A high-performance commerce data infrastructure providing AI agents with programmatic access to 200M+ Amazon products and real-time market insights.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install apiclaw-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 apiclaw-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 apiclaw?
apiclaw is a robust data infrastructure designed for Openclaw Skills users who need deep, real-time insights into the Amazon ecosystem. It serves as a bridge between AI agents and over 200 million products, offering a unified interface to pull everything from category hierarchies to granular market competition metrics.
By integrating this skill, developers can empower their agents to perform professional-grade market research, track real-time pricing, and execute complex product selection strategies. Whether you are building a procurement bot or a market analysis tool, apiclaw provides the high-fidelity data required for informed commerce decisions.
apiclaw Use Cases
- Identifying high-demand, low-competition product niches using 14 preset selection strategies.
- Conducting deep-dive competitor analysis to compare sales, revenue, and seller information.
- Analyzing customer sentiment and pain points through AI-powered review processing.
- Monitoring real-time pricing, Buy Box status, and Best Seller Rank (BSR) for specific ASINs.
- Validating market entry viability by assessing aggregate metrics like brand concentration and FBA rates.
How apiclaw Works
- The agent authenticates via the APICLAW_API_KEY environment variable to access the secure v2 OpenAPI gateway.
- Users or parent agents send POST requests to one of the six specialized endpoints: categories, market search, product search, competitor lookup, realtime product, or review analysis.
- The skill queries the apiclaw infrastructure, which maintains a massive database of 200M+ products with live-tracking capabilities.
- Data is returned in a structured JSON format, including metadata for credit usage tracking (
_credits.consumed). - The AI agent processes these insights to provide natural language recommendations or automated commerce actions.
apiclaw Setup
To get started with apiclaw in your environment, follow these steps:
- Obtain your API key from apiclaw.io/api-keys.
- Configure your environment variable:
export APICLAW_API_KEY='hms_live_your_key_here'
- Ensure your agent has access to the base URL:
[https://api.apiclaw.io/openapi/v2](https://api.apiclaw.io/openapi/v2). - Note: New API keys typically take 3-5 seconds to activate after generation.
apiclaw Data Schema & Taxonomy
apiclaw organizes data across several specialized domains to ensure high performance and relevance:
| Data Domain | Primary Fields | Latency |
|---|---|---|
| Market Metrics | Avg sales, brand concentration, FBA rate, price avg | T+1 |
| Product Search | ASIN, title, price, BSR, atLeastMonthlySales |
T+1 |
| Realtime Data | Live price, Buy Box status, variants, features | Real-time |
| AI Insights | painPoints, buyingFactors, userProfiles, sentiment | On-demand |
| Category Tree | categoryName, productCount, hasChildren | Static/Cached |
apiclaw Advanced Features
- Support for 14 specialized product selection modes including 'long-tail', 'fbm-friendly', and 'emerging'.
- Multi-ASIN comparative review analysis to identify competitive advantages and product flaws.
- Integration with the Amazon-analysis-skill for advanced risk assessment and operational monitoring.
- Built-in credit management metadata in every response for programmatic budget control.
- Comprehensive market-level aggregate metrics for macro-economic trend analysis within Openclaw Skills workflows.
SKILL.md
Loading
Related Openclaw Skills
HPC VASP
A high-performance computing skill for managing, debugging, and automating VASP first-principles simulation workflows.
Sora Video Generation Skill
A production-grade Python CLI skill for generating, editing, and extending AI videos using the OpenAI Sora 2 API with built-in marketing templates.
jetson-tools
A comprehensive monitoring and diagnostic toolkit for NVIDIA Jetson development boards providing real-time hardware telemetry.
Freqtrade US Setup Guide
A specialized technical guide for deploying the Freqtrade cryptocurrency trading bot securely and legally within the United States.
scada
A specialized tool for managing supervisory control and industrial data acquisition through a streamlined command-line interface.
CAM — Computer-Aided Manufacturing Toolpath Reference
A comprehensive CNC machining reference and calculator for speeds, feeds, G-code syntax, and toolpath strategies.
Featured*
