Fashion Nova Product Search Scraper: Extract Clothing Data at Scale

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What Is Fashion Nova?

Fashion Nova is a major fast-fashion retailer specializing in women's clothing, particularly dresses, activewear, and trend-forward styles. The brand has built a massive online presence with thousands of SKUs updated constantly. Manually tracking product changes, pricing, or inventory across categories is inefficient — the Fashion Nova Product Search Scraper automates collection of complete product data from search results pages in seconds.

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Overview

The Fashion Nova Product Search Scraper extracts structured product information from Fashion Nova's search and category pages. It transforms unstructured product listings into machine-readable records with 21+ data fields. Ideal for:

• Price monitoring — Track competitor pricing and discount trends
• Trend researchers — Analyze Fashion Nova's product mix and seasonal shifts
• Retail analysts — Study inventory depth and product strategy
• E-commerce developers — Feed product data into price comparison tools or aggregators
• Fashion market researchers — Monitor style trends and product innovation

The scraper supports bulk URL processing, configurable item limits per page, and robust error handling for seamless large-scale runs.

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Input Format

The scraper accepts a JSON configuration object with three core parameters:

{
  "urls": [
    "https://www.fashionnova.com/collections/dresses?division=women&page=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Input Parameters Explained

Parameter	Type	Description
urls	Array	URLs of product search or category pages to scrape. Paste direct links to Fashion Nova collection pages, search results, or filtered category pages. Example: /collections/dresses, /products/new-arrivals, or filtered pages with query parameters.
max_items_per_url	Integer	Maximum products collected per URL (e.g., 20, 200). Controls data volume — set higher for complete category exports, lower for quick samples. Default: 20.
ignore_url_failures	Boolean	Continue running if some URLs fail (true or false). Essential for bulk operations — prevents one bad URL from halting the entire scrape. Set to true for reliability.

Pro tip: Use pagination URLs (e.g., ?page=1, ?page=2) to systematically collect across large categories.

