Brown's Shoes Product Search Scraper: Extract Footwear Data Fast

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What Is Brown's Shoes?

Brown's Shoes (brownsshoes.com) is an established online retailer specializing in quality footwear and accessories. The platform offers thousands of products across men's, women's, and children's categories, with rich product pages featuring detailed descriptions, multiple images, variants, and pricing. Manually collecting this product data from category pages is tedious and error-prone — the Brown's Shoes Product Search Scraper automates extraction, delivering clean, structured product records in seconds.

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Overview

The Brown's Shoes Product Scraper extracts product listings from Brown's Shoes category and search pages, converting dynamic product tiles into standardized, queryable records. It is designed for:

• E-commerce analysts tracking product availability and pricing trends
• Competitors monitoring pricing strategies and assortment
• Resellers sourcing inventory data or dropshipping catalogs
• Researchers studying fashion/footwear retail markets

Key strengths include flexible URL configuration, configurable item limits, and robust error handling via ignore_url_failures to ensure uninterrupted data collection.

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Input Format

The scraper accepts a JSON configuration object:

{
  "urls": [
    "https://www.brownsshoes.com/en/women",
    "https://www.brownsshoes.com/en/men"
  ],
  "max_items_per_url": 200,
  "ignore_url_failures": true
}

Field	Type	Description
urls	Array	Direct links to Brown's Shoes category or search result pages. Paste one URL per line. Examples: /en/women, /en/men, or filtered search pages with parameters.
max_items_per_url	Integer	Maximum number of products extracted per URL (e.g., 200). Useful for controlling dataset size or testing.
ignore_url_failures	Boolean	If true, the scraper continues running if some URLs fail to load. If false, the run stops at the first error. Recommended: true for bulk operations.

Tip: Use category pages (e.g., /en/women) or apply filters in the URL for targeted scraping (e.g., by size, color, or price range).

