Browns Shoes Product Scraper: Extract Footwear Data at Scale

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About Browns Shoes

Browns Shoes is a prominent Canadian footwear retailer offering an extensive selection of designer and everyday shoes for men, women, and children. With hundreds of brands and thousands of SKUs, Browns Shoes catalogs rich product information including detailed descriptions, sizing guides, material specifications, and multi-variant listings. Extracting this data manually is impractical—the Browns Shoes Product Scraper automates collection, enabling competitive analysis, price tracking, and product intelligence at enterprise scale.

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Overview

The Browns Shoes Product Scraper extracts comprehensive product detail pages from brownsshoes.com, transforming retail data into structured, analysis-ready records. It captures 60+ fields per product, including pricing, inventory levels, variants, media assets, and detailed specifications.

Ideal users:

• Price monitoring services tracking footwear trends and competitor pricing
• E-commerce resellers sourcing inventory and market data
• Retail analysts benchmarking product assortment and specifications
• Developers building shoe aggregators or comparison platforms
• Researchers studying footwear retail and consumer trends

Key capabilities:

• Batch processing multiple product URLs in a single run
• Full variant and inventory data extraction
• Material, sizing, and construction detail capture
• Media asset collection (product images and videos)
• Configurable error handling for robust, unattended runs

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Input Format

The scraper accepts a configuration object specifying product URLs and operational parameters:

{
  "urls": [
    "https://www.brownsshoes.com/en/women/shoes/sneakers/product/adidas/samba-og/271900.html?dwvar_271900_color=100",
    "https://www.brownsshoes.com/en/women/shoes/oxfords-and-loafers/product/wishbone/harper/273793.html?dwvar_273793_color=061"
  ],
  "max_items_per_url": 200,
  "ignore_url_failures": true
}

Parameter	Type	Description
urls	Array	Direct links to Browns Shoes product detail pages. Each URL should point to a specific product variant or master listing.
max_items_per_url	Integer	Maximum number of records to extract per URL (e.g., 200 captures variant data comprehensively).
ignore_url_failures	Boolean	If true, the scraper skips failed URLs and continues processing. Set to true for robust batch operations.

Tip: Product URLs may include color or size parameters (e.g., ?dwvar_271900_color=100). The scraper automatically extracts all available variants regardless of the initial URL parameter.