---

Output Format

Sample output

{
  "description": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
  "media": {
    "__typename": "MediaConnection",
    "edges": [
      {
        "node": {
          "__typename": "MediaImage",
          "media_content_type": "IMAGE",
          "preview_image": {
            "__typename": "Image",
            "id": "",
            "alt_text": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
            "url": "https://cdn.shopify.com/s/files/1/0293/9277/files/03-07-26_S1_40_DND53266_Orangecombo_ZSR_KJ_PC_12-54-34_16192_PXF.jpg?v=1773255220"
          }
        }
      },
      {
        "node": {
          "__typename": "MediaImage",
          "media_content_type": "IMAGE",
          "preview_image": {
            "__typename": "Image",
            "id": "",
            "alt_text": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
            "url": "https://cdn.shopify.com/s/files/1/0293/9277/files/03-09-26_S5_38_DND53266_Orangecombo_ZSR_KK_EO_15-03-42_PLUS_10284_PXF.jpg?v=1773256193"
          }
        }
      }
    ]
  },
  "available_for_sale": true,
  "published_at": "Wed Jan 21 1970 12:32:58 GMT+0000 (Coordinated Universal Time)",
  "seo": {
    "title": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
    "description": "\nAvailable In Orange/combo.\nDenim Mini Dress\nMock Neck\nSleeveless\nColorblock\nElastic Waist\nFront Pockets\nBack Pockets\nZip Front Closure\nStretch\nLength Measured Flat = 32\"\nDisclaimer: Due To The Specialized Wash Process, Each Garment Is Unique.\nSelf: 70% Cotton 24% Polyester 4% Viscose 2% Spandex\nContrast: 97% Cotton 3% Spandex\nImported\nAvailable In Plus Sizes\n"
  },
  "description_html": "\nAvailable In Orange/combo.\nDenim Mini Dress\nMock Neck\nSleeveless\nColorblock\nElastic Waist\nFront Pockets\nBack Pockets\nZip Front Closure\nStretch\nLength Measured Flat = 32\"\nDisclaimer: Due To The Specialized Wash Process, Each Garment Is Unique.\nSelf: 70% Cotton 24% Polyester 4% Viscose 2% Spandex\nContrast: 97% Cotton 3% Spandex\nImported\nAvailable In Plus Sizes\n",
  "metafields": [],
  "product_type": "Dresses",
  "is_gift_card": false,
  "id": "gid://shopify/Product/6545458004092",
  "title": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
  "handle": "sonic-vroom-colorblock-stretch-denim-mini-dress-fncolorname-orange-combo",
  "options": [
    {
      "name": "Size",
      "option_values": [
        {
          "name": "XS"
        },
        {
          "name": "S"
        },
        {
          "name": "M"
        },
        {
          "name": "L"
        },
        {
          "name": "XL"
        },
        {
          "name": "1X"
        },
        {
          "name": "2X"
        },
        {
          "name": "3X"
        }
      ]
    },
    {
      "name": "SizesInStock",
      "option_values": [
        {
          "name": "S"
        },
        {
          "name": "M"
        },
        {
          "name": "L"
        },
        {
          "name": "1X"
        },
        {
          "name": "2X"
        },
        {
          "name": "3X"
        }
      ]
    }
  ],
  "fn_style_setup": {
    "value": "{\"handle\":\"sonic-vroom-colorblock-stretch-denim-mini-dress\",\"default_handle\":\"sonic-vroom-colorblock-stretch-denim-mini-dress?color=orange-combo\",\"swatches\":[{\"color_name\":\"Orange/combo\",\"url_var\":\"orange-combo\",\"color_code\":\"#FF8C00\",\"color_swatch\":\"#FF8C00\",\"product_id\":\"6545458004092\",\"admin_handle\":\"sonic-vroom-colorblock-stretch-denim-mini-dress-fncolorname-orange-combo\",\"default\":true}]}",
    "id": ""
  },
  "swatches": {
    "value": "sonic-vroom-colorblock-stretch-denim-mini-dress-fncolorname-orange-combo:#FF8C00:261:Orange/combo",
    "id": ""
  },
  "tags": [
    "All Promo",
    "Back In Stock 2023",
    "bottom_length:Mini",
    "bottom_style:Straight Dress",
    "category:Dresses",
    "category_es:Vestidos",
    "color:Orange/combo",
    "color_fam:Orange",
    "ColorFam-Orange",
    "default_collection_id:180828100",
    "detail:Cargo & Utility",
    "detail:Pockets",
    "detail:Zip Front",
    "detail:Zipper Detail",
    "fabric:Denim",
    "fabric_es:Mezclilla",
    "neckline:Mock Neck",
    "neckline_es:Cuello Simulacro",
    "Plus",
    "print:Colorblock",
    "print_es:Estampado De Bloques De Color",
    "prop65-true",
    "REGPRICE",
    "sleeve:Sleeveless",
    "sleeve_es:Sin Mangas",
    "swatchcomplete",
    "trend:Basics",
    "trend_es:Basicos",
    "WOMENS",
    "YGroup_DND53266"
  ],
  "price_range": {
    "min_variant_price": {
      "amount": "69.99",
      "currency_code": "USD"
    },
    "max_variant_price": {
      "amount": "69.99",
      "currency_code": "USD"
    }
  },
  "variants": {
    "nodes": [
      {
        "product": {
          "handle": "sonic-vroom-colorblock-stretch-denim-mini-dress-fncolorname-orange-combo",
          "title": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo"
        },
        "id": "gid://shopify/ProductVariant/39305614819452",
        "title": "XS",
        "sku": "DND53266_Orange/combo_XS",
        "image": {
          "__typename": "Image",
          "id": "gid://Shopify/ProductImage/123",
          "alt_text": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
          "url": "https://cdn.shopify.com/s/files/1/0293/9277/files/03-07-26_S1_40_DND53266_Orangecombo_ZSR_KJ_PC_12-54-34_16192_PXF.jpg?v=1773255220"
        },
        "quantity_available": 0,
        "available_for_sale": false,
        "unit_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "compare_at_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "selected_options": [
          {
            "name": "Size",
            "value": "XS"
          }
        ],
        "is_inactive": false,
        "is_low_stock": false,
        "is_variant_out_of_stock": true
      },
      {
        "product": {
          "handle": "sonic-vroom-colorblock-stretch-denim-mini-dress-fncolorname-orange-combo",
