their attributes: it first locks the brand voice, the field schema (title, short blurb, long description, bullet features, SEO meta), and a worked exemplar, then drafts every product to that exact template so the whole catalog reads as one voice. Covers ecommerce product copy, catalog descriptions, Shopify/Amazon listings, bulk SKU copywriting, and product detail pages. Locking the voice and one exemplar before the batch is the key move: it stops a small model from drifting in tone and structure across items, which is the classic failure of bulk copy.
How it runs
| # | Step | Who runs it | What happens |
|---|---|---|---|
| 1 | Voice & schema scope | Planner | lock brand voice, the per-product field schema, and one exemplar |
| 2 | Draft all descriptions | Copywriter | write every product to the locked template and voice |
| 3 | Evaluate | Reviewer | Grade the deliverable against every acceptance criterion. All pass → finish; any fail → loop back and fix the gap. |
| 4 | Finish | Developer | All acceptance criteria met. Stamp a short summary and report DONE. |
Say something like "write product descriptions" or "bulk product copy" or "ecommerce listings" or "shopify descriptions" or "catalog copy" in chat to start it.