LaunchKit · 2026
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amazon-product-api-skill

This skill helps users extract structured product listings from Amazon, including titles, ASINs, prices, ratings.

0
1.5k downloads
by @phheng

Setup & Installation

openclaw skills install @phheng/amazon-product-api-skill

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install amazon-product-api-skill

Version History

v0.1.1Feb 25, 2026 - Version note by skill developer:

- Expanded and clarified documentation in SKILL.md to provide more detailed instructions, agent guidelines, and usage notes. - Added thorough agent instructions for API key validation, error handling, and retry logic. - Enhanced feature list with details on reliability, global access, and cost-effectiveness. - Included typical use cases to guide users on practical applications. - Descriptions and workflow guidance now offer greater clarity for input parameters, output data, and troubleshooting procedures.

What This Skill Does

Extracts structured product listings from Amazon search results using BrowserAct's API. Returns titles, ASINs, current and original prices, ratings, and attributes like color or material. Supports brand filtering, multi-page pagination, and multiple languages.

Bypasses CAPTCHA and geo-restrictions without the token overhead of general-purpose AI browser automation.

When to use it

  • Track price changes for a specific brand across Amazon search pages
  • Compare competitor product listings and ratings for a keyword
  • Build a product database with ASINs and technical specifications
  • Find top-rated items in a category on a foreign Amazon marketplace
  • Pull product data periodically into a BI tool or pricing dashboard

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Find Sony wireless earbuds on Amazon with prices and ratings

AGENT
  1. 1Checks that BROWSERACT_API_KEY environment variable is set
  2. 2Sets keywords to 'wireless earbuds', brand to 'Sony', pages to 2, language to 'en'
  3. 3Runs amazon_product_api.py and monitors timestamped status logs
  4. 4Parses response for product_title, asin, price_current_amount, rating_average, and featured badges
OUTPUT

Structured list of Sony wireless earbuds with titles, ASINs, current prices, average ratings, and Best Seller labels

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

BROWSERACT_API_KEY environment variable (obtain from BrowserAct Console at browseract.com)