          "title": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo"
        },
        "id": "gid://shopify/ProductVariant/39305615016060",
        "title": "S",
        "sku": "DND53266_Orange/combo_S",
        "image": {
          "__typename": "Image",
          "id": "gid://Shopify/ProductImage/123",
          "alt_text": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
          "url": "https://cdn.shopify.com/s/files/1/0293/9277/files/03-07-26_S1_40_DND53266_Orangecombo_ZSR_KJ_PC_12-54-34_16192_PXF.jpg?v=1773255220"
        },
        "quantity_available": 20,
        "available_for_sale": true,
        "unit_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "compare_at_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "selected_options": [
          {
            "name": "Size",
            "value": "S"
          }
        ],
        "is_inactive": false,
        "is_low_stock": false,
        "is_variant_out_of_stock": false
      },
      {
        "product": {
          "handle": "sonic-vroom-colorblock-stretch-denim-mini-dress-fncolorname-orange-combo",
          "title": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo"
        },
        "id": "gid://shopify/ProductVariant/39305614852220",
        "title": "M",
        "sku": "DND53266_Orange/combo_M",
        "image": {
          "__typename": "Image",
          "id": "gid://Shopify/ProductImage/123",
          "alt_text": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
          "url": "https://cdn.shopify.com/s/files/1/0293/9277/files/03-07-26_S1_40_DND53266_Orangecombo_ZSR_KJ_PC_12-54-34_16192_PXF.jpg?v=1773255220"
        },
        "quantity_available": 21,
        "available_for_sale": true,
        "unit_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "compare_at_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "selected_options": [
          {
            "name": "Size",
            "value": "M"
          }
        ],
        "is_inactive": false,
        "is_low_stock": false,
        "is_variant_out_of_stock": false
      },
      {
        "product": {
          "handle": "sonic-vroom-colorblock-stretch-denim-mini-dress-fncolorname-orange-combo",
          "title": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo"
        },
        "id": "gid://shopify/ProductVariant/39305614884988",
        "title": "L",
        "sku": "DND53266_Orange/combo_L",
        "image": {
          "__typename": "Image",
          "id": "gid://Shopify/ProductImage/123",
          "alt_text": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
          "url": "https://cdn.shopify.com/s/files/1/0293/9277/files/03-07-26_S1_40_DND53266_Orangecombo_ZSR_KJ_PC_12-54-34_16192_PXF.jpg?v=1773255220"
        },
        "quantity_available": 14,
        "available_for_sale": true,
        "unit_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "compare_at_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "selected_options": [
          {
            "name": "Size",
            "value": "L"
          }
        ],
        "is_inactive": false,
        "is_low_stock": false,
        "is_variant_out_of_stock": false
      },
      {
        "product": {
          "handle": "sonic-vroom-colorblock-stretch-denim-mini-dress-fncolorname-orange-combo",
          "title": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo"
        },
        "id": "gid://shopify/ProductVariant/39305614917756",
        "title": "XL",
        "sku": "DND53266_Orange/combo_XL",
        "image": {
          "__typename": "Image",
          "id": "gid://Shopify/ProductImage/123",
          "alt_text": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
          "url": "https://cdn.shopify.com/s/files/1/0293/9277/files/03-07-26_S1_40_DND53266_Orangecombo_ZSR_KJ_PC_12-54-34_16192_PXF.jpg?v=1773255220"
        },
        "quantity_available": 0,
        "available_for_sale": false,
        "unit_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "compare_at_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "selected_options": [
          {
            "name": "Size",
            "value": "XL"
          }
        ],
        "is_inactive": false,
        "is_low_stock": false,
        "is_variant_out_of_stock": true
      },
      {
        "product": {
          "handle": "sonic-vroom-colorblock-stretch-denim-mini-dress-fncolorname-orange-combo",
          "title": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo"
        },
        "id": "gid://shopify/ProductVariant/39305615048828",
        "title": "1X",
        "sku": "DND53266_Orange/combo_1X",
        "image": {
          "__typename": "Image",
          "id": "gid://Shopify/ProductImage/123",
          "alt_text": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
          "url": "https://cdn.shopify.com/s/files/1/0293/9277/files/03-07-26_S1_40_DND53266_Orangecombo_ZSR_KJ_PC_12-54-34_16192_PXF.jpg?v=1773255220"
        },
        "quantity_available": 40,
        "available_for_sale": true,
        "unit_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "compare_at_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "selected_options": [
          {
            "name": "Size",
            "value": "1X"
          }
        ],
        "is_inactive": false,
        "is_low_stock": false,
        "is_variant_out_of_stock": false
      },
      {
        "product": {
          "handle": "sonic-vroom-colorblock-stretch-denim-mini-dress-fncolorname-orange-combo",
          "title": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo"
        },
        "id": "gid://shopify/ProductVariant/39305614950524",
        "title": "2X",
        "sku": "DND53266_Orange/combo_2X",
        "image": {
          "__typename": "Image",
          "id": "gid://Shopify/ProductImage/123",
          "alt_text": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
