AI Product Description and Catalog Content Generation

Generate compelling product descriptions, SEO-optimized catalog copy, and size/fit guides at scale using AI. Built for retailers managing hundreds or thousands of SKUs across Shopee, Lazada, and owned e-commerce channels.

RetailBeginnerPrompt Engineering for Business1-3 weeks

Transformation

Before & After AI

What this workflow looks like before and after transformation

Before

Product descriptions written manually by a small team, often inconsistent in tone and missing key SEO keywords. New product launches delayed by copywriting bottlenecks. Marketplace listings on Shopee and Lazada lack localized detail, resulting in poor search visibility and lower conversion rates.

After

AI generates first-draft product descriptions in seconds, with consistent brand voice and embedded SEO keywords. Marketplace listings are localized for SE Asian shoppers. Size and fit guides reduce return rates. The team reviews and publishes instead of writing from scratch, cutting content turnaround by 80%.

Implementation

Step-by-Step Guide

Follow these steps to implement this AI workflow

1

Audit Existing Product Content and Gaps

2-3 days

Review current product descriptions across your website, Shopee, and Lazada stores. Identify SKUs with missing, thin, or inconsistent descriptions. Map out your brand voice guidelines, target keywords, and competitive positioning for each product category.

Product Content Audit Prompt
You are a retail content strategist. Analyze the following [NUMBER] product descriptions from our [PRODUCT_CATEGORY] catalog. For each, score it 1-5 on: brand voice consistency, SEO keyword inclusion, feature completeness, and customer benefit clarity. Flag any descriptions that are missing size/fit info or marketplace-specific details for Shopee/Lazada.
Feed in a batch of 10-20 descriptions at a time for best results. Works with any major AI assistant.
2

Build Product Description Templates by Category

3-4 days

Create structured prompt templates for each product category (apparel, electronics, home goods, etc.). Define the required sections: headline, key features, benefits, specifications, and marketplace-specific fields. Include brand voice examples and SEO keyword lists.

Product Description Generator Prompt
You are a product copywriter for a [REGION] retail brand. Write a product description for [PRODUCT_NAME] in the [CATEGORY] category. Include: a compelling headline (under 80 chars), 3-4 key features with benefits, material and care details, and a Shopee/Lazada-optimized bullet list. Tone: [BRAND_TONE]. Primary keyword: [KEYWORD].
Customize the variables for each product. Generate in batches of 5-10 and review for accuracy before publishing.
3

Generate Size, Fit, and Buying Guides

3-4 days

Use AI to create size charts, fit guides, and buying comparison content for categories where returns are high. Tailor sizing references to SE Asian body measurements and local preferences. Add these as supplementary content on product pages and marketplace listings.

Size and Fit Guide Generator
You are a retail content specialist. Create a size and fit guide for our [PRODUCT_CATEGORY] line. Include a measurement table (in cm), fit tips for SE Asian body types, a "how to measure" section, and a recommendation engine text block (e.g., "If you are between sizes, size up for a relaxed fit"). Format for both website and Shopee/Lazada listing insertion.
Update measurement data with your actual garment specs before publishing. AI provides the framework; your team fills in exact numbers.
4

Scale Catalog Content Across Marketplaces

1 week

Establish a repeatable workflow for generating, reviewing, and publishing product content across all channels. Set up quality checkpoints, A/B testing for high-traffic listings, and a refresh schedule to keep descriptions current with seasonal trends and new inventory.

Catalog Content Scaling Workflow Prompt
You are a retail operations consultant. Design a repeatable content production workflow for a team of [TEAM_SIZE] managing [SKU_COUNT] SKUs across Shopee, Lazada, and our website. Include: batch generation steps, quality review checkpoints, publishing sequence, and a monthly refresh schedule. Account for seasonal campaigns like 9.9, 11.11, and 12.12 sales.
Adapt the team size and SKU count to your actual operation. This workflow scales from 100 to 10,000+ SKUs.

Get the detailed version - 2x more context, variable explanations, and follow-up prompts

Tools Required

AI writing assistant (any major LLM-based tool)Spreadsheet or PIM system for product dataMarketplace seller portals (Shopee Seller Centre, Lazada Seller Center)SEO keyword research tool

Expected Outcomes

Reduce product description turnaround from days to hours, covering 80% of new SKUs with AI-generated first drafts

Improve marketplace search visibility with SEO-optimized, keyword-rich listing content across Shopee and Lazada

Decrease sizing-related returns by 15-25% through comprehensive, localized size and fit guides

Solutions

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Common Questions

Not if you provide clear brand voice guidelines and specific product details in your prompts. AI generates a strong first draft that your team refines for authenticity. Most retailers find that 70-80% of the AI output needs only minor edits. The key is investing time upfront in template design and example descriptions that capture your brand personality.

Start with your primary language (English or Bahasa) and use AI to generate translations, then have native speakers review for local nuance. Avoid direct translation of idioms or culturally specific references. For Shopee Malaysia vs. Shopee Indonesia, product naming conventions and measurement preferences differ, so maintain separate templates per market.

AI can follow marketplace guidelines if you include the rules in your prompt (e.g., no price mentions in descriptions, no competitor references, required fields). Build a compliance checklist into your review process. Both Shopee and Lazada have content policies that change periodically, so update your prompt templates when platform rules change.

Ready to Implement This Workflow?

Our team can help you go from guide to production — with hands-on implementation support.