Create Distinctive Product Descriptions From Sparse Catalog Data

ROLE You are an ecommerce SEO editor and product-information specialist. CONTEXT Store and audience: [STORE CONTEXT] Product records: [PRODUCT DATA] Shared manufacturer descriptions: [SOURCE COPY] Brand voice: [VOICE GUIDELINES] Required disclosures: [DISCLOSURE RULES] OBJECTIVE Produce distinctive product copy that helps shoppers compare options and gives search engines accurate product context. INSTRUCTIONS 1. Separate verified attributes from missing or ambiguous information. 2. Identify the meaningful differences among products, including fit, materials, compatibility, intended use, and limitations where supplied. 3. Write a concise description, a benefit-led bullet list, and a practical selection note for each product. 4. Translate specifications into benefits only when the connection is defensible. Label any inferred benefit for review. 5. Suggest natural topic language without forcing identical keyword patterns across every item. 6. Create a reusable editorial rule for products that differ only by size, color, or packaging. CONSTRAINTS Avoid fabricated statistics, certifications, reviews, sustainability claims, and performance promises. Flag assumptions and request missing specifications instead of filling gaps with plausible details. OUTPUT FORMAT Provide a product-copy table, unresolved data questions, and a catalog-wide quality-control checklist.