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How to write wholesale product descriptions

By the Stockist Lab team · Updated October 2026 · About a 6-minute read

Store buyers and shoppers want different things from a product description. Buyers want facts they can order from. Shoppers want a reason to love it. Here's how to write both from one product sheet, in your voice, with an AI prompt that never invents a fact.

In this guide
  1. Buyer copy vs shopper copy
  2. What buyers need to see
  3. Write a voice guide once
  4. Write both versions with AI
  5. Claims to leave out
  6. Check and save

Buyer copy vs shopper copy

Buyer copyShopper copy
Where it goesYour line sheet and wholesale listings, like FaireYour own shop
JobAnswer a buyer's questions before they askHelp a shopper picture it and want it
Length30 to 40 words50 to 70 words
TonePlain facts. No hype.Your brand voice

Keep them separate. A warm, story-style description makes a buyer hunt for the fabric and the case pack.

What buyers need to see

Buyers often copy your description straight into their own systems. Faire says retailers look for details that are hard to tell from photos, and "many copy your description directly into their own point-of-sale (POS) system" (Faire).

Faire's listing checklist suggests covering materials, dimensions, weight, where the product is made, ingredients if any, and how it's packaged, and recommends 150 to 300 characters for the description (Faire). For apparel, that usually means:

Put all of this in your product sheet first. The AI should only use what's in the sheet.

Step 1. Write a voice guide (once, 10 minutes)

Pick three product descriptions you like, your own or ones whose style you admire. Open ChatGPT, Claude or Grok Bot and paste:

Copy this prompt

From these 3 descriptions [paste], write a 6-bullet brand voice guide: tone, sentence length, words we use, words we avoid. Plain.

Save the six bullets. You'll paste them in every time, so every product sounds like the same brand.

Step 2. Write both versions (2 minutes a product)

Paste your voice guide and one product row at a time:

Copy this prompt

Using my voice guide [paste] and this product row [paste], write: (1) Buyer copy: 30 to 40 words, fabric, fit, care, case pack, and why it sells (only if I gave you a reason). No hype. (2) Shopper copy: 50 to 70 words in my voice.

Use only facts in the row. If a fact is missing (e.g. fit), write [MISSING: fit] instead of guessing.

Got a lot of products? Paste up to 10 rows and ask for a table with SKU, buyer copy and shopper copy, so it pastes straight back into your sheet.

Made-up example

"Tidewren Knits," an invented sweater brand, ran its Ridge Crew Sweater row. Buyer copy: "100% merino crew in Oat and Moss, XS to XL, relaxed fit. Hand wash cold. Case pack 4. A year-round neutral that pairs with denim." Shopper copy: "The sweater you'll reach for first. Soft merino, a relaxed fit, and two colors that go with everything. Hand wash cold, lay flat, wear it for years." The first draft also said "sustainably made." That wasn't in the row, so it came out. The Cove Wrap Scarf row had no fabric listed, so the AI wrote [MISSING: fabric], and the founder filled it in.

Claims to leave out

AI loves to add nice-sounding words. Delete any you can't back up.

Check and save

Mistakes to avoid

Get the free Founder's Wholesale Checklist

Eight parts of selling into stores on four pages, each with one AI prompt you can copy. Plus The Sell-In, one short wholesale email every Tuesday.

Get the free checklist