mcpbeat

Amazon Competitor Analyzer

browser-act/amazon-competitor-analyzer

Scrapes Amazon product data from ASINs using browseract.com automation API and performs surgical competitive analysis. Compares specifications, pricing, review quality, and visual strategies to identify competitor moats and vulnerabilities.

5k tokens
context cost
the whole folder, loaded on every use
3
files
ships runnable scripts
0
copies elsewhere
how many repositories repackaged it
5133
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/browser-act/skills --skill amazon-competitor-analyzer

What comes with it

14 394 bytes besides the instruction
.env.example
amazon_competitor_analyzer.py

The instruction itself

16 sections, as written by the author

Amazon Competitor Analyzer

This skill scrapes Amazon product data from user-provided ASINs using browseract.com's browser automation API and performs deep competitive analysis.

When to Use This Skill

  • Competitive research: Input multiple ASINs to understand market landscape
  • Pricing strategy analysis: Compare price bands across similar products
  • Specification benchmarking: Deep dive into technical specs and feature differences
  • Review insights: Analyze review quality, quantity, and sentiment patterns
  • Market opportunity discovery: Identify gaps and potential threats

What This Skill Does

  • ASIN Data Collection: Extract product title, price, rating, review count, images
  • Specification Extraction: Deep extraction of technical specs, features, and materials
  • Review Quality Analysis: Analyze review patterns, keywords, and sentiment
  • Multi-Dimensional Comparison: Side-by-side comparison of key metrics
  • Moat Identification: Identify core competitive advantages and barriers
  • Vulnerability Discovery: Find competitor weaknesses and market opportunities

Features

  • Stable and accurate data extraction: Pre-set workflows ensure consistent results.
  • Browser automation: Uses BrowserAct's automated browser instances for reliable data collection.
  • Global accessibility: BrowserAct provides servers in multiple regions.
  • Fast execution: Optimized workflow templates complete tasks quickly.
  • Cost efficient: Reduces manual research time and associated costs.

Prerequisites

BrowserAct.com Account Setup

You need a BrowserAct.com account and API key:

Environment Configuration

Copy the .env.example file to .env and add your API key:

cp .env.example .env
# Edit .env and replace YOUR_API_KEY_HERE with your actual API key

Or set as environment variable:

export BROWSERACT_API_KEY="your-api-key-here"

Usage

Basic Analysis

python amazon-competitor-analyzer/amazon_competitor_analyzer.py B09G9GB4MG

Multiple Products

python amazon-competitor-analyzer/amazon_competitor_analyzer.py B09G9GB4MG B07ABC11111 B08N5WRWNW

With Output Directory

python amazon-competitor-analyzer/amazon_competitor_analyzer.py B09G9GB4MG -o ./output

Output Formats

  • CSV: Structured data table
  • Markdown: Comprehensive report
  • JSON: Raw data with analysis

Parameters

| Parameter | Type | Default | Description |

|-----------|------|---------|-------------|

| asins | string | - | One or more Amazon ASINs to analyze |

| --output, -o | string | ./output | Output directory |

| --format | string | all | Output format (csv/markdown/json/all) |

| --api-key | string | env | BrowserAct API key |

Dependencies

This skill requires the following Python packages:

pip install requests

Optional (for automatic .env loading):

pip install python-dotenv

Environment Variables

| Variable | Required | Description |

|----------|----------|-------------|

| BROWSERACT_API_KEY | Yes | Your BrowserAct API key. Get it from BrowserAct Console |

Error Handling

  • Invalid API Key: Check BROWSERACT_API_KEY environment variable
  • Network Error: Verify internet connection
  • Rate Limit: Wait and retry with exponential backoff
  • Invalid ASIN: Verify ASIN format (10 alphanumeric characters)

Version: 1.0.0

Updated: 2026-02-09

Template ID: 77814333389670716

How to use it

Copy the folder

Take browser-act/amazon-competitor-analyzer from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.

Install what it needs

The instructions reference pip. Without those the skill loads but fails at the first command.