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Official Verified browser automation Safety 4/5

Amazon Product Search Api Skill

Skill by phheng

Why use this skill?

Automate Amazon product data extraction with the OpenClaw Amazon Product Search API skill. Extract prices, reviews, and listings effortlessly.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/phheng/amazon-product-search-api-skill
Or

What This Skill Does

The Amazon Product Search API Skill, developed by phheng, is a specialized utility designed for the OpenClaw AI agent to interface with the BrowserAct platform. It provides a robust, stable mechanism for scraping and extracting structured data directly from Amazon search results. Unlike generic AI browsing approaches, this skill uses pre-configured workflows to ensure data accuracy, bypass CAPTCHA challenges, and navigate regional IP restrictions. It transforms the complex task of Amazon data aggregation—covering titles, prices, ratings, and availability—into a simplified, efficient, and cost-effective process that returns high-quality, actionable datasets for researchers, marketers, and e-commerce analysts.

Installation

To integrate this skill into your environment, run the following command in your terminal: clawhub install openclaw/skills/skills/phheng/amazon-product-search-api-skill After installation, ensure you have your BrowserAct API Key ready. If the key is missing from your environment variables, the agent will prompt you to visit the BrowserAct Console to generate one and provide it via the chat interface.

Use Cases

  • Market Research: Aggregate competitive pricing and monitor product trends in specific categories.
  • Inventory Tracking: Monitor stock availability and shipping information for specific brand lines.
  • Review Analysis: Collect rating counts and product feedback data for competitive analysis and sentiment tracking.
  • Cataloging: Automatically generate product lists, complete with URLs and titles, for building structured e-commerce databases.
  • Localization Studies: Search international Amazon marketplaces to compare product availability and pricing across different languages and regions.

Example Prompts

  1. "Search Amazon for 'noise cancelling headphones' and give me the top 20 results, including prices and review counts."
  2. "Monitor the prices for Samsung smartphones and identify if any new 'Best Seller' items have appeared in the current listings."
  3. "Create a structured dataset of the top 10 Sony wireless earbuds available on Amazon, including their URLs and current stock status."

Tips & Limitations

  • API Management: Always secure your BrowserAct API Key. The agent is hard-coded to verify this key before execution.
  • Capacity Limits: While the skill handles pagination, consider the 'Maximum_date' parameter to avoid overloading your request limits for large-scale scrapes.
  • Compliance: Ensure that your data collection activities comply with Amazon's Terms of Service and local privacy regulations.
  • Configuration: Always specify a 'Brand' filter if your search is too broad to ensure the most relevant output returned by the agent.

Metadata

Author@phheng
Stars1217
Views1
Updated2026-02-20
View Author Profile
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-phheng-amazon-product-search-api-skill": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Tags(AI)

#amazon#scraping#e-commerce#api#automation
Safety Score: 4/5

Flags: external-api, data-collection