Shopify Product Description Generator

Workflow

1. Identify the real buying motive behind the product.
2. Convert features into buyer-facing benefits.
3. Surface likely objections such as price, fit, complexity, trust, or results uncertainty.
4. Use available proof to support claims without overpromising.
5. Build a Shopify-friendly structure: hook, description, key benefits, usage/scenario, CTA.
6. Keep wording SEO-aware but conversion-first.
7. Flag any claims that need human review before publishing.

Output

1. Main Shopify-ready product description
2. Feature → benefit breakdown
3. Objection-handling lines
4. Suggested CTA line
5. Risk flags / human-review items

Quality bar

• Starts from buyer value, not a dry feature dump
• Sounds commercially strong without sounding fake or overhyped
• Makes the product easier to understand in under one screen of reading
• Uses proof where possible instead of empty adjectives
• Can be pasted into Shopify with minimal cleanup

What better looks like

Better output does not just make the copy longer. It makes the PDP easier to buy from:

• clearer reason to care
• sharper differentiation
• stronger benefit hierarchy
• fewer generic lines
• more believable persuasion

Resource

See references/output-template.md.