          "url": "https://cdn.shopify.com/s/files/1/0293/9277/files/03-07-26_S1_40_DND53266_Orangecombo_ZSR_KJ_PC_12-54-34_16192_PXF.jpg?v=1773255220"
        },
        "quantity_available": 13,
        "available_for_sale": true,
        "unit_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "compare_at_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "selected_options": [
          {
            "name": "Size",
            "value": "2X"
          }
        ],
        "is_inactive": false,
        "is_low_stock": false,
        "is_variant_out_of_stock": false
      },
      {
        "product": {
          "handle": "sonic-vroom-colorblock-stretch-denim-mini-dress-fncolorname-orange-combo",
          "title": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo"
        },
        "id": "gid://shopify/ProductVariant/39305614983292",
        "title": "3X",
        "sku": "DND53266_Orange/combo_3X",
        "image": {
          "__typename": "Image",
          "id": "gid://Shopify/ProductImage/123",
          "alt_text": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
          "url": "https://cdn.shopify.com/s/files/1/0293/9277/files/03-07-26_S1_40_DND53266_Orangecombo_ZSR_KJ_PC_12-54-34_16192_PXF.jpg?v=1773255220"
        },
        "quantity_available": 26,
        "available_for_sale": true,
        "unit_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "compare_at_price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "price": {
          "amount": "69.99",
          "currency_code": "USD"
        },
        "selected_options": [
          {
            "name": "Size",
            "value": "3X"
          }
        ],
        "is_inactive": false,
        "is_low_stock": false,
        "is_variant_out_of_stock": false
      }
    ]
  },
  "price_with_code": {
    "value": "{\"amount\":\"42.0\",\"currency_code\":\"USD\"}",
    "id": ""
  },
  "first_image": {
    "__typename": "Image",
    "id": "",
    "alt_text": "Sonic Vroom Colorblock Stretch Denim Mini Dress - Orange/combo",
    "url": "https://cdn.shopify.com/s/files/1/0293/9277/files/03-07-26_S1_40_DND53266_Orangecombo_ZSR_KJ_PC_12-54-34_16192_PXF.jpg?v=1773255220",
    "width": null,
    "height": null
  },
  "vendor": "Fashion Nova",
  "collections": {
    "nodes": [
      {
        "handle": "back-in-stock",
        "title": "Women's Clothing Back In Stock"
      },
      {
        "handle": "dresses",
        "title": "Women's Dresses"
      },
      {
        "handle": "plus",
        "title": "Women's Plus Size Clothing"
      },
      {
        "handle": "plus-dresses",
        "title": "Women's Plus Size Dresses"
      },
      {
        "handle": "mini-dresses",
        "title": "Women's Short & Mini Dresses"
      },
      {
        "handle": "plus-mini-dresses",
        "title": "Plus Size Mini Dresses & Short Dresses"
      },
      {
        "handle": "all",
        "title": "All"
      },
      {
        "handle": "back-in-stock-dresses",
        "title": "Back In Stock Dresses"
      },
      {
        "handle": "the-essential-shop",
        "title": "Base Layers"
      },
      {
        "handle": "plus-back-in-stock",
        "title": "Women's Plus Size Back In Stock"
      },
      {
        "handle": "reg-price-only",
        "title": "Reg Price Only"
      },
      {
        "handle": "promoexcludingbeauty",
        "title": "promoexcludingbeauty"
      },
      {
        "handle": "women",
        "title": "All Women's Clothing"
      },
      {
        "handle": "plus-size-nova-essentials",
        "title": "Plus Base Layers"
      },
      {
        "handle": "orange-dresses",
        "title": "Orange Dresses"
      },
      {
        "handle": "plus-orange-dresses",
        "title": "Plus Size Orange Dresses"
      },
      {
        "handle": "plus-top-rated-dresses",
        "title": "Plus Size Back In Stock Dresses"
      },
      {
        "handle": "denim-dresses",
        "title": "Women's Denim Dresses"
      },
      {
        "handle": "utility-chic",
        "title": "Utility Chic"
      },
      {
        "handle": "plus-denim-dresses",
        "title": "Plus Denim Dresses"
      },
      {
        "handle": "plus-size-coastal-elegance-sets",
        "title": "Plus Size Hamptons Chic Sets"
      }
    ]
  },
  "is_placeholder_image": false,
  "badge": {
    "name": "40% OFF",
    "name_outside_u_s_a": "40% OFF",
    "background_color": "#9d2226",
    "dark_background_color": "#ff919a",
    "text_color": "#ffffff",
    "dark_text_color": "#ffffff",
    "is_ribbon": false,
    "divisions": []
  },
  "tagline": {
    "_type": "promo-tagline",
    "banner_color": null,
    "color": "#9d2226",
    "countdown_timer": null,
    "currency": "ALL",
    "dark_banner_color": null,
    "dark_color": "#ff919a",
    "dark_text_color": null,
    "divisions": null,
    "excluded_tags": [
      ""
    ],
    "hide_days": false,
    "language": "en",
    "location": [
      {
        "_key": "8abcf122a203cb5bccd4ce6f7c8a42c6",
        "_type": "tag",
        "label": "🇺🇸 United States",
        "value": "US"
      },
      {
        "_key": "4151b72331cd87303b12170699271b18",
        "_type": "tag",
        "label": "🇨🇦 Canada",
        "value": "CA"
      },
      {
        "_key": "3ed978f45a3481b81f51602918188fe4",
        "_type": "tag",
        "label": "🇲🇽 Mexico",
        "value": "MX"
      },
      {
        "_key": "ca3307ebe4309b7b19ecf1540004e1cd",
        "_type": "tag",
        "label": "🌐 International (Non US, CA or MX)",
        "value": "global"
      }
    ],
    "price_with_code": true,
    "price_with_code_small_tagline": "With Code: SAVE40",
    "price_with_code_tagline": "With Code: SAVE40",
    "show_units_of_time": true,
    "tagline": "40% Off EVERYTHING! Use Code: SAVE40",
    "tagline_outside_u_s_a": "40% Off EVERYTHING! Use Code: SAVE40",
    "tags": [
      "All Promo"
    ],
    "text_color": null
  },
  "from_url": "https://www.fashionnova.com/collections/dresses?division=women&page=2"
}