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Output Format

Sample output

{
  "brand": "ADIDAS",
  "currency": "CAD",
  "id": "271900",
  "image_groups": [
    {
      "images": [
        {
          "alt": "SAMBA OG",
          "link": "https://assets.brownsshoes.com/images/catalog2024/277036_1.jpg",
          "title": "SAMBA OG"
        },
        {
          "alt": "SAMBA OG",
          "link": "https://assets.brownsshoes.com/images/catalog2024/277036_2.jpg",
          "title": "SAMBA OG"
        },
        {
          "alt": "SAMBA OG",
          "link": "https://assets.brownsshoes.com/images/catalog2024/277036_3.jpg",
          "title": "SAMBA OG"
        },
        {
          "alt": "SAMBA OG",
          "link": "https://assets.brownsshoes.com/images/catalog2024/277036_5.jpg",
          "title": "SAMBA OG"
        },
        {
          "alt": "SAMBA OG",
          "link": "https://assets.brownsshoes.com/images/catalog2024/277036_6.jpg",
          "title": "SAMBA OG"
        }
      ],
      "view_type": "original"
    }
  ],
  "inventory": {
    "ats": 596,
    "backorderable": false,
    "id": "brownsshoes-inventory",
    "orderable": true,
    "preorderable": false,
    "stock_level": 549
  },
  "long_description": "<div class=\"bs-attributes bs-long-description\"><p class=\"bs-p value content bs-font--nimbussannovt-medi\">Born on the pitch, the Samba is a timeless icon of street style. This silhouette stays true to its legacy with a tasteful, low-profile making it a staple in everyone's closet - on and off the pitch.\r\n</p></div>",
  "master": {
    "master_id": "271900",
    "orderable": true,
    "price": 69.98
  },
  "min_order_quantity": 1,
  "name": "SAMBA OG",
  "page_meta_tags": [
    {
      "type": "property",
      "id": "og:image",
      "value": "https://assets.brownsshoes.com/images/catalog2024/277036_1.jpg"
    },
    {
      "type": "property",
      "id": "og:image:alt",
      "value": "SAMBA OG"
    },
    {
      "type": "property",
      "id": "og:type",
      "value": "product"
    },
    {
      "type": "property",
      "id": "og:site_name",
      "value": "BrownsShoes"
    },
    {
      "type": "name",
      "id": "keywords",
      "value": "BrownsShoes"
    },
    {
      "type": "property",
      "id": "og:title",
      "value": "ADIDAS SAMBA OG | BrownsShoes"
    },
    {
      "type": "property",
      "id": "og:locale",
      "value": "en"
    },
    {
      "type": "name",
      "id": "description",
      "value": "Shop ADIDAS SAMBA OG for women at Browns Shoes. Discover the best brands and head-turning styles. Free shipping on all orders."
    },
    {
      "type": "name",
      "id": "robots",
      "value": "index, follow"
    },
    {
      "type": "title",
      "id": "title",
      "value": "ADIDAS SAMBA OG | Browns Shoes"
    }
  ],
  "price": 69.98,
  "price_max": 130,
  "price_per_unit": 69.98,
  "price_per_unit_max": 130,
  "price_ranges": [
    {
      "max_price": 160,
      "min_price": 130,
      "pricebook": "brownsshoes-east-list-prices"
    },
    {
      "max_price": 129.98,
      "min_price": 69.98,
      "pricebook": "brownsshoes-east-sale-prices"
    }
  ],
  "primary_category_id": "1107",
  "short_description": "<div class=\"bs-description-and-detail description-and-detail\">\r\n        <div class=\"bs-collapse-content details\">\r\n            <p class=\"title bs-font--nimbussannovt-medi bs-text-uppercase bs-title-sm bs-cursor-pointer\">Details</p>\r\n            <div class=\"bs-p value content\">\r\n                <ul>\r\n                    <li>Sizing information: True to size</li><li>Material: Leather/Nubuck</li><li>Sole: Rubber</li><li>Insole: Textile</li><li>Heel height: 20mm</li><li>Platform height: 15mm</li><li>Closure: Lace up</li><li>Removable Insole</li>\r\n                </ul>\r\n            </div>\r\n        </div>\r\n        <div class=\"bs-collapse-content details collapsible-xxl\">\r\n            <p class=\"title bs-font--nimbussannovt-medi bs-text-uppercase bs-title-sm bs-cursor-pointer\">Shipping &amp; Returns</p>\r\n            <p class=\"bs-p value content\">\r\n                Free shipping on all order. Wrong size or style or simply a change of heart? Visit your local Browns or B2 location for a quick and easy exchange or return, or visit our online returns portal.\r\n            </p>\r\n        </div>\r\n    </div>",
  "slug_url": "https://www.brownsshoes.com/en/women/shoes/sneakers/product/adidas/samba-og/271900.html",
  "step_quantity": 1,
  "type": {
    "master": true
  },
  "unit_quantity": 0,
  "variants": [
    {
      "name": "SAMBA OG",
      "orderable": false,
      "price": 130,
      "product_id": "11266529",
      "tiered_prices": [
        {
          "price": 130,
          "pricebook": "brownsshoes-east-list-prices",
          "quantity": 1
        }
      ],
      "variation_values": {
        "color": "043",
        "size": "5"
      }
    }
  ],
  "variation_attributes": [
    {
