Max Fashion Product Search Scraper: Extract Fashion Data at Scale

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What Is Max Fashion?

Max Fashion is a major online fashion retailer serving the Middle East region, offering apparel, footwear, and accessories across multiple categories. The platform hosts thousands of active product listings updated regularly with new collections, seasonal sales, and pricing changes. Manually extracting product data from search results is inefficient; the Max Fashion Product Search Scraper automates this workflow, delivering structured product intelligence for e-commerce professionals, researchers, and developers.

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Overview

The Max Fashion Product Search Scraper extracts product data from Max Fashion search results and category pages, transforming HTML listings into clean, structured records. It captures 45+ fields per product, including pricing variants, images, inventory status, and SKU information.

Ideal for:

• Price monitoring services tracking fashion retail trends and competitor pricing
• E-commerce aggregators building multi-retailer product catalogs
• Market researchers analyzing fashion consumer demand and inventory patterns
• Retail analytics teams benchmarking assortment and promotion strategies

The scraper handles pagination, respects rate limits, and provides granular control over data collection volume.

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Input Format

The scraper accepts a JSON configuration specifying which product pages to scrape and collection limits:

{
  "urls": [
    "https://www.maxfashion.com/ae/en/c/mxwomen-clothing?p=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Input Parameters

Parameter	Type	Description
urls	Array	Direct links to Max Fashion product search or category pages. Supports paginated URLs (e.g., ?p=2). One URL per entry.
max_items_per_url	Integer	Maximum products extracted per URL (range: 1–200). Higher values capture more products but increase run time.
ignore_url_failures	Boolean	If true, the scraper continues if a URL fails. If false, the run stops on first failure. Recommended: true for bulk operations.

Pro tip: Use paginated category URLs (e.g., ?p=1, ?p=2) to systematically collect entire product ranges. Set max_items_per_url to 200 for complete page captures.