Each product extracted returns a comprehensive record with 21 fields covering identification, pricing, variants, media, and Fashion Nova-specific attributes:

Product Identification

Field	Meaning
ID	Unique internal product identifier in Fashion Nova's system
Title	Product name as displayed on the product page
Handle	URL-friendly product slug (e.g., black-bodycon-dress-fn123)
Product Type	Category classification (e.g., Dresses, Tops, Activewear)
Vendor	Supplier or brand (typically "Fashion Nova" or partner brand)

Pricing & Availability

Field	Meaning
Price Range	Min-max price across all variants (e.g., $35.00 - $45.00)
Price With Code	Price after applying default promo codes or member discounts
Available For Sale	Boolean flag — true if product is currently purchasable, false if out of stock or discontinued

Media & Imagery

Field	Meaning
Media	Array of product images and video URLs in order of display
First Image	Primary product image URL (thumbnail or hero image)
Is Placeholder Image	Boolean — true if using generic placeholder art instead of actual product photography
Swatches	Available color/pattern swatch options as image URLs or color hex codes

Product Details & Variants

Field	Meaning
Options	Product customization fields (e.g., ["Size", "Color", "Length"])
Variants	Complete variant data — all size/color combinations with individual SKUs, pricing, and availability
Tags	Categorical tags assigned by Fashion Nova (e.g., "trending", "sale", "new-arrival", "sustainable")
Badge	Visual badge displayed on product card (e.g., "Sale", "New", "Hot", "VIP Exclusive")

Fashion Nova Custom Fields

Field	Meaning
FN Style Setup	Fashion Nova's internal style/fit categorization (e.g., bodycon, loose, oversized)
Tagline	Short marketing copy displayed under the product title
Collections	List of curated collections the product belongs to (e.g., ["Best Sellers", "Under $50"])

SEO & Content

Field	Meaning
Description	Full product description text from the product page
Description HTML	Raw HTML version of the description (includes formatting, links)
SEO	SEO metadata — title tag, meta description, and structured data
Published At	Date the product was first published/listed

Advanced

Field	Meaning
Is Gift Card	Boolean flag — true if the product is a gift card rather than physical merchandise
Metafields	Custom data fields stored in Fashion Nova's system (brand partnerships, supplier info, etc.)

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How to Use

1. Prepare URLs — Visit Fashion Nova's website and navigate to a category or search results page. Copy the full URL (including filters and pagination).
2. Configure JSON — Paste URLs into the urls array. Set max_items_per