      "id": "color",
      "name": "Colour",
      "values": [
        {
          "name": "GOLD",
          "orderable": true,
          "value": "005"
        },
        {
          "name": "SILVER",
          "orderable": false,
          "value": "007"
        },
        {
          "name": "BLACK & COLOUR",
          "orderable": false,
          "value": "014"
        },
        {
          "name": "BLACK",
          "orderable": true,
          "value": "016"
        },
        {
          "name": "BLACK & COLOUR",
          "orderable": true,
          "value": "017"
        },
        {
          "name": "BLACK",
          "orderable": true,
          "value": "018"
        },
        {
          "name": "BLUE",
          "orderable": false,
          "value": "023"
        },
        {
          "name": "BLUE",
          "orderable": false,
          "value": "026"
        },
        {
          "name": "BROWN",
          "orderable": false,
          "value": "033"
        },
        {
          "name": "WHITE",
          "orderable": true,
          "value": "043"
        },
        {
          "name": "WHITE & COLOUR",
          "orderable": false,
          "value": "044"
        },
        {
          "name": "WHITE SUEDE",
          "orderable": false,
          "value": "045"
        },
        {
          "name": "WHITE FABRIC",
          "orderable": true,
          "value": "046"
        },
        {
          "name": "WHITE REAL ANIMAL",
          "orderable": true,
          "value": "048"
        },
        {
          "name": "ORANGE",
          "orderable": false,
          "value": "056"
        },
        {
          "name": "OFF WHITE",
          "orderable": true,
          "value": "061"
        },
        {
          "name": "BEIGE",
          "orderable": false,
          "value": "063"
        },
        {
          "name": "TAUPE",
          "orderable": false,
          "value": "066"
        },
        {
          "name": "BURGUNDY",
          "orderable": false,
          "value": "081"
        },
        {
          "name": "RED",
          "orderable": false,
          "value": "082"
        },
        {
          "name": "RED",
          "orderable": false,
          "value": "083"
        },
        {
          "name": "PURPLE",
          "orderable": false,
          "value": "087"
        },
        {
          "name": "LEOPARD",
          "orderable": false,
          "value": "090"
        },
        {
          "name": "GREEN",
          "orderable": false,
          "value": "093"
        },
        {
          "name": "BLACK & WHITE",
          "orderable": true,
          "value": "100"
        },
        {
          "name": "WHITE & GREY",
          "orderable": false,
          "value": "106"
        },
        {
          "name": "WHITE & BEIGE",
          "orderable": false,
          "value": "108"
        },
        {
          "name": "WHITE & SILVER",
          "orderable": false,
          "value": "110"
        },
        {
          "name": "WHITE & PURPLE",
          "orderable": false,
          "value": "111"
        },
        {
          "name": "MAROON",
          "orderable": false,
          "value": "118"
        },
        {
          "name": "BLACK & PINK",
          "orderable": false,
          "value": "119"
        },
        {
          "name": "SILVER & WHITE",
          "orderable": false,
          "value": "123"
        }
      ]
    }
  ],
  "c_embed_mobile_video_url": "https://player.vimeo.com/video/1092484171",
  "c_embed_video_url": "https://player.vimeo.com/video/1092487480",
  "c_first_receipt_master": "2023-06-19",
  "c_first_receipt_new_var": "2026-06-04",
  "c_gender": [
    "Women"
  ],
  "c_in_stock_variations": 0,
  "c_on_sale": true,
  "c_percent_fully_stocked": 0,
  "c_percent_in_stock": 0,
  "c_primary_categories": [
    "Sneakers"
  ],
  "c_product_description": "Stride into the scene with the Samba OG shoes, a classic adidas Originals piece. These street-ready, low-top shoes feature a premium upper, combined with a durable rubber outsole for lasting comfort. With suede detailing and colourful stripes, these lace-up shoes add a vibrant touch to any outfit, making them an essential addition to your lifestyle wardrobe.",
  "c_qty_in_stock": 0,
  "c_saleorder2": "0010",
  "c_sales_qty_month_stores": 0,
  "c_sales_qty_season_stores": 0,
  "c_sales_qty_week_stores": 0,
  "c_sales_qty_year_stores": 0,
  "c_seo_product_name": "ADIDAS SAMBA OG",
  "c_shoe_care_sku": "11340544,11343619,11343630",
  "c_size_price_range": false,
  "c_sizing_information": "True to size",
  "c_style_category": [
    "Weekend"
  ],
  "c_video_format": "landscape",
  "c_video_position": 2,
  "c_variation_attributes": [
    {
      "id": "color",
      "name": {
        "en": "Colour"
      },
      "values": [
        {
          "id": "color",
          "name": {
            "en": "GOLD"
          },
          "orderable": true,