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Output Format

Sample output

{
  "currency": "CAD",
  "hit_type": "master",
  "image": {
    "alt": "GRIFFIN",
    "link": "https://assets.brownsshoes.com/images/catalog2024/289153_1.jpg",
    "title": "GRIFFIN"
  },
  "image_groups": [
    {
      "images": [
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289153_1.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289153_2.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289153_3.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289153_4.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289153_5.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289153_6.jpg",
          "title": "GRIFFIN"
        }
      ],
      "view_type": "original"
    },
    {
      "images": [
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289152_1.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289152_2.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289152_3.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289152_4.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289152_5.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289152_6.jpg",
          "title": "GRIFFIN"
        }
      ],
      "variation_attributes": [
        {
          "id": "color",
          "values": [
            {
              "value": "066"
            }
          ]
        }
      ],
      "view_type": "original"
    },
    {
      "images": [
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289153_1.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289153_2.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289153_3.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289153_4.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289153_5.jpg",
          "title": "GRIFFIN"
        },
        {
          "alt": "GRIFFIN",
          "link": "https://assets.brownsshoes.com/images/catalog2024/289153_6.jpg",
          "title": "GRIFFIN"
        }
      ],
      "variation_attributes": [
        {
          "id": "color",
          "values": [
            {
              "value": "081"
            }
          ]
        }
      ],
      "view_type": "original"
    }
  ],
  "orderable": true,
  "price": 178,
  "price_max": null,
  "price_per_unit": 178,
  "price_per_unit_max": null,
  "price_ranges": [
    {
      "max_price": 178,
      "min_price": 178,
      "pricebook": "brownsshoes-east-list-prices"
    }
  ],
  "product_id": "289152",
  "product_name": "GRIFFIN",
  "product_type": {
    "master": true
  },
  "represented_product": {
    "id": "11404104",
    "c__a_l_l_c_u_r_r_e_n_t_s_e_a_s_o_n": "0001",
    "c__n_e_w_a_r_r_i_v_a_l_s_a_n_d_s_a_l_e_m_i_x": "100",
    "c_brandpageorder": "0030",
    "c_color": "066",
    "c_colorname": "TAUPE",
    "c_coming_back_soon": false,
    "c_country_of_origin": "China",
    "c_discount_rate": 0,
    "c_first_receipt_master": "2026-07-05",
    "c_first_receipt_new_var": "2026-07-05",
    "c_gender": [
      "Women"
    ],
    "c_heelheight": "5mm",
    "c_in_stock_variations": 2,
    "c_insole_material": "Leather",
    "c_is_blacklisted": false,
    "c_legacy_style_code": "0662491",
    "c_lining": "Tissu",
    "c_lining_material": "Textile",
    "c_material": [
      "Suede"
    ],
    "c_on_sale": false,
    "c_pclass": "02",
    "c_percent_fully_stocked": 1,
    "c_percent_in_stock": 1,
    "c_platform_thickness": "0mm",
    "c_pre_order_flag": false,
    "c_primary_categories": [
      "Ballerinas"
    ],
    "c_product_attributes_display": [
      "Suede"
    ],
    "c_product_description": "B2's Griffin flats pay homage to traditional Japanese footwear. Taking inspiration from the country's 15th-century Tabi silhouette, later popularised in the Western world in the late 1980s, this pair features the distinctive split-toe design. Soft cushioning supports every step, all before being topped with a dainty bow appliqué.",
    "c_product_features": [
      "Inspired by the 15th‑century Tabi silhouette",
      "Iconic split‑toe design",
      "Soft cushioning for all‑day comfort",
      "Finished with a delicate bow appliqué"
    ],
    "c_psclass": "0110",
    "c_qty_in_stock": 180,
    "c_sales_qty_month_stores": 209,
    "c_sales_qty_season_stores": 209,
    "c_sales_qty_week_stores": 72,
    "c_sales_qty_year_stores": 209,
    "c_season": "F26",
    "c_seo_product_name": "B2 GRIFFIN",
    "c_size": "6",
    "c_size_order": "2210",
    "c_size_price_range": false,
    "c_sizing_information": "True to size",
    "c_sole_material": "Rubber",
    "c_sorting_code": "WS20",
    "c_style": "B2XX-0074-23-0",
    "c_supplier_color": "KHAKI SUEDE",
    "c_supplier_size": "6",
    "c_toe": "Round toe"
  },
  "variants": [
    {
      "name": "GRIFFIN",
      "orderable": true,
      "price": 178,
      "product_id": "11404104",
      "tiered_prices": [
        {
          "price": 178,
          "pricebook": "brownsshoes-east-list-prices",
          "quantity": 1
        }
      ],
      "variation_values": {
        "color": "066",
        "size": "6"
      }
    },
    {
      "name": "GRIFFIN",
      "orderable": true,
      "price": 178,
      "product_id": "11404105",
      "tiered_prices": [
        {
          "price": 178,
          "pricebook": "brownsshoes-east-list-prices",
          "quantity": 1
        }
      ],
      "variation_values": {
        "color": "066",
        "size": "7"
      }
    },
    {
      "name": "GRIFFIN",
      "orderable": true,
      "price": 178,
      "product_id": "11404106",
      "tiered_prices": [
        {
          "price": 178,
          "pricebook": "brownsshoes-east-list-prices",
          "quantity": 1
        }
