ecommerce-assistant（电商助理）

Ecommerce Assistant

Overview

Research products, analyze competitors, and monitor prices across e-commerce platforms. Supports Amazon product data, Shopify store analysis, and price trend tracking.

Quick Start

📦 GitHub Demo: https://github.com/lhldolike/ecommerce-assistant-demo

Amazon Product Research

# Search Amazon products
python3 scripts/amazon_search.py "wireless headphones" --limit 10

# Get product details
python3 scripts/amazon_product.py B08HMWZBXC

# Track price history
python3 scripts/price_tracker.py --asin B08HMWZBXC --notify

Shopify Store Analysis

# Analyze a Shopify store
python3 scripts/shopify_analyzer.py https://store-name.myshopify.com

# Compare multiple stores
python3 scripts/shopify_analyzer.py --compare store1.com store2.com

Price Monitoring

# Add product to watchlist
python3 scripts/price_tracker.py --add B08HMWZBXC --target-price 50

# Check all tracked products
python3 scripts/price_tracker.py --list

# Generate price report
python3 scripts/price_tracker.py --report weekly

Core Capabilities

1. Product Research

• Search products by keyword
• Get detailed product information
• Analyze reviews and ratings
• Extract product specifications

2. Competitor Analysis

• Analyze Shopify store inventory
• Compare pricing strategies
• Identify top-selling products
• Track competitor changes

3. Price Monitoring

• Track price changes over time
• Set price drop alerts
• Generate trend reports
• Export data to CSV/JSON

4. Market Insights

• Identify trending products
• Analyze category performance
• Find pricing opportunities
• Generate actionable reports

Data Sources

This skill uses multiple data sources:

• Amazon: Product Advertising API, public data
• Shopify: Storefront API (public endpoints)
• Price Tracking: Historical data aggregation

See references/ for detailed API documentation:

• Amazon API Guide
• Shopify API Guide

Scripts

All scripts are in scripts/ directory:

• amazon_search.py - Search Amazon products
• amazon_product.py - Get product details
• shopify_analyzer.py - Analyze Shopify stores
• price_tracker.py - Price monitoring system
• product_reporter.py - Generate reports

Output Formats

Results can be exported as:

• JSON (machine-readable)
• CSV (spreadsheet-friendly)
• Markdown (human-readable reports)

Limitations

• Free tier APIs have rate limits (typically 100-500 requests/month)
• Some Amazon data requires Product Advertising API approval
• Shopify data limited to public storefront information
• Price tracking requires periodic execution (not real-time)

Examples

Find Profitable Products

python3 scripts/amazon_search.py "yoga mat" --min-price 20 --max-price 50 --min-rating 4.0

Monitor Competitor Prices

python3 scripts/shopify_analyzer.py https://competitor-store.com --track-prices --output competitor.json

Generate Weekly Report

python3 scripts/product_reporter.py --type weekly --email report@example.com