Install
openclaw skills install @leooooooow/aes-product-description-writerWrite high-converting product descriptions optimized for specific platforms and audiences. Use when creating new product listings, rewriting underperforming descriptions, adapting descriptions across platforms (Amazon, Shopify, Walmart), or generating batch descriptions for catalog launches.
openclaw skills install @leooooooow/aes-product-description-writerWrite product descriptions that convert browsers into buyers — structured for the platform, optimized for search, and grounded in what makes the product worth buying.
| Decision | Guidance |
|---|---|
| Framework selection | Use AIDA for new/innovative products, PAS for problem-solving products, FAB for technical/feature-rich products, Before-After-Bridge for lifestyle/aspirational products. See references/description-frameworks.md. |
| Tone calibration | Match the brand's existing voice. If no brand guide exists, default to confident-but-conversational. Avoid hyperbole ("revolutionary", "best ever") unless the product genuinely leads its category. |
| Keyword integration | Primary keyword in title and first 50 words of description. Secondary keywords distributed naturally — never stuffed. Target 1-2% keyword density. See references/seo-guidelines.md. |
| Benefit vs. feature balance | Lead every bullet point with the benefit, then support with the feature. "Stay warm in -20°F weather (800-fill down insulation)" not "800-fill down insulation." |
| Platform formatting | Amazon: 5 bullet points, 200 chars each max, Title ≤200 chars. Shopify: HTML-capable, use headers and formatting. Walmart: similar to Amazon but shorter bullets. See references/description-frameworks.md. |
| Length calibration | Short description: 25-50 words. Standard bullets: 5-7, each 15-25 words. Long description: 150-300 words. Adjust based on product complexity and price point — expensive products need more copy. |
| SEO compliance | Every description must include: primary keyword in title, 2-3 secondary keywords in body, meta description ≤155 chars, alt-text suggestions for images. See references/seo-guidelines.md. |
| Output structure | Follow the structured output template. Include all variants requested. Never deliver a description without the quality checklist pass. See references/output-template.md. |
A deep, crafted description for one product. Use this mode when you need maximum quality for a hero product, a product launch, or a high-traffic listing that justifies dedicated attention.
When to use: New product launches, hero/flagship products, underperforming listings that need rewriting, products with complex features requiring careful explanation.
Descriptions for multiple products sharing a category, brand voice, or template structure. Use this mode when launching a product line or updating a catalog section.
When to use: Catalog launches, seasonal collection updates, platform migration (e.g., moving all listings from Shopify to Amazon), brand voice standardization across existing products.
Transform raw product information into purchase-motivating descriptions that:
Before writing a single word, build a complete mental model of the product:
If the user hasn't provided enough information to answer these questions, ask before proceeding. A great description requires great inputs.
Choose the description framework based on product type and audience (see references/description-frameworks.md):
| Product Type | Recommended Framework |
|---|---|
| Innovative/new-to-market | AIDA (Attention-Interest-Desire-Action) |
| Problem-solving (health, home repair, organization) | PAS (Problem-Agitate-Solution) |
| Technical/spec-heavy (electronics, tools, equipment) | FAB (Feature-Advantage-Benefit) |
| Lifestyle/aspirational (fashion, home decor, wellness) | Before-After-Bridge |
Before writing, map keywords to description sections:
Never sacrifice readability for keyword insertion. If a keyword doesn't fit naturally, use a close variant or place it in a less visible field (backend keywords on Amazon, meta tags on Shopify).
Write the complete description package:
Review the draft and ensure it addresses the top purchase objections:
Adapt the draft to the target platform's requirements:
Run the complete quality checklist (see assets/quality-checklist.md). Verify:
Before writing individual descriptions, create a reusable template:
Group products by similarity to maximize template reuse:
Write descriptions in groups, maintaining consistency:
After all descriptions are drafted:
Every feature mention must be preceded or accompanied by its benefit. The customer cares about outcomes, not specifications.
Wrong: "Made with 18/10 stainless steel construction" Right: "Resists rust and staining for years of daily use — crafted from 18/10 stainless steel"
Vague claims feel like marketing. Specific claims feel like information.
Wrong: "Keeps your drinks cold for a long time" Right: "Keeps drinks ice-cold for up to 24 hours, even in 95°F heat"
Online shoppers scan, they don't read. Structure descriptions for scanning:
If you can't summarize the product's core value in one sentence, the description isn't focused enough. Write that sentence first, then build around it.
