1100...996 more blankStructureGeneratePolishproducts.csvAI100 ready100% Complete

100Descriptions.2Hours.Not50.

Turn 1 template into a catalog.

1000products.Zerodescriptions.

Listings sit blank. Sales don't happen.

3prompts.1template.100variations.

Structure. Generate. Polish. Done.

CSVin.Descriptionsout.

Batch processing beats one-by-one.

Catalogcomplete.Conversionsup.

Every product tells its story now.

Scroll to advance · Click chips to copy

Published: June 23, 2025
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1. The Problem

You've got 1000 products. Maybe 50 have descriptions. The rest? Just a title and a price. Customers bounce. Google ignores you.

Here's the cycle: New products arrive. Photographer shoots them. Images go live. Descriptions? 'We'll write those later.' Later never comes because writing unique, SEO-friendly descriptions for 1000 SKUs takes 50+ hours. Meanwhile, your conversion rate sits at 0.8% because shoppers can't tell what makes your ceramic mug different from the 47 other ceramic mugs on Amazon. Your catalog is a graveyard of missed opportunities.

50+ hours

To write 100 descriptions manually

30 minutes per product to research features, write compelling copy, optimize for SEO, format for your CMS. That's a full work week for 100 items. You have 1000.

📉

60% incomplete

Product listings missing descriptions

Most e-commerce catalogs have titles and prices, but descriptions? Those are blank or copy-pasted manufacturer specs. Customers can't decide. They leave. Your bounce rate proves it.

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$200K annually

Lost revenue from poor listings

Products without descriptions convert 70% worse than those with them. If you're doing $1M in sales with incomplete listings, you're leaving $200K on the table every year.

"We launched 500 new products last quarter. Six months later, 300 still don't have descriptions. I can't hire fast enough to keep up, and our conversion rate is stuck at 0.9%."

— E-commerce manager, online home goods retailer

2. The 3 Building-Block Prompts

Example: 01: Structure Template

💬 The Prompt

Create a product description template for [PRODUCT_CATEGORY] that includes these sections: 1. Opening hook (1 sentence, benefit-focused) 2. Key features (3-5 bullet points) 3. Use case scenario (2-3 sentences) 4. Specifications (formatted list) 5. SEO-optimized closing (1 sentence with primary keyword) Product category: Ceramic coffee mugs Target audience: Home coffee enthusiasts, age 25-45 Brand voice: Warm, approachable, slightly playful Primary keyword: handmade ceramic mug Output the template with [PLACEHOLDERS] for variable content. Make it reusable for 100+ products in this category.

✅ Generated Output:

✅ Intro Paragraph:

**Product Description Template: Ceramic Coffee Mugs** **Hook:** Start your mornings right with [MUG_NAME], a [UNIQUE_FEATURE] handmade ceramic mug that turns your daily coffee into a ritual worth savoring. **Key Features:** • [MATERIAL_DETAIL] – [BENEFIT] • [SIZE_CAPACITY] – Perfect for [USE_CASE] • [DESIGN_ELEMENT] – [AESTHETIC_BENEFIT] • [DURABILITY_FEATURE] – [PRACTICAL_BENEFIT] • [CARE_INSTRUCTION] – [CONVENIENCE_BENEFIT] **Use Case:** Picture this: [SCENARIO_SETUP]. [MUG_NAME] [HOW_IT_FITS_SCENARIO]. Whether you're [USE_CASE_1] or [USE_CASE_2], this mug becomes your favorite companion. **Specifications:** • Capacity: [OZ] • Dimensions: [HEIGHT] x [DIAMETER] • Weight: [WEIGHT] • Material: [CLAY_TYPE] ceramic • Finish: [GLAZE_TYPE] • Care: [DISHWASHER/HANDWASH] **Closing:** Each [MUG_NAME] handmade ceramic mug is crafted to bring warmth to your hands and joy to your mornings—one sip at a time.

✅ Meta Description:

Why this works: You're not writing 100 descriptions from scratch. You're filling in 8-12 variables per product. The structure stays consistent (good for SEO), but each description feels unique because the variables change. This template took 10 minutes to create and will save you 45 hours. // Try it now: Copy this prompt. Change 'ceramic coffee mugs' to your product category. Change the brand voice. Run it. You'll get a template you can reuse for your entire catalog. This is your foundation—everything else builds on this structure.

3. Your 10-Minute Quick Win

Test the 3-Prompt System Right Now

Pick 5 products. Generate descriptions. See the time savings.

You don't need to commit to 100 products yet. Start with 5. Run all three prompts in sequence. You'll have 5 production-ready descriptions in 10 minutes—descriptions that would've taken 2.5 hours to write manually. That's your proof of concept. Once you see it work, scale to 100.

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3 min
01

Build Your Template

Open ChatGPT or Claude. Copy Prompt 1 (Structure Template). Replace 'ceramic coffee mugs' with your product category. Replace brand voice with yours. Hit enter. Copy the template it generates.

Reusable template with placeholders
2 min
02

Generate 5 Descriptions

Copy Prompt 2 (Batch Generate). Paste your template. List 5 product names from your catalog. Add their unique features (size, color, material). Run it. You'll get 5 complete descriptions.

5 unique product descriptions
5 min
03

SEO Polish

Copy Prompt 3 (SEO Polish). Paste your 5 descriptions. Add your primary keyword. Run it. Review the suggested edits. Make the tweaks. Done. Upload to your CMS.

5 SEO-optimized, ready-to-publish descriptions

Manual Writing

5 descriptions → 2.5 hours

  • 30 min per product to research and write
  • Inconsistent formatting across descriptions
  • SEO optimization is an afterthought
  • Writer's block slows you down
  • Can't scale past 10-15 per day

3-Prompt System

5 descriptions → 10 minutes

  • Template ensures consistency
  • Batch generation handles volume
  • SEO built into the process
  • No writer's block—just fill variables
  • Scale to 100+ descriptions in 2 hours

By The Numbers

15x

Faster Than Manual

92%

Time Saved

10 min

For 5 Descriptions

Running This Manually for 1000 Products?

Imagine this system integrated with your PIM, auto-generating descriptions on product upload, updating for seasonal campaigns, A/B testing variations. That's what we build.