Superbalist Product Search Scraper: Extract Fashion & Beauty Catalog Data Fast

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What Is Superbalist.com?

Superbalist is a leading African fashion and beauty e-commerce platform offering curated collections across women's, men's, and kids' categories. The site hosts thousands of branded products with dynamic search, filtering, and pagination. Extracting search results manually is inefficient — the Superbalist Product Search Scraper automates the collection of product listing pages, capturing structured data across multiple attributes per item.

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Overview

The Superbalist Product Search Scraper extracts product search result pages from Superbalist.com, delivering clean, structured records ideal for:

• Price monitoring platforms tracking competitor pricing and promotions
• Fashion retailers benchmarking market trends and designer presence
• E-commerce researchers analyzing product catalogs and merchandising strategies
• Aggregators and comparison sites building product databases
• Marketing teams monitoring sale events, badges, and promotional activity

Key features include pagination support, flexible item limits, robust error handling, and comprehensive product metadata covering pricing, designer info, sale status, and visual assets.

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Input Format

The scraper accepts a JSON configuration:

{
  "urls": [
    "https://superbalist.com/browse/women/beauty?page=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Field	Type	Description
urls	Array of strings	Direct links to Superbalist product search pages. Include category filters and page numbers as needed (e.g., /browse/women/beauty?page=1)
max_items_per_url	Integer	Maximum number of products to extract per URL. Default is 20; increase to 200 for comprehensive collection
ignore_url_failures	Boolean	If true, the scraper continues if one or more URLs fail, ensuring partial results rather than complete failure

Example URLs:

• https://superbalist.com/browse/women/beauty
• https://superbalist.com/browse/men/shoes?page=3
• https://superbalist.com/browse/kids/all

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Output Format

Sample Output Record:

{
  "asset": {
    "aspect_ratio": 1.44,
    "base_ssl_url": "https://assets.superbalistcdn.co.za/{size}filters:quality({quality}):format({extension})/2996714/original.jpg",
    "base_url": "http://assets.superbalistcdn.co.za/{size}filters:quality({quality}):format({extension})/2996714/original.jpg",
    "crop_strategy": "",
    "default_serve_extension": "jpg",
    "mime_type": "image/jpeg",
    "type": "PRODUCT IMAGE"
  },
  "assets": [
    {
      "aspect_ratio": 1.44,
      "base_ssl_url": "https://assets.superbalistcdn.co.za/{size}filters:quality({quality}):format({extension})/2996714/original.jpg",
      "base_url": "http://assets.superbalistcdn.co.za/{size}filters:quality({quality}):format({extension})/2996714/original.jpg",
      "crop_strategy": "",
      "default_serve_extension": "jpg",
      "mime_type": "image/jpeg",
      "type": "PRODUCT IMAGE"
    },
    {
      "aspect_ratio": 1.44,
      "base_ssl_url": "https://assets.superbalistcdn.co.za/{size}filters:quality({quality}):format({extension})/2996716/original.jpg",
      "base_url": "http://assets.superbalistcdn.co.za/{size}filters:quality({quality}):format({extension})/2996716/original.jpg",
      "crop_strategy": "",
      "default_serve_extension": "jpg",
      "mime_type": "image/jpeg",
      "type": "PRODUCT IMAGE"
    },
    {
      "aspect_ratio": 1.44,
      "base_ssl_url": "https://assets.superbalistcdn.co.za/{size}filters:quality({quality}):format({extension})/2996717/original.jpg",
      "base_url": "http://assets.superbalistcdn.co.za/{size}filters:quality({quality}):format({extension})/2996717/original.jpg",
      "crop_strategy": "",
      "default_serve_extension": "jpg",
      "mime_type": "image/jpeg",
      "type": "PRODUCT IMAGE"
    },
    {
      "aspect_ratio": 1.44,
      "base_ssl_url": "https://assets.superbalistcdn.co.za/{size}filters:quality({quality}):format({extension})/2996715/original.jpg",
      "base_url": "http://assets.superbalistcdn.co.za/{size}filters:quality({quality}):format({extension})/2996715/original.jpg",
      "crop_strategy": "",
      "default_serve_extension": "jpg",
      "mime_type": "image/jpeg",
      "type": "PRODUCT IMAGE"
    },
    {
      "aspect_ratio": 1.44,
      "base_ssl_url": "https://assets.superbalistcdn.co.za/{size}filters:quality({quality}):format({extension})/2996718/original.jpg",
      "base_url": "http://assets.superbalistcdn.co.za/{size}filters:quality({quality}):format({extension})/2996718/original.jpg",
      "crop_strategy": "",
      "default_serve_extension": "jpg",
      "mime_type": "image/jpeg",
      "type": "PRODUCT IMAGE"
    }
  ],
  "badges": [],
  "designer_name": "Miss Black",
  "id": 953922,
  "indicators": [
    {
      "class": "on-sale",
      "enabled": true,
      "hex": "#da1900",
      "text": "SALE",
      "type": "badge"
    }
  ],
  "is_on_sale": true,
  "organic_ranking": true,
  "path": "/women/shoes/pumps-flats/quebec7-sneaker-black/953922",
  "price_range": {
    "has_discount": true,
    "max": {
      "barcode": "00AC-A559-B04C",
      "discount": "0.00",
      "has_discount": false,
      "price": "99.00",
      "retail_price": "99.00"
    },
    "min": {
      "barcode": "00AC-A559-B04C",
      "discount": "80.00",
      "has_discount": true,
      "price": "99.00",
      "retail_price": "499.00"
    },
    "sku_prices_differs": false
  },
  "publish_date": 1670191200,
  "ribbons": [],
  "short_name": "Quebec7 sneaker - black",
  "variations_label": "",
  "from_url": "https://superbalist.com/search?q=shoe"
}