          "variation_attribute_value": "005",
          "value": "gold metallic/cloud white/core white",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "SILVER"
          },
          "orderable": false,
          "variation_attribute_value": "007",
          "value": "silver metallic/cloud white/gum",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "BLACK & COLOUR"
          },
          "orderable": false,
          "variation_attribute_value": "014",
          "value": "core black/green/grey six",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "BLACK"
          },
          "orderable": true,
          "variation_attribute_value": "016",
          "value": "core black/core black/off white",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "BLACK & COLOUR"
          },
          "orderable": true,
          "variation_attribute_value": "017",
          "value": "core black/core black/cloud white",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "BLACK"
          },
          "orderable": true,
          "variation_attribute_value": "018",
          "value": "core black/off white/gum",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "BLUE"
          },
          "orderable": false,
          "variation_attribute_value": "023",
          "value": "night indigo/cream white/gold metallic",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "BLUE"
          },
          "orderable": false,
          "variation_attribute_value": "026",
          "value": "lucid blue/night indigo/gum",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "BROWN"
          },
          "orderable": false,
          "variation_attribute_value": "033",
          "value": "earth strata/cloud white/gold metallic",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "WHITE"
          },
          "orderable": true,
          "variation_attribute_value": "043",
          "value": "cloud white/core black/clear granite",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "WHITE & COLOUR"
          },
          "orderable": false,
          "variation_attribute_value": "044",
          "value": "cloud white/eqt orange/off white",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "WHITE SUEDE"
          },
          "orderable": false,
          "variation_attribute_value": "045",
          "value": "cloud white/legacy teal/wonder white",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "WHITE FABRIC"
          },
          "orderable": true,
          "variation_attribute_value": "046",
          "value": "crystal white/core white/silver metallic",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "WHITE REAL ANIMAL"
          },
          "orderable": true,
          "variation_attribute_value": "048",
          "value": "cloud white/maroon/gum",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "ORANGE"
          },
          "orderable": false,
          "variation_attribute_value": "056",
          "value": "collegiate orange/cream white/gum",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "OFF WHITE"
          },
          "orderable": true,
          "variation_attribute_value": "061",
          "value": "off white/off white/crystal linen",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "BEIGE"
          },
          "orderable": false,
          "variation_attribute_value": "063",
          "value": "cream white/core black/sand strata",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "TAUPE"
          },
          "orderable": false,
          "variation_attribute_value": "066",
          "value": "wonder taupe/cloud white/gold metallic",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "BURGUNDY"
          },
          "orderable": false,
          "variation_attribute_value": "081",
          "value": "maroon/off white/gum",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "RED"
          },
          "orderable": false,
          "variation_attribute_value": "082",
          "value": "shadow red/maroon/gum",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "RED"
          },
          "orderable": false,
          "variation_attribute_value": "083",
          "value": "better scarlet/cloud white/gold metallic",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "PURPLE"
          },
          "orderable": false,
          "variation_attribute_value": "087",
          "value": "maroon/rich mauve/gum",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "LEOPARD"
          },
          "orderable": false,
          "variation_attribute_value": "090",
          "value": "core black/preloved red/cream white",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "GREEN"
          },
          "orderable": false,
          "variation_attribute_value": "093",
          "value": "cream white/cream white/collegiate green",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "BLACK & WHITE"
          },
          "orderable": true,
          "variation_attribute_value": "100",