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Output Format

Sample output

{
  "low_price": 80,
  "low_sale_price": 80,
  "sale_price": 80,
  "title": "Printed Tiered Sleeveless Dress",
  "pid": "B26WUBNFSDOL104BLUEMULTISHADE",
  "price": 80,
  "url": "/buy-printed-tiered-sleeveless-dress/p/B26WUBNFSDOL104BLUEMULTISHADE",
  "sale_price_range": [
    80,
    80
  ],
  "thumb_image": "https://media.maxfashion.com/i/max/B26WUBNFSDOL104BLUEMULTISHADE-B26WUBNFSDOL104-MXSPR26040126_07-2100.jpg?v=1",
  "description": {
    "en": "Printed Tiered Sleeveless Dress"
  },
  "price_range": [
    80,
    80
  ],
  "brand": "MAX",
  "breadcrumb_categories": [
    "mxwomen-clothing#Clothing",
    "mxwomen-clothing-dressesandjumpsuits#Dresses & Jumpsuits",
    "mxwomen#Women",
    "mxwomen-clothing-dressesandjumpsuits-midi#Midi"
  ],
  "category_facet_value": [
    "01#mxwomen#Women#false#https://media.maxfashion.com/i/max/mxwomen.jpg",
    "02#mxwomen-clothing#Clothing#false#https://media.maxfashion.com/i/max/mxwomen-clothing",
    "03#mxwomen-clothing-dressesandjumpsuits#Dresses & Jumpsuits#false#https://media.maxfashion.com/i/max/mxwomen-clothing-dressesandjumpsuits",
    "04#mxwomen-clothing-dressesandjumpsuits-midi#Midi#false#https://media.maxfashion.com/i/max/mxwomen-clothing-dressesandjumpsuits-midi"
  ],
  "base_product_id": "01KJV1R4M9EAJ011918AMF18TJ",
  "material_composition_all": [
    "100% قطن",
    "100% Cotton"
  ],
  "size_all": [
    "S",
    "XL",
    "XS",
    "L",
    "M"
  ],
  "manufacturer_name_all": [
    "ماكس",
    "MAX"
  ],
  "gallery_images": [
    {
      "type": "IMAGE",
      "url": "https://media.maxfashion.com/i/max/B26WUBNFSDOL104BLUEMULTISHADE-B26WUBNFSDOL104-MXSPR26040126_07-2100.jpg?v=1"
    },
    {
      "type": "IMAGE",
      "url": "https://media.maxfashion.com/i/max/B26WUBNFSDOL104BLUEMULTISHADE-B26WUBNFSDOL104-MXSPR26040126_08-2100.jpg?v=1"
    },
    {
      "type": "IMAGE",
      "url": "https://media.maxfashion.com/i/max/B26WUBNFSDOL104BLUEMULTISHADE-B26WUBNFSDOL104-MXSPR26040126_01-2100.jpg?v=1"
    },
    {
      "type": "IMAGE",
      "url": "https://media.maxfashion.com/i/max/B26WUBNFSDOL104BLUEMULTISHADE-B26WUBNFSDOL104-MXSPR26040126_02-2100.jpg?v=1"
    },
    {
      "type": "IMAGE",
      "url": "https://media.maxfashion.com/i/max/B26WUBNFSDOL104BLUEMULTISHADE-B26WUBNFSDOL104-MXSPR26040126_03-2100.jpg?v=1"
    },
    {
      "type": "IMAGE",
      "url": "https://media.maxfashion.com/i/max/B26WUBNFSDOL104BLUEMULTISHADE-B26WUBNFSDOL104-MXSPR26040126_04-2100.jpg?v=1"
    },
    {
      "type": "IMAGE",
      "url": "https://media.maxfashion.com/i/max/B26WUBNFSDOL104BLUEMULTISHADE-B26WUBNFSDOL104-MXSPR26040126_05-2100.jpg?v=1"
    },
    {
      "type": "IMAGE",
      "url": "https://media.maxfashion.com/i/max/B26WUBNFSDOL104BLUEMULTISHADE-B26WUBNFSDOL104-MXSPR26040126_06-2100.jpg?v=1"
    }
  ],
  "concept_all": [
    "ماكس",
    "MAX"
  ],
  "sku_list": [
    "B26WUBNFSDOL104-MXSPR26040126",
    "169193080",
    "169193081",
    "169193082",
    "169193078",
    "169193079"
  ],
  "product_type": "VARIANT_BASED",
  "color_all": [
    "أزرق",
    "Blue"
  ],
  "sku_code": "B26WUBNFSDOL104-MXSPR26040126",
  "employee_price": 64,
  "variants": [
    {
      "sku_price": 80,
      "sku_sale_price": 80,
      "skuid": "169193078",
      "employee_price": [
        64
      ]
    },
    {
      "sku_price": 80,
      "sku_sale_price": 80,
      "skuid": "169193079",
      "employee_price": [
        64
      ]
    },
    {
      "sku_price": 80,
      "sku_sale_price": 80,
      "skuid": "169193080",
      "employee_price": [
        64
      ]
    },
    {
      "sku_price": 80,
      "sku_sale_price": 80,
      "skuid": "169193081",
      "employee_price": [
        64
      ]
    },
    {
      "sku_price": 80,
      "sku_sale_price": 80,
      "skuid": "169193082",
      "employee_price": [
        64
      ]
    }
  ],
  "name": {
    "en": "Printed Tiered Sleeveless Dress"
  },
  "advanced_tags": {
    "en": []
  },
  "thumbnail_img": "https://media.maxfashion.com/i/max/B26WUBNFSDOL104BLUEMULTISHADE-B26WUBNFSDOL104-MXSPR26040126_07-2100.jpg?v=1",
  "primary_asset_content_url": "https://media.maxfashion.com/i/max/B26WUBNFSDOL104BLUEMULTISHADE-B26WUBNFSDOL104-MXSPR26040126_07-2100.jpg?v=1",
  "sibling_items": [],
  "was_price": 80,
  "uri": "/buy-printed-tiered-sleeveless-dress/p/B26WUBNFSDOL104BLUEMULTISHADE",
  "product_id": "01KJV1R4M9EAJ011918AMF18TJ",
  "object_id": null,
  "sku": "B26WUBNFSDOL104BLUEMULTISHADE",
  "percentage_discount": 0,
  "in_stock": 1,
  "color": {
    "en": "Blue",
    "ar": "أزرق"
  },
  "sibling": [],
  "currency": "",
  "child_details": [
    {
      "price": 80,
      "was_price": 80,
      "sku": "169193078",
      "in_stock": 1
    },
    {
      "price": 80,
      "was_price": 80,
      "sku": "169193079",
      "in_stock": 1
    },
    {
      "price": 80,
      "was_price": 80,
      "sku": "169193080",
      "in_stock": 1
    },
    {
      "price": 80,
      "was_price": 80,
      "sku": "169193081",
      "in_stock": 1
    },
    {
      "price": 80,
      "was_price": 80,
      "sku": "169193082",
      "in_stock": 1
    }
  ],
  "brand_display_value": {
    "en": "MAX",
    "ar": "ماكس"
  },
  "all_categories": [
    "mxwomen-clothing",
    "mxwomen-clothing-dressesandjumpsuits",
    "mxwomen",
    "mxwomen-clothing-dressesandjumpsuits-midi"
  ],
  "concept": {
    "en": "MAX",
    "ar": "ماكس"
  },
  "from_url": "https://www.maxfashion.com/ae/en/c/mxwomen-clothing?p=2"
}

