An advanced integration for retrieving comprehensive Amazon product data, listing health metrics, and sales performance via the ASIN Data API.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install asin-data-api
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install asin-data-api using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is ASIN Data API?
The ASIN Data API skill empowers developers and researchers to programmatically access detailed information from the Amazon marketplace using Amazon Standard Identification Numbers. By utilizing Openclaw Skills through the Membrane framework, users can skip the complexities of authentication and focus on high-level logic. This integration provides structured access to everything from basic product descriptions and images to competitive pricing data and compliance status, making it a cornerstone for e-commerce automation.
ASIN Data API Use Cases
- Building automated market research tools to track competitor pricing and buy box status.
- Monitoring listing health to ensure product titles, images, and bullet points meet quality standards.
- Analyzing customer feedback and sales trends to inform product development strategies.
- Automating inventory tracking and restock date alerts for large catalogs.
- Performing compliance checks including trademark and patent verification for new product entries.
How ASIN Data API Works
- The AI agent initiates a secure session using the Membrane CLI to handle environment-specific authentication.
- A persistent connection to the ASIN Data API is established, with Membrane managing API keys and credential refreshes.
- The agent searches for available actions using natural language intents to find the most efficient data retrieval method.
- Specific requests are sent via the Openclaw Skills interface to fetch ASIN-specific data like sales rank or reviews.
- Results are returned as structured JSON, allowing the agent to process, analyze, or store the marketplace data immediately.
ASIN Data API Setup
Install the Membrane CLI globally to manage your Openclaw Skills:
npm install -g @membranehq/cli@latest
Authenticate your agent environment:
membrane login --tenant --clientName=openclaw
Ensure a connection to the ASIN Data API exists:
membrane connection ensure "https://www.asindataapi.com/" --json
ASIN Data API Data Schema & Taxonomy
The skill organizes Amazon marketplace data into logical taxonomies for easy agent consumption:
| Data Group | Key Metadata Fields |
|---|---|
| Product Identity | ASIN, Title, Brand, UPC, Category, Subcategory |
| Visuals & Content | Images, Description, Bullet Points, Listing Health Scores |
| Performance | Sales Rank, Estimated Sales, Average Rating, Review Count |
| Market Dynamics | Price, Buy Box Price, MAP Price, Competitor List, Sponsored Products |
| Logistics & Legal | Inventory Level, Restock Date, Hazmat Status, Patent/Trademark Checks |
ASIN Data API Advanced Features
- Server-side credential management that eliminates the need for local API key storage.
- Transparent proxy request system allowing access to any endpoint with automatic header injection.
- Intelligent action discovery using natural language intent mapping.
- Multi-agent support allowing the same skill to be used across different harness types like Claude or Openclaw Skills.
- Real-time connection state polling to handle complex OAuth or input-required authentication flows.
SKILL.md
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