Official Verified data analysis Safety 4/5

apiclaw

APIClaw API platform overview — AI-powered commerce data infrastructure. Provides programmatic access to 200M+ Amazon products with real-time data across 6 endpoints: category browsing, market metrics, product search, competitor lookup, realtime ASIN detail, and AI review analysis. Use when user asks: what APIClaw can do, available API endpoints, how to get started, API capabilities overview, credit usage, or general commerce data questions. For deep Amazon product selection strategies and analysis workflows, use the Amazon-analysis-skill instead. Requires APICLAW_API_KEY.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/christine-srp/apiclaw-amazon-api

Download Source Code (.zip)

What This Skill Does

APIClaw provides an enterprise-grade bridge to Amazon's global product catalog, serving as the primary commerce data infrastructure for OpenClaw agents. By utilizing 6 specialized endpoints, this skill allows agents to programmatically retrieve data on over 200 million products. It covers the entire lifecycle of market research, from identifying niche category opportunities to granular, real-time ASIN analysis and sentiment evaluation of consumer reviews. Whether you are validating a new business venture, monitoring competitive trends, or analyzing market-level metrics like FBA rates and sales velocity, APIClaw delivers structured, actionable data directly to your agent workflows.

Installation

To integrate this capability into your agent, use the OpenClaw command-line interface. Ensure you have your environment variables configured for secure authentication.

Run the installation command: clawhub install openclaw/skills/skills/christine-srp/apiclaw-amazon-api
Set your environment variable: export APICLAW_API_KEY='your_live_api_key_here'
Note: If you receive a 403 error upon initial setup, wait 3-5 seconds to allow the API key to propagate through the production gateway.

Use Cases

Market Opportunity Assessment: Query markets/search to analyze whether a specific category (e.g., Pet Supplies) is oversaturated or ripe for entry based on average monthly sales and competitive concentration.
Competitor Intelligence: Use the competitor-lookup endpoint to identify top-performing products for a given keyword, allowing for reverse-engineering of successful pricing and sales strategies.
AI-Driven Consumer Insights: Leverage reviews/analyze to synthesize thousands of customer reviews into actionable insights, highlighting specific pain points or features that influence buying decisions.
Real-Time Inventory Tracking: Monitor specific ASINs via realtime/product to track live pricing, buybox winners, and product variant availability.

Example Prompts

"Perform a market analysis on 'ergonomic office chairs'. What are the average monthly sales and the current FBA penetration rate?"
"I am looking for products in the 'home gym' category that are underserved. Can you use APIClaw to find some potential opportunities?"
"Analyze the latest 500 reviews for this ASIN B09V3KXJPB and tell me the top three pain points users are complaining about."

Tips & Limitations

Efficiency: Always prefer categoryKeyword over generic searches to narrow the scope of data retrieval.
Formatting: When using the markets/search endpoint, remember that the topN parameter must be passed as a string (e.g., '10'), not an integer.
Scope: For deep, multifaceted selection strategies, coordinate your agent tasks with the Amazon-analysis-skill. APIClaw is optimized for high-performance data retrieval rather than complex multi-variable strategy planning.
Auth: Always ensure your headers include the correct Bearer token authentication.

Read Full Documentation on GitHub

Metadata

Author@christine-srp

Stars3562

Updated2026-03-29

View Author Profile

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Add to Configuration

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

{
  "plugins": {
    "official-christine-srp-apiclaw-amazon-api": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Tags(AI)

#ecommerce#amazon-data#market-research#api#competitor-intelligence

Safety Score: 4/5

Flags: network-access, external-api

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