Each scraped product returns 45+ enriched fields spanning pricing, images, variants, and metadata:

Pricing & Discounts

Field	Meaning
Price	Current product price in local currency
Sale Price	Discounted price during promotions
Low Price	Lowest available variant price
Low Sale Price	Lowest sale price across variants
Was Price	Original price before discount
Price Range	Min–max price for variant options
Sale Price Range	Min–max sale price range
Percentage Discount	Calculated discount percentage (e.g., 25%)
Currency	Currency code (e.g., AED, USD)
Employee Price	Special employee or staff pricing tier

Product Identification

Field	Meaning
Title	Product name as displayed
Name	Alternate product name field
PID	Primary internal product ID
Product ID	Full product identifier
Base Product ID	Parent/base product ID (for grouped variants)
SKU	Stock Keeping Unit — unique inventory code
SKU Code	Standardized SKU format
SKU List	Array of all SKU codes for variants
URL	Canonical product page URL
URI	Product URI for API lookups
Object ID	System-level unique identifier

Imagery & Content

Field	Meaning
Thumb Image	Thumbnail image URL (small size)
Thumbnail Image	Alternative thumbnail field
Gallery Images	Array of all product image URLs (multiple angles/colors)
Primary Asset Content URL	High-resolution primary product image
Description	Full product description (HTML or plain text)

Attributes & Variants

Field	Meaning
Color	Primary product color
Color All	All available color options (array)
Size All	Available sizes (e.g., XS, S, M, L, XL)
Material Composition All	Fabric/material details (e.g., 100% Cotton)
Product Type	Category type (e.g., T-shirt, Jeans, Dress)
Variants	Array of product variants with attributes
Sibling Items	Related products (color/size variants)
Sibling	Alternate variant identifier
Child Details	Details of variant children/sub-products
Concept All	Product concept or line (e.g., casual, formal)
Concept	Primary concept classification

Classification & Organization

Field	Meaning
Brand	Product brand name
Brand Display Value	Formatted brand display text
Breadcrumb Categories	Full category path (e.g., Women > Clothing > Dresses)
Category Facet Value	Specific category facet for filtering
All Categories	Complete list of applicable categories
Manufacturer Name All	Manufacturer/supplier details
Advanced Tags	Custom tags for advanced filtering (trend, material, etc.)

Inventory & Availability

Field	Meaning
In Stock	Boolean or quantity indicating stock availability

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How to Use

1. Gather URLs — Navigate to Max Fashion, use filters (category, price, brand), and copy the resulting search URL including pagination parameters (e.g., ?p=1, ?p=2).
2. Configure input — Paste URLs into the urls array. Set max_items_per_url based on desired volume (e.g., 50 for sample, 200 for comprehensive collection).
3. Set resilience — Keep ignore_url_failures: true to skip problematic pages without stopping the entire run.
4. Execute — Start the scraper and monitor progress in the logs.
5. Export & analyze — Download results as JSON, CSV, or Excel. Import into analytics tools or databases.

Common scenarios:

• Monitoring competitor pricing across seasons
• Building real-time price comparison datasets
• Analyzing inventory turnover by color and size
• Tracking promotion frequency and discount depth

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Business Applications

• Price intelligence: Monitor Max Fashion's pricing strategy, discount patterns, and seasonal adjustments against competitors.
• Inventory insights: Track product availability, popular sizes/colors, and stock-out patterns to identify demand trends.
• Assortment planning: Analyze category depth, brand mix, and new product launches to inform retail strategy.
• Fashion analytics: Study color trends, material preferences, and seasonal shifts in the Middle East fashion market.

The scraper transforms manual data collection from hours into minutes, enabling faster decision-making and competitive advantage.

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Conclusion

The Max Fashion Product Search Scraper is a powerful tool for anyone requiring fashion retail data at scale. With 45+ enriched fields and flexible pagination support, it streamlines price monitoring, competitive research, and market analysis. Start scraping today and unlock actionable insights from Max Fashion's extensive catalog.