          "value": "core black/cloud white/clear granite",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "WHITE & GREY"
          },
          "orderable": false,
          "variation_attribute_value": "106",
          "value": "cloud white/collegiate green/grey two",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "WHITE & BEIGE"
          },
          "orderable": false,
          "variation_attribute_value": "108",
          "value": "off white/earth strata/gum",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "WHITE & SILVER"
          },
          "orderable": false,
          "variation_attribute_value": "110",
          "value": "cloud white/silver metallic/grey one",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "WHITE & PURPLE"
          },
          "orderable": false,
          "variation_attribute_value": "111",
          "value": "cloud white/alumina/aurora plum",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "MAROON"
          },
          "orderable": false,
          "variation_attribute_value": "118",
          "value": "maroon/cream white/gold metallic",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "BLACK & PINK"
          },
          "orderable": false,
          "variation_attribute_value": "119",
          "value": "core black/wonder mauve/night indigo",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "SILVER & WHITE"
          },
          "orderable": false,
          "variation_attribute_value": "123",
          "value": "silver metallic/cloud white/core white",
          "coming_back_soon": false
        }
      ]
    }
  ],
  "c_short_description": "<div class=\"bs-description-and-detail description-and-detail\">\n        <div class=\"bs-collapse-content details\">\n            <p class=\"title bs-font--nimbussannovt-medi bs-text-uppercase bs-title-sm bs-cursor-pointer\">Details</p>\n            <div class=\"bs-p value content\">\n                <ul>\n                    <li>Sizing information: True to size</li><li>Material: Leather/Nubuck</li><li>Lining: Synthetic</li><li>Sole: Rubber</li><li>Insole: Textile</li><li>Heel height: 20mm</li><li>Platform height: 15mm</li><li>Closure: Lace up</li><li>Removable Insole</li>\n                </ul>\n            </div>\n        </div>\n        <div class=\"bs-collapse-content details collapsible-xxl\">\n            <p class=\"title bs-font--nimbussannovt-medi bs-text-uppercase bs-title-sm bs-cursor-pointer\">Shipping &amp; Returns</p>\n            <p class=\"bs-p value content\">\n                Free shipping on all order. Wrong size or style or simply a change of heart? Visit your local Browns or B2 location for a quick and easy exchange or return, or visit our online returns portal.\n            </p>\n        </div>\n    </div>",
  "c_product_features": [
    "Iconic low-top design with timeless retro appeal.",
    "Heritage soccer-inspired sneaker from the Adidas archives.",
    "Leather upper and nubuck toe cap for premium style and durability",
    "Suede overlays provide added texture and reinforcement.",
    "Versatile sneaker perfect for casual or streetwear.",
    "Heritage soccer-inspired sneaker from the Adidas archives",
    "Full-grain leather upper for premium style and durability",
    "Suede overlays provide added texture and reinforcement",
    "Versatile sneaker perfect for casual or streetwear"
  ],
  "c_product_attributes_display": [
    "Leather"
  ],
  "c_style": "ADID-0052-01-1",
  "c_price": 130,
  "c_tiered_prices": [
    {
      "price": 130,
      "pricebook": "brownsshoes-east-list-prices",
      "quantity": 1
    }
  ],
  "c_material": [
    "Leather",
    "Nubuck"
  ],
  "c_lining_material": "Synthetic",
  "c_sole_material": "Rubber",
  "c_insole_material": "Textile",
  "c_heelheight": "20mm",
  "c_platform_thickness": "15mm",
  "c_closure": [
    "Lace up"
  ],
  "c_insole_special_feature": [
    "Removable"
  ],
  "c_toe": "Round toe",
  "c_default_variant_id": "11353891",
  "c_product_categories": [
    "SLIM-SNEAKERS",
    "TESTSNEAKERS-PLP",
    "THE-HOLIDAY-SHOP",
    "SUMMERSHOP25-W",
    "SLIM-SNEAKERS-W",
    "NewArrivals-1",
    "sale-extra20-w",
    "sale-11",
    "sale-10",
    "1107",
    "10",
    "NEUTRALS-W",
    "adidas",
    "FESTIVAL",
    "SNEAKER-EDIT-1",
    "SUMMER_SHOP",
    "SNEAKER-EDIT-W-1",
    "SNEAKER-EDIT-BRANDS-1",
    "sale-extra20",
    "ANIMAL_PRINT",
    "PRE-FALL25",
    "sale-5080-w",
    "ONLINE-EXCLUSIVES-W",
    "NEWARRIVALS-W1",
    "NEUTRALS",
    "MOTHERSDAY",
    "NEWARRWOMEN",
    "UNDER-THE-TREE-W",
    "UNDER-THE-TREE",
    "sale-11107",
    "SNEAKER-EDIT-W",
    "SUMMER_SHOP_W",
    "1",
    "11",
    "sneakers-retro-w",
    "sneakers-white-w",
    "sale",
    "sale-1",
    "SNEAKER-EDIT",
    "adidas-Women",
    "EDITORS_PICKS",
    "SUMMER_SHOP_W_CANVAS",
    "sneakers-atheisure-w",
    "Sneakers-W",
    "PRE-FALL-W",
    "SNEAKER-EDIT-W-1-WHITE",
    "EXTRA-40",
    "EXTRA-40-W",
    "PRE-FALL25-W",
    "THEHOLIDAYSHOP-W"
  ]
}