Each product returned includes 15+ fields capturing pricing, branding, availability, and merchandising data:

Product Identification & Branding

Field	Description & Purpose
ID	Unique Superbalist product identifier; use for deduplication and linking to other databases
Short Name	Product title or short description displayed in search results
Designer Name	Brand or designer associated with the product; critical for brand-level analysis
Path	URL path to the product detail page; enables linking back to Superbalist

Pricing & Availability

Field	Description & Purpose
Price Range	Current product price or price span (if variants exist); essential for price monitoring and competitive analysis
Is On Sale	Boolean flag indicating active promotion; used to track discount activity and seasonal trends
Variations Label	Description of available variants (size, color, etc.); helps identify product breadth and options

Visual & Merchandising

Field	Description & Purpose
Asset	Primary product image URL or asset identifier; used for gallery displays and visual search feeds
Assets	Array of product image URLs; supports multi-image galleries in aggregator platforms
Badges	Visual labels such as "New," "Trending," or "Limited Edition"; indicates merchandising priority
Ribbons	Promotional ribbons or tags (e.g., "Flash Sale," "Exclusive"); captures time-sensitive marketing signals

Ranking & Metadata

Field	Description & Purpose
Organic Ranking	Product position in search results; tracks visibility and algorithmic rank for SEO/merchandising insights
Indicators	Status indicators such as stock level or rating; used to filter or prioritize products
Publish Date	Product listing publication date; useful for age-based analysis and trend tracking

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How to Use

1. Identify target URLs — Navigate Superbalist by category, sub-category, and page number. Copy full URLs from your browser.
2. Build your URL list — Add URLs to the urls array. Include page parameters for pagination (e.g., ?page=1, ?page=2).
3. Configure item limits — Set max_items_per_url to the number of products per page (e.g., 200 for comprehensive collection).
4. Enable error tolerance — Set ignore_url_failures: true to ensure the scraper completes even if a page fails to load.
5. Execute the scrape — Start the actor and monitor progress in the run logs.
6. Export data — Download results in JSON, CSV, or Excel format for analysis.

Best practices:

• Test with a single URL first to verify output structure.
• Use descriptive search URLs (e.g., with filters) to target specific product segments.
• Set max_items_per_url conservatively (50–100) for frequent runs to avoid rate limiting.

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Use Cases & Business Value

• Price intelligence: Monitor competitor pricing, discounts, and sale timing in real-time.
• Product trend analysis: Identify which designers, categories, and badges dominate search results.
• Market research: Build datasets on fashion e-commerce pricing strategies and inventory trends.
• Content feeds: Populate product aggregator sites with current Superbalist inventory and metadata.
• Promotional tracking: Detect new badges, ribbons, and sale flags to identify marketing campaigns.

By automating search result extraction, this scraper transforms hours of manual browsing into actionable, machine-readable data that feeds business intelligence, competitive monitoring, and content platforms.

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Conclusion

The Superbalist Product Search Scraper empowers retailers, researchers, and analysts to capture fashion and beauty product data at scale. With comprehensive output across pricing, branding, and merchandising fields, it delivers the insights needed to stay competitive in fast-moving e-commerce markets. Start scraping today and unlock actionable intelligence from one of Africa's largest online fashion platforms.