beauty >99% Success Rate

Sephora Scraper

Professional-grade Apify actor to extract high-fidelity product data from Sephora US, Canada, and France stores including variants, reviews, and ingredients.

Python Crawlee Parsel US CA FR

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Key Features

Deep product extraction — variants, images, descriptions, ingredients, and reviews

Smart URL parsing — automatically converts web URLs to optimal API calls

Multi-region support — US (en-US), Canada (en-CA, fr-CA), and France

Anti-blocking with Apify Proxy integration and session rotation (up to 5 retries)

Structured output with normalized pricing (prices x100 to avoid floating point errors)

Review sentiment analysis and product statistics

Use Cases

Competitive pricing intelligence for beauty brands and retailers
Product catalog monitoring across Sephora regions
Beauty industry market research and trend analysis
Ingredient analysis and comparison across product lines
Review sentiment tracking and brand reputation monitoring

Input Parameters

Parameter	Type	Required	Description
`startUrls`	array	Yes	Sephora product or category URLs to scrape
`proxy`	object	No	Proxy configuration — residential proxies recommended
`maxConcurrency`	number	No	Maximum parallel requests (default: 5)
`maxRequestsPerCrawl`	number	No	Limit total requests per run

Output Example

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{
  "source": "https://www.sephora.com/product/...",
  "brand": "Fenty Beauty",
  "title": "Gloss Bomb Universal Lip Luminizer",
  "description": "A lip gloss that delivers explosive shine...",
  "variants": [
    {
      "sku": "P67988544",
      "name": "Fenty Glow",
      "price": 2200,
      "currency": "USD",
      "inStock": true
    }
  ],
  "medias": [
    { "type": "image", "url": "https://..." }
  ],
  "stats": {
    "rating": 4.6,
    "reviewCount": 12847
  },
  "sentiments": {
    "positive": 89,
    "neutral": 7,
    "negative": 4
  }
}

Frequently Asked Questions

Which Sephora regions does this scraper support?

The scraper supports Sephora US (en-US), Canada (en-CA, fr-CA), and France (fr-FR). Each region is handled automatically based on the URL provided.

How does the scraper handle anti-bot protection?

It uses Apify Proxy with automatic session rotation and up to 5 retries per request. The scraper converts web URLs to API calls, which are less likely to be blocked.

What data fields are included in the output?

Each product includes: source URL, brand, title, full description, variants with individual pricing, media galleries, review statistics, and sentiment analysis.

Why are prices multiplied by 100?

Prices are stored as integers (e.g., $29.99 becomes 2999) to avoid floating-point precision errors common in financial data processing.