From product facts to copy you can review.
Start with one Amazon listing. Supply facts, generate a draft, inspect the checks and copy the reviewed fields into your publishing workflow.
An illustrative workflow with synthetic product facts and a hand-reviewed sample. This is not a customer case study, a live batch run or evidence of sales uplift. Generated wording varies with the brief.
1. Supply what you know
Example: plain white ceramic mug, 300 ml capacity, 9 cm height, one mug per box. No care instructions, origin, certification or performance testing supplied. Those gaps should not become promises in the copy.
2. Generate and review
A factual title can be “White Ceramic Mug, 300 ml”. Distinct features are material/colour, capacity, height and package contents. Five bullets are unnecessary when only four distinct facts are available.
Compare every assertion with your source facts. A pattern score covers documented wording checks; it does not prove factual accuracy. Remove unsupported benefits and verify specifications and offer details before publishing.
3. Repeat across a catalog
Starter supports 10 single-item generations per day. Pro supports up to 200 CSV rows per batch; Agency up to 1000. Each row needs product_name, facts and channel. An optional brand_profile_id must belong to your account.
Bulk accepts amazon, shopify, seo, ads or email. Use 20–3,000 characters of facts per row. Batch limits and generation allowances both apply; review incomplete/failed rows rather than assuming every row succeeded.
4. Export and publish deliberately
Completed bulk work offers a workbook, machine-friendly CSV and per-product text in a download archive. CopyForge prepares the handoff; you review and publish through your marketplace or store tools. It does not automatically publish to Amazon or Shopify.
Inspect the files before buying
The input follows the bulk CSV format. The output sample follows bulk export columns, with illustrative reviewed copy and notes. It contains no customer data or measured scan score.
When a paid plan is useful
Evaluate bulk handling, reusable brand rules and export handoff against your workload. Pro includes 2,000 generations per fixed 30-day quota window; Agency 10,000 plus catalog API access. Agency is a single account. Time savings and sales outcomes still need measurement.