Never mention competitors by name. Instead, use comparative language: "Unlike typical [category] products..." or "Where most [products] fall short..."
Input provided:
Framework selected: FAB (feature-rich kitchen product)
Output:
Title Options:
Bullet Points:
Short Description: 4-piece silicone spatula set with seamless one-piece construction, heat resistant to 600°F. Dishwasher safe, BPA-free, and gentle on all cookware surfaces. Includes 4 sizes from 6" to 12".
Long Description: The HomeChef Essentials Silicone Spatula Set gives you the right tool for every cooking task — without the hygiene concerns of traditional spatulas. Our one-piece seamless construction means no gaps where food particles and bacteria can hide, a common problem with two-piece spatulas that separate over time.
Each spatula is heat resistant to 600°F and made from BPA-free, FDA-approved food-grade silicone. Whether you're folding delicate batter or scraping fond from a cast-iron skillet, these spatulas perform without melting, warping, or scratching your cookware.
The set includes four essential sizes: a large turner for flipping, a standard spatula for stirring and folding, a small scraper for jars and bowls, and a mini spatula for precision tasks. All four are dishwasher safe and maintain their shape and flexibility wash after wash.
Upgrade from spatulas that crack, stain, and trap food — cook cleaner with HomeChef Essentials.
SEO Meta Description: 4-piece silicone spatula set, heat resistant to 600°F. Seamless one-piece design, dishwasher safe, BPA-free. Free shipping on orders $25+.
Input provided:
Framework selected: Before-After-Bridge (lifestyle/aspirational product)
Output:
Title Options:
Bullet Points:
Short Description: 100% extra-fine merino wool crewneck sweater. Machine washable, naturally temperature-regulating, and built to last. The one sweater your capsule wardrobe is missing.
Long Description:
Available in 8 colors designed as a collection: each pairs with every other. Build your capsule, stop overthinking your morning.
SEO Meta Description: Women's extra-fine merino wool crewneck sweater. Machine washable, temperature-regulating, pill-resistant. The capsule wardrobe essential. Free shipping & returns.
Leading with features instead of benefits. "Made with 304 stainless steel" means nothing to most shoppers. "Resists rust and staining for years of daily use" tells them why they should care. Always lead with the outcome, then support with the feature.
Writing for yourself instead of the buyer. The product creator is excited about materials and engineering. The buyer wants to know how it improves their life. Shift perspective from "we made" to "you get."
Ignoring the platform's formatting constraints. An Amazon title over 200 characters gets truncated. Shopify descriptions without HTML formatting look like walls of text. Always format for the specific platform.
Keyword stuffing that destroys readability. "Our silicone spatula set silicone cooking utensils silicone kitchen tools" reads like spam and hurts both conversion and SEO. Keywords should feel invisible to the reader.
Using unsupported superlatives. "The best spatula ever made" invites skepticism. "Heat resistant to 600°F, higher than 90% of silicone spatulas on the market" invites trust. Substantiate every strong claim.
Writing identical structures for every product. When all 20 products in a catalog start with the same sentence pattern, the listing page feels generated and impersonal. Vary your openings and structures.
Forgetting mobile readers. Over 60% of ecommerce browsing happens on mobile. Long paragraphs, tiny details, and complex formatting break on small screens. Test your descriptions at 375px width mentally.
Neglecting the short description. The short description appears in search results, category pages, and social shares. It's often the only copy a shopper reads before deciding to click or scroll past. Give it real attention.
Skipping objection handling. Every product has purchase barriers — price, quality doubts, sizing uncertainty, competitor comparison. Great descriptions address these proactively instead of hoping the shopper won't think of them.
Not adapting for the product's price tier. A $15 product needs concise, punchy copy. A $500 product needs detailed justification, story, and trust-building. Match description depth to price and purchase consideration level.
| Resource | Path | Description |
|---|---|---|
| Output Template | references/output-template.md | Structured templates for Mode A and Mode B deliverables |
| Description Frameworks | references/description-frameworks.md | AIDA, PAS, FAB, and Before-After-Bridge frameworks with platform-specific formatting rules |
| SEO Guidelines | references/seo-guidelines.md | SEO best practices for product descriptions across major platforms |
| Quality Checklist | assets/quality-checklist.md | Pre-delivery quality checklist with 45+ validation items |