Each scraped product returns a detailed record with 60+ fields organized into logical groups:

Core Product Information

Field	Meaning	Example
ID	Unique product ID in Browns Shoes system	271900
Name	Official product name	Adidas Samba OG
Slug URL	URL-friendly product identifier	adidas-samba-og
Brand	Manufacturer or designer name	Adidas, Nike, Veja
Type	Product category classification	Sneakers, Oxfords, Ballerinas
Style	Style designation or line name	Classic, Contemporary, Heritage
Default Variant ID	Primary variant identifier	Used for default product view

Pricing & Currency

Field	Meaning
Price	Current retail price in primary currency
Price Max	Maximum price across all variants
Price Per Unit	Unit price (relevant for bulk orders)
Price Per Unit Max	Maximum unit price
Price Ranges	All price points across variants
Tiered Prices	Volume discount pricing tiers
Currency	Pricing currency (typically CAD)
On Sale	Boolean flag if product has active discount

Inventory & Stock Status

Field	Meaning
Inventory	Current stock levels by variant
Quantity In Stock	Total units available
Percent In Stock	Percentage of variants in stock
Percent Fully Stocked	Percentage at full inventory
In Stock Variations	Count of in-stock variant options
Min Order Quantity	Minimum purchase requirement
Step Quantity	Quantity increment for ordering
Unit Quantity	Base unit quantity for pricing

Detailed Descriptions & Content

Field	Meaning
Short Description	Brief product summary (typically 1-2 sentences)
Long Description	Full HTML product description with features and benefits
Product Description	Plain-text version of the full description
Product Features	Bulleted list of key features and selling points
Sizing Information	Detailed size conversion charts and fit guidance
SEO Product Name	Optimized product name for search visibility

Material & Construction Specifications

Field	Meaning	Example
Material	Primary upper material	Leather, Canvas, Mesh
Lining Material	Interior lining composition	Textile, Leather, Synthetic
Sole Material	Outsole composition	Rubber, EVA, Synthetic
Insole Material	Insole substance	Leather, Memory Foam, EVA
Heel Height	Heel elevation in inches or cm	1.5", Flat
Platform Thickness	Platform sole depth specification	0.5", Flat
Closure	Fastening method	Lace, Zipper, Slip-on, Buckle
Insole Special Feature	Cushioning or support technology	Arch Support, Padded, Removable
Toe	Toe box shape descriptor	Round, Pointed, Square, Almond

