Shopify Store Product Scraper

Discover and scrape Shopify stores — extract complete product catalogs, pricing strategies, reviews, and store analytics for competitive intelligence.

Store Detection:

• Shopify store identification from any URL
• Bulk domain scanning for Shopify detection
• Theme and app detection (Oberlo, Loox, Klaviyo)
• Estimated traffic via SimilarWeb integration
• Store creation date estimation

Product Extraction:

• Full product catalog via /products.json endpoint
• Product title, price, compare-at-price, variants
• Product images (all sizes)
• Inventory/stock status detection
• Collection/category structure
• Product tags and vendor info

Review Scraping:

• Judge.me, Loox, Stamped, and Shopify reviews
• Star rating distribution
• Review text with photos
• Reviewer name and date
• Verified purchase badge detection

Analytics:

• Bestseller ranking by collection
• Price range analysis
• New product launch detection
• Product count and catalog depth

Tech Stack:

• Python + requests + BeautifulSoup
• Headless Chrome fallback for JS-rendered stores
• CSV/JSON/Excel export
• Docker deployment