      ],
      "variation_values": {
        "color": "066",
        "size": "8"
      }
    },
    {
      "name": "GRIFFIN",
      "orderable": true,
      "price": 178,
      "product_id": "11404107",
      "tiered_prices": [
        {
          "price": 178,
          "pricebook": "brownsshoes-east-list-prices",
          "quantity": 1
        }
      ],
      "variation_values": {
        "color": "066",
        "size": "9"
      }
    },
    {
      "name": "GRIFFIN",
      "orderable": true,
      "price": 178,
      "product_id": "11404108",
      "tiered_prices": [
        {
          "price": 178,
          "pricebook": "brownsshoes-east-list-prices",
          "quantity": 1
        }
      ],
      "variation_values": {
        "color": "066",
        "size": "10"
      }
    },
    {
      "name": "GRIFFIN",
      "orderable": true,
      "price": 178,
      "product_id": "11404109",
      "tiered_prices": [
        {
          "price": 178,
          "pricebook": "brownsshoes-east-list-prices",
          "quantity": 1
        }
      ],
      "variation_values": {
        "color": "066",
        "size": "11"
      }
    },
    {
      "name": "GRIFFIN",
      "orderable": true,
      "price": 178,
      "product_id": "11404110",
      "tiered_prices": [
        {
          "price": 178,
          "pricebook": "brownsshoes-east-list-prices",
          "quantity": 1
        }
      ],
      "variation_values": {
        "color": "081",
        "size": "6"
      }
    },
    {
      "name": "GRIFFIN",
      "orderable": true,
      "price": 178,
      "product_id": "11404111",
      "tiered_prices": [
        {
          "price": 178,
          "pricebook": "brownsshoes-east-list-prices",
          "quantity": 1
        }
      ],
      "variation_values": {
        "color": "081",
        "size": "7"
      }
    },
    {
      "name": "GRIFFIN",
      "orderable": true,
      "price": 178,
      "product_id": "11404112",
      "tiered_prices": [
        {
          "price": 178,
          "pricebook": "brownsshoes-east-list-prices",
          "quantity": 1
        }
      ],
      "variation_values": {
        "color": "081",
        "size": "8"
      }
    },
    {
      "name": "GRIFFIN",
      "orderable": true,
      "price": 178,
      "product_id": "11404113",
      "tiered_prices": [
        {
          "price": 178,
          "pricebook": "brownsshoes-east-list-prices",
          "quantity": 1
        }
      ],
      "variation_values": {
        "color": "081",
        "size": "9"
      }
    },
    {
      "name": "GRIFFIN",
      "orderable": true,
      "price": 178,
      "product_id": "11404114",
      "tiered_prices": [
        {
          "price": 178,
          "pricebook": "brownsshoes-east-list-prices",
          "quantity": 1
        }
      ],
      "variation_values": {
        "color": "081",
        "size": "10"
      }
    },
    {
      "name": "GRIFFIN",
      "orderable": true,
      "price": 178,
      "product_id": "11404115",
      "tiered_prices": [
        {
          "price": 178,
          "pricebook": "brownsshoes-east-list-prices",
          "quantity": 1
        }
      ],
      "variation_values": {
        "color": "081",
        "size": "11"
      }
    }
  ],
  "variation_attributes": [
    {
      "id": "color",
      "name": "Colour",
      "values": [
        {
          "name": "TAUPE",
          "orderable": true,
          "value": "066"
        },
        {
          "name": "BURGUNDY",
          "orderable": true,
          "value": "081"
        }
      ]
    },
    {
      "id": "size",
      "name": "Size",
      "values": [
        {
          "name": "6",
          "orderable": true,
          "value": "6"
        },
        {
          "name": "7",
          "orderable": true,
          "value": "7"
        },
        {
          "name": "8",
          "orderable": true,
          "value": "8"
        },
        {
          "name": "9",
          "orderable": true,
          "value": "9"
        },
        {
          "name": "10",
          "orderable": true,
          "value": "10"
        },
        {
          "name": "11",
          "orderable": true,
          "value": "11"
        }
      ]
    }
  ],
  "c_variation_attributes": [
    {
      "id": "color",
      "name": {
        "en": "Colour"
      },
      "values": [
        {
          "id": "color",
          "name": {
            "en": "TAUPE"
          },
          "orderable": true,
          "variation_attribute_value": "066",
          "value": "KHAKI SUEDE",
          "coming_back_soon": false
        },
        {
          "id": "color",
          "name": {
            "en": "BURGUNDY"
          },
          "orderable": true,
          "variation_attribute_value": "081",
          "value": "BURGUNDY LEATHER",
          "coming_back_soon": false
        }
      ]
    },
    {
      "id": "size",
      "name": {
        "en": "Size"
      },
      "values": []
    }
  ],
  "c_brand": "B2",
  "c_product_url": "/en/women/shoes/ballerinas/product/b2/griffin/289152.html",
  "c_default_variant_id": "11404104",
  "c_product_categories": [
    "1111",
    "NewArrivals-1",
    "NEWARRIVALS-W1",
    "1",
    "11",
    "sale",
    "sale-1",
    "sale-11",
    "sale-11101",
    "b2",
    "sale-11111",
    "b2-Women",
    "1101",
    "EXCLUSIVES-W"
  ],
  "c_variants_badges": {
    "11404104": [],
    "11404105": [],
    "11404106": [],
    "11404107": [],
    "11404108": [],
    "11404109": [],
    "11404110": [],
    "11404111": [],
    "11404112": [],
    "11404113": [],
    "11404114": [],
    "11404115": []
  },
  "from_url": "https://www.brownsshoes.com/en/women"
}

