E-commerce catalogs need 3,000 product descriptions every month. Copywriters can't keep up; suppliers send terse spec sheets; SEO suffers.
The AI approach
Vision-LLM reads the spec sheet (table of attributes), brand voice prompt enforces tone, output is a 100-word description plus 3 bullet highlights and a meta tag.
The outcome
~60s per SKU
Catalog throughput from ~30/day per writer → ~300/day with 1 writer reviewing. Brand voice stays consistent.
Try itInput → Process → Output
Input — supplier spec sheet
Bamboo Cutting Board — 18"SKU BB-018 · supplier: Tipa V Co.
material
Moso bamboo, sustainable
dimensions
45 × 30 × 1.6 cm
weight
1.1 kg
finish
food-safe mineral oil
care
hand wash; oil monthly
origin
Thailand · FSC certified
price (whsl)
฿420
category
Kitchen / Cookware
Process — AI pipeline
1Read spec sheet (vision + table)ReadGenerative
2Apply brand voice + claim rulesRulesSymbolic
3Generate description + bulletsWriteGenerative
4Run brand-compliance checkRulesSymbolic
Output — description + bullets
Click Run demo to generate description, bullets, and SEO meta.
Catalog draft v1 · brand-checked
Title
Bamboo Cutting Board · 18″ · Sustainable Moso
Description
A solid 18-inch board cut from sustainable Moso bamboo, finished with food-safe mineral oil. Knife-friendly, lighter than hardwood, FSC-certified at the source. The full 45 × 30 cm work surface gives you room for a whole pumpkin — or a careful brunch line-up.
Highlights
FSC-certified bamboo · grown in 5 years, not 50
Food-safe mineral oil finish — no petroleum coatings
Hand-wash and re-oil monthly to keep the surface tight
SEO meta (160 chars)
Sustainable 18″ bamboo cutting board. FSC-certified Moso, food-safe oil finish, large 45×30 cm surface. Light, knife-friendly, hand-wash.
Compliance check: ✓ no banned claims · ✓ length under cap · ✓ origin verified.
Three AI types in this use case
SymbolicBrand voice rules (banned words, tone, length); regulatory claim list (no "medical-grade" without certification); SEO meta length cap.