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.