Category & Classification

Field	Meaning
Primary Category ID	Numeric category identifier
Primary Categories	Main category path (e.g., Women > Shoes > Sneakers)
Style Category	Style-based grouping
Gender	Target gender (Men, Women, Unisex, Kids)
Product Categories	All applicable category tags

Variants & Options

Field	Meaning
Variants	Complete list of variant objects (color, size, width)
Variation Attributes	Attribute names available for this product (e.g., color, size)
Master	Master product record if applicable

Media Assets

Field	Meaning
Image Groups	All product images organized by type (primary, alternate, swatch)
Embed Video URL	Link to product video for desktop viewing
Embed Mobile Video URL	Mobile-optimized video URL
Video Format	Video codec/container type
Video Position	Placement of video in product gallery

SEO & Metadata

Field	Meaning
Page Meta Tags	Meta descriptions, keywords, Open Graph data
Slug URL	SEO-friendly URL slug

Sales & Stock Intelligence

Field	Meaning
Sales Qty Week Stores	Units sold this week across locations
Sales Qty Month Stores	Monthly sales volume
Sales Qty Season Stores	Seasonal sales metrics
Sales Qty Year Stores	Annual sales figures
First Receipt Master	Initial inventory receipt date
First Receipt New Var	New variant introduction date
Sale Order 2	Secondary sales tier indicator

Additional Attributes

Field	Meaning
Shoe Care SKU	Related care product identifiers
Size Price Range	Price variation by size

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How to Use

1. Identify product URLs — Browse brownsshoes.com and gather product detail page URLs. You can target specific color/size variants, or provide master product URLs to capture all variants automatically.

2. Build your URL list — Paste URLs into the urls array one by one, or bulk-edit to add many at once:

   https://www.brownsshoes.com/en/women/shoes/sneakers/product/adidas/samba-og/271900.html?dwvar_271900_color=100
   https://www.brownsshoes.com/en/women/shoes/oxfords-and-loafers/product/wishbone/harper/273793.html?dwvar_273793_color=061
   

3. Set parameters — Leave max_items_per_url at 200 to capture all variants, or reduce it for faster sampling. Set ignore_url_failures: true to skip broken links without halting the run.

4. Execute the scrape — Start the scraper and monitor progress in the run log. The scraper handles pagination and variant enumeration automatically.

5. Export & analyze — Download results as JSON, CSV, or Excel. Variants appear as nested records or flattened rows, depending on export format.

Troubleshooting:

• If a product URL returns minimal data, verify it is a product detail page (not a category or search result).
• Ensure URLs include the correct region path (e.g., /en/) to match your target market.
• For large runs (100+ URLs), consider splitting into batches to monitor progress.

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Use Cases & Business Value

Price Monitoring: Track shoe prices across Brown's product range to identify markdowns, seasonal discounts, and competitive positioning.

Inventory Intelligence: Monitor stock levels and variant availability to understand demand patterns and supply constraints.

Competitive Analysis: Scrape Browns Shoes alongside other retailers to benchmark pricing, assortment, and brand positioning in the footwear market.

Product Aggregation: Feed Browns Shoes product data into your own comparison platform, inventory system, or recommendation engine.

Market Research: Analyze material trends, sizing availability, and price ranges across shoe categories to inform sourcing or merchandising decisions.

By automating data extraction, the Browns Shoes Product Scraper delivers insights in hours that would take weeks to compile manually—unlocking competitive advantages in pricing strategy, assortment planning, and market intelligence.

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Conclusion

The Browns Shoes Product Scraper provides comprehensive, structured access to one of Canada's premier footwear retailers. With 60+ fields per product—from pricing and inventory to detailed material specifications—it enables price monitoring, competitive analysis, and product research at scale. Whether you're a reseller, analyst, or researcher, this scraper transforms Browns Shoes into actionable business intelligence.