APIClaw — Amazon Commerce Data, 11 Endpoints

Orchestrate Amazon commerce data across 11 endpoints into structured responses.

61|9|Updated Mar 13, 2026
One-click install
npx skills add https://github.com/SerendipityOneInc/APIClaw-Skills --skill apiclaw-amazon-commerce-data-11-endpoints
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: APIClaw — Amazon Commerce Data, 11 Endpoints
Source: https://github.com/SerendipityOneInc/APIClaw-Skills/tree/main/apiclaw
Command: npx skills add https://github.com/SerendipityOneInc/APIClaw-Skills --skill apiclaw-amazon-commerce-data-11-endpoints

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill turns ambiguous Amazon commerce questions into structured, agent-ready data by pulling category, market, product, competitor, real-time ASIN, review insights, pricing bands, brand concentration, and historical trends.

Core Features & Use Cases

  • One API key for a full commerce data layer: retrieve category paths, market metrics, product search results, competitor discovery, and ASIN-level realtime details in a consistent schema.
  • Review intelligence for buying decisions: get AI-structured review insights (sentiment, themes, and consumer factors) or fetch raw reviews for fallback processing when aggregation is sparse.
  • Pricing and brand opportunity analysis: evaluate price-band opportunity and brand concentration to identify where demand and competition align.
  • Time series trend checks: analyze per-ASIN history over a date range for price/BSR/sales/rating movement.

Quick Start

Ask: “Use APIClaw to look up real-time data and review insights for ASIN B0XXXXXXXX.”

Frequently Asked Questions about APIClaw — Amazon Commerce Data, 11 Endpoints

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get real-time Amazon commerce data for a specific ASIN?

To get real-time Amazon commerce data for an ASIN, you use the realtime ASIN endpoint to retrieve current pricing, BSR, and sales metrics. The API requires an APICLAW_API_KEY and returns structured data ready for immediate agent evaluation.

What is the best way to analyze Amazon product reviews for consumer sentiment?

Analyzing Amazon product reviews is handled by the review analysis endpoint, which returns AI-structured sentiment, themes, and consumer factors. You can also fetch raw reviews as a fallback for deeper processing when aggregated data is sparse.

Can I identify market opportunities using Amazon price band and brand intelligence?

Yes, you can identify market opportunities by evaluating price-band and brand concentration data. This reveals where consumer demand and competitor saturation align, helping you spot gaps in the Amazon commerce landscape.

How do I track BSR, price, and sales history for an Amazon product over time?

To track BSR, price, and sales history for an Amazon product, you query the ASIN history endpoint with a specific date range. This returns time-series trend data showing price, BSR, sales, and rating movement over the specified period.

Do I need an API key to access Amazon market metrics and competitor search?

Yes, you need an APICLAW_API_KEY for authentication to access Amazon market metrics and competitor search. The API enforces strict endpoint-specific parameter rules to ensure correct data retrieval across all commerce data layers.