amazon-reviews-api-skill

Extract structured Amazon product reviews by ASIN via the BrowserAct Reviews API.

5.3k|252|Updated Feb 6, 2026
One-click install
npx skills add https://github.com/browser-act/skills --skill amazon-reviews-api-skill
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: amazon-reviews-api-skill
Source: https://github.com/browser-act/skills/tree/main/solutions/ecommerce/amazon-reviews-api-skill
Command: npx skills add https://github.com/browser-act/skills --skill amazon-reviews-api-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) components.

What problem does it solve?

This skill enables automated extraction of Amazon product reviews via BrowserAct's Reviews API, eliminating manual scraping and login requirements.

Core Features & Use Cases

  • Direct extraction of structured reviews by ASIN for market research, sentiment analysis, and competitive intelligence.
  • Returns detailed review data including commentator, profile link, rating, review title, review text, published date, country, variant, and verification status.
  • Suitable for QA insights, product feedback synthesis, and trend monitoring across products and categories.

Quick Start

Provide an ASIN to the API-enabled script to fetch and display the reviews for that product.

Frequently Asked Questions about amazon-reviews-api-skill

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

FAQPage Schema
How do I extract Amazon product reviews by ASIN for market research?

You can extract Amazon product reviews by ASIN using a dedicated API workflow that returns structured data including rating, title, text, and published date. This approach bypasses manual scraping and login requirements to streamline market research.

What specific data fields are returned when extracting Amazon reviews via API?

Extracting Amazon reviews via API returns structured data fields including commentator, profile link, rating, review title, description, published date, country, variant, and verified status. This provides comprehensive details for sentiment analysis and competitive intelligence.

Can I use Python to fetch Amazon review data without manual web scraping?

Yes, you can use a Python script with the requests library to fetch Amazon review data without manual scraping. The script leverages an API template workflow to retrieve structured review data directly, eliminating browser automation overhead.

Do I need an API key to extract Amazon reviews for sentiment analysis?

Yes, you need a BrowserAct API key and a Python runtime to extract Amazon reviews for sentiment analysis. The API key authenticates the dedicated workflow that retrieves structured review data for your specified product ASINs.

What is the best way to monitor competitor product reviews on Amazon?

The best way to monitor competitor product reviews on Amazon is using an API-driven extraction workflow that pulls structured data by ASIN. This method provides consistent review fields like rating and variant for trend monitoring and competitive intelligence.

Are there limitations to using an API for Amazon review extraction?

Limitations of API-based Amazon review extraction include the requirement of a valid API key and a Python runtime environment. It is specifically designed for ASIN-based product pages, so broad category-level scraping without specific ASINs is not supported.