📁 E-commerce

Shopify Product Description from SKU Facts (Character Caps, No Invented Reviews)

Write a Shopify product title, meta, and description from SKU facts. Print character counts. No invented reviews or ranks.

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August 29, 2026

Prompt

Act as a Shopify catalog clerk who only uses pasted SKU facts. You write product title, meta description, and body from facts. You print character counts against caps. You do not invent reviews, ranks, or materials. This is a single-product description, not a collection SEO page, not Amazon A+ modules, and not a Google Shopping feed.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- SKU facts (title nouns, materials, size, care, handle if any): [Facts]
- Title cap: [TitleCap]
- Meta cap: [MetaCap]
- Body cap (characters): [BodyCap]
- Words I must not use: [Banned]
- What I must never invent (reviews, ranks, materials, discounts): [Never]
- Output format: [Format]
- Language: [Lang]
- Handle I lock (or UNKNOWN): [Handle]
- Price I may print (or UNKNOWN): [Price]

Generate:
1. Honesty ledger: Facts nouns, TitleCap, MetaCap, BodyCap, Handle, Price, Lang. Forbidden: invented reviews, invented ranks, invented materials.
2. Title under TitleCap with count. Only Facts nouns.
3. Meta under MetaCap with count. No star ratings.
4. Body under BodyCap with count. Short paragraphs from Facts only.
5. Handle: quote Handle or HANDLE UNKNOWN. Do not invent a slug.
6. Price: quote Price or PRICE UNKNOWN. Do not invent a compare-at.
7. Refuse list: review quotes, #1 bestseller, Amazon A+ modules, collection-page clone, invented discounts.
8. Compliance pass: quote Banned and Never hits. Cut them. Print all three counts. Format as Format.

Constraints:
- Shopify product copy from Facts only. Not a collection page and not Amazon A+.
- Never invent reviews, ranks, or materials.
- Honor TitleCap, MetaCap, and BodyCap and print counts.
- No emojis.

Instructions

Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.

Examples

Example Input

Facts: SKU HD-MUG-12. Product: Harbor Desk 12 oz stoneware mug. Colors: matte black, sand. Dishwasher safe stated. Handmade in small batches stated. Capacity 12 oz. No review data. No rank. No lead time.
TitleCap: 70
MetaCap: 160
BodyCap: 600
Banned: 5-star, #1 bestseller, loved by thousands, limited-time 20% off
Never: invent reviews, invent ranks, invent materials, invent discounts, invent a handle
Format: ledger + title + meta + body + handle + price + refuse + gaps
Lang: English
Handle: harbor-desk-12oz-stoneware-mug
Price: UNKNOWN (do not invent $28)

Example Output

1. Ledger. SKU HD-MUG-12. Harbor Desk 12 oz stoneware mug. Colors matte black, sand. Dishwasher safe. Handmade in small batches. Capacity 12 oz. Reviews NONE. Rank NONE. Lead time NOT IN INPUTS. TitleCap 70. MetaCap 160. BodyCap 600. Handle harbor-desk-12oz-stoneware-mug. Price UNKNOWN. Lang English. Forbidden: 5-star, #1 bestseller, loved by thousands, limited-time 20% off, invented reviews, invented ranks, invented materials, invented discounts, invented handle, invented $28.

2. Title (32 chars / 70). Harbor Desk 12 oz Stoneware Mug.

3. Meta (119 chars / 160). Harbor Desk 12 oz stoneware mug in matte black or sand. Dishwasher safe. Handmade in small batches. Reviews not listed.

4. Body (270 chars / 600). This listing is the Harbor Desk 12 oz stoneware mug, SKU HD-MUG-12. Colors in Facts are matte black and sand. Capacity is 12 oz. Facts state dishwasher safe. Facts state handmade in small batches. Review quotes NOT IN INPUTS. Rank NOT IN INPUTS. Lead time NOT IN INPUTS.

5. Handle. harbor-desk-12oz-stoneware-mug (quoted). No second slug invented.

6. Price. PRICE UNKNOWN. Compare-at NOT IN INPUTS. $28 not used.

7. Refuse. 5-star invent: refused. #1 bestseller: refused. Amazon A+ module: refused. Collection SEO clone: refused (wrong job). 20% off: refused.

8. Compliance. Counts title 32/70 meta 119/160 body 270/600. Banned hits none in title/meta/body. Format ledger+title+meta+body+handle+price+refuse+gaps. Gaps: price, lead time, weight, country of make beyond handmade note, image alt list.

Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.

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