You have 50 products that need descriptions. Maybe 200. You know hand-writing them isn't realistic, so you're weighing the options: hire a copywriter, use ChatGPT, find a product description tool, or some combination.
Here's an honest breakdown of what each option actually costs in money and time — and what you get at the end.
Option 1: Write them yourself
Cost: Free (sort of).
Time: 15–30 minutes per product if you're a decent writer. 50 products = 12–25 hours.
You'll write the first five descriptions carefully, with personality and detail. By product 20, you're copy-pasting sentence structures and swapping adjectives. By product 40, you're writing things like "high-quality material" and "perfect for everyday use."
The descriptions aren't bad, but they're inconsistent. The first products get your best work. The last ones get your tired work.
What you end up with: Descriptions only. You still need to handle SEO titles, meta descriptions, tags, and CSV formatting separately.
Option 2: Hire a copywriter
Cost: $2–$10 per product description on most freelance platforms. 50 products = $100–$500. Quality copywriters who understand e-commerce SEO charge $5–$15 per product.
Time: 1–2 weeks turnaround, plus back-and-forth for revisions.
A good copywriter will write better individual descriptions than you or any AI. They'll nail your brand voice, write compelling copy that sells, and handle SEO naturally.
The problem is scale and logistics. You need to brief the copywriter on your brand, provide product details, review every description, request changes, and wait for revisions. For a small catalog that's manageable. For hundreds of products, the project management overhead is significant.
And you still get descriptions only. Formatting them into a platform-ready CSV with SEO meta fields, tags, image matching, and variant rows is a separate task.
What you end up with: High-quality descriptions in a Google Doc. Everything else (CSV formatting, SEO fields, image mapping) is still on you.
Option 3: ChatGPT or free AI tools
Cost: Free to $20/month.
Time: 2–5 minutes per product with a good prompt. 50 products = 2–4 hours.
This is where most people start now. Paste your product details into ChatGPT, ask for a description, copy the output. It works. The descriptions are decent — better than "high-quality material" purgatory.
The problems show up at scale:
- Repetitive phrasing. AI models have patterns. By the tenth product, you'll notice the same sentence structures, the same transitions, the same adjectives. "Crafted with care," "designed to elevate," "perfect for."
- No context between products. Each prompt is a fresh conversation. The AI doesn't know it already used "artisan-crafted" on three other products. Your catalog reads like it was written by a different person for each product (because it sort of was).
- Manual copy-paste loop. You're going product by product. Paste details, generate, copy output, paste into spreadsheet, move to next product. For 200 products, this gets old fast.
- No CSV output. You get text descriptions. Formatting everything into a Shopify/Etsy/WooCommerce CSV is still manual work.
What you end up with: Descriptions of varying consistency in a spreadsheet. No SEO fields, no tags, no platform-ready formatting.
Option 4: Dedicated product description generators
Cost: $10–$50/month for most tools.
Time: 1–2 minutes per product. 50 products = 1–2 hours.
Tools like Jasper, Copy.ai, or Writesonic have product description templates. You fill in product name, features, target audience, and get a description. Faster than raw ChatGPT because the prompt is built in.
Better than option 3 for speed, but you hit the same walls:
- Still one product at a time
- Still no awareness of your full catalog
- Still no CSV output or platform-specific formatting
- Still no SEO metadata, tags, or image handling
What you end up with: Descriptions faster than ChatGPT, but still just descriptions. Same manual formatting work ahead.
Option 5: End-to-end catalog builder (like Catalogd)
Cost: Free for 5 products. $49–$399 for larger catalogs.
Time: 15 minutes total, regardless of product count.
This is a different category. Instead of generating descriptions one at a time, you upload your entire product catalog (CSV, spreadsheet, or even just photos) and get back a complete, platform-ready file.
What's different:
- Batch processing. All products are processed together. The AI sees your full catalog, so descriptions are consistent in tone and don't repeat the same phrases across products.
- More than descriptions. You get SEO titles, meta descriptions, tags, URL handles, and every other field your platform needs.
- Platform-specific output. The CSV is formatted for your exact platform — Shopify, Etsy, WooCommerce, BigCommerce, Wix, or Squarespace. Column names, variant structures, boolean formats, everything matches.
- Image matching. Upload product photos and they're matched to the right products with hosted URLs in the correct column.
The trade-off: less customization per individual description. A copywriter writing one description at a time will craft something more bespoke. But for most product catalogs, "good and consistent across 200 products" beats "exceptional for 5 products, generic for the rest."
What you end up with: A CSV file you can upload directly to your store. Descriptions, SEO fields, images, variants, all of it. Done.
The real comparison
| Cost (50 products) | Time | Output | |
|---|---|---|---|
| Write yourself | Free | 12–25 hours | Descriptions only |
| Copywriter | $100–$500 | 1–2 weeks | Descriptions only |
| ChatGPT | $0–$20 | 2–4 hours | Descriptions only |
| Description tool | $10–$50/mo | 1–2 hours | Descriptions only |
| Catalogd | $0–$49 | 15 minutes | Full platform-ready CSV |
Every option except the last one leaves you with the same homework: take your descriptions and manually build a CSV with SEO fields, tags, variant rows, image URLs, and platform-specific formatting. That part takes another 2–10 hours depending on your catalog size and platform.
When to hire a copywriter anyway
Copywriters are still the right choice for:
- Hero products. Your top 5–10 products that drive most of your revenue deserve hand-crafted copy.
- Brand voice development. If you don't have an established voice yet, a copywriter can help define it. Then use that voice guide to inform AI-generated descriptions for the rest of your catalog.
- High-stakes launches. New product launches where the description needs to tell a story, not just describe features.
For the other 95% of your catalog — the products that need clear, accurate, SEO-friendly descriptions — AI tools save you days of work at a fraction of the cost.
The bottom line
The question isn't "AI vs. copywriter." It's "what do you actually need at the end?" If you need descriptions to paste into a Google Doc, any AI tool works. If you need a complete, import-ready product catalog with descriptions, SEO fields, images, and platform-specific formatting — you need a tool that handles the whole pipeline.
Try Catalogd free with 5 products and see what a finished catalog actually looks like.