A Python-based integration to fetch comprehensive Amazon product details, sales estimates, and market data via the Canopy API.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install amazon-data
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 amazon-data 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 Amazon Data Retrieval Skill?
The Amazon Data skill is a robust tool designed for developers and researchers who need high-fidelity access to the Amazon marketplace. By leveraging the Canopy API, this Openclaw Skills component provides programmatic access to over 350 million products across 25,000 categories, supporting 12 international domains.
Whether you need to monitor competitor pricing, analyze customer sentiment through reviews, or project market demand with unit sales estimates, this skill offers a streamlined interface to extract actionable insights directly into your Python workflows. It effectively bridges the gap between raw marketplace data and your analytical applications.
Amazon Data Retrieval Skill Use Cases
- Competitor price tracking and monitoring across global Amazon domains.
- Market research using unit sales and stock level estimates.
- Sentiment analysis and product improvement through bulk review extraction.
- Building e-commerce search engines or deal discovery tools.
- Automated product catalog synchronization using ASIN, URL, or GTIN identifiers.
How Amazon Data Retrieval Skill Works
- Authenticate with the Canopy API using a secure API key provided via environment variables.
- Identify target products using unique identifiers such as an ASIN, full product URL, or GTIN (ISBN/UPC/EAN).
- Make RESTful GET requests to specific endpoints like /product, /sales, or /search depending on the required data.
- Receive and parse structured JSON responses containing real-time marketplace data.
- Implement error handling for status codes like 401 (Unauthorized) or 402 (Payment Required) to ensure robust automation.
Amazon Data Retrieval Skill Setup
- Sign up and create an account at canopyapi.co to obtain your API key.
- Set the API key in your environment to allow the Openclaw Skills integration to authenticate:
export API_KEY="your_api_key_here"
- Ensure you have the
requestslibrary installed in your Python environment:
pip install requests
Amazon Data Retrieval Skill Data Schema & Taxonomy
The skill organizes data into several logical domains to facilitate easy extraction and analysis:
| Data Category | Details Included |
|---|---|
| Product Core | Titles, descriptions, pricing, images, and feature bullets. |
| Sales Metrics | Weekly, monthly, and annual unit sales estimates; current stock levels. |
| Social Proof | Ratings, review text, verified status, and helpfulness votes. |
| Discovery | Search results, autocomplete suggestions, and category taxonomies. |
| Entities | Seller profiles, ratings, and author bibliographies. |
Amazon Data Retrieval Skill Advanced Features
- Global reach with support for 12 international domains including US, UK, DE, JP, and more.
- Multi-identifier lookup allowing for flexible product queries via ASIN, URL, or GTIN.
- Granular search filtering by price range, item condition (New/Used/Renewed), and multiple sort orders.
- Automated deal monitoring to track discounts and promotional pricing in real-time.
- Comprehensive category navigation for deep-diving into the Amazon taxonomy.
SKILL.md
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