Each scraped product returns a detailed record with 20+ structured fields:

Core Product Information

Field	Meaning
Product ID	Unique product identifier in Brown's Shoes system
Product Name	Official product title as shown on the listing
Product Type	Category (e.g., "Sneaker", "Boot", "Sandal")
C Product URL	Direct link to the full product detail page
C Brand	Brand name (e.g., "Nike", "Adidas", "ECCO")
Hit Type	Type of search result (product, variant, etc.)

Pricing & Currency

Field	Meaning
Currency	Currency code (e.g., "USD", "CAD")
Price	Current product price (base or default variant)
Price Max	Highest price across all variants
Price Per Unit	Unit price (useful for bulk pricing or size variants)
Price Per Unit Max	Maximum unit price across variants
Price Ranges	Array of price ranges by size or variant

Media & Visuals

Field	Meaning
Image	Primary product image URL (thumbnail or main photo)
Image Groups	All available product images, grouped by angle or variant

Inventory & Stock Status

Field	Meaning
Orderable	Boolean indicating if the product is currently in stock and available for purchase
C Variants Badges	Stock or promotional badges (e.g., "In Stock", "Sale", "Limited")

Product Variants & Details

Field	Meaning
Variants	Array of all available size/color/style combinations
Variation Attributes	Attribute names (e.g., "Size", "Color", "Width")
C Variation Attributes	Custom variation attribute metadata
C Default Variant ID	ID of the default size/color combination shown on listing

Organization & Categorization

Field	Meaning
Product Categories	Full category hierarchy (e.g., ["Women", "Shoes", "Boots"])
C Product Categories	Custom category codes or internal taxonomy

Related Products

Field	Meaning
Represented Product	Parent product ID if this record is a variant or sub-product

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How to Use

1. Identify target pages — Visit Brown's Shoes and open category pages (e.g., /en/women, /en/men) or use search filters. Copy the full URLs.
2. Build URL list — Paste URLs into the urls array. You can add multiple pages or filtered searches.
3. Set limits — Adjust max_items_per_url based on your needs (e.g., 100 for testing, 500+ for full category dumps).
4. Enable fault tolerance — Set ignore_url_failures: true to skip broken links without halting the run.
5. Run the scraper — Start the actor and monitor progress via the run log.
6. Download & integrate — Export results as JSON, CSV, or Excel. Import into your database, spreadsheet, or BI tool.

Common tips:

• Filtered URLs work well: brownsshoes.com/en/women?size=8&color=black will scrape only matching products.
• Increase max_items_per_url gradually to avoid timeouts on large categories.
• Use ignore_url_failures: true for bulk scraping to handle network glitches gracefully.

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Use Cases & Business Value

• Price monitoring: Track Brown's Shoes pricing against competitor rates in real-time.
• Inventory tracking: Monitor stock levels and variant availability across categories.
• Reseller automation: Feed product data into dropshipping platforms or aggregators.
• Market research: Analyze brand mix, size availability, and seasonal trends in retail footwear.
• Content & SEO: Harvest product names, descriptions, and images for marketing use.

By automating product data extraction, the Brown's Shoes Scraper reduces manual work from hours to minutes, enabling faster decision-making and competitive intelligence in the footwear retail space.

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Conclusion

The Brown's Shoes Product Search Scraper is an essential tool for anyone needing structured footwear product data at scale. With 20+ output fields covering pricing, inventory, images, and variants, it delivers the intelligence required for pricing strategy, inventory management, and market analysis. Start scraping today and unlock actionable insights from Brown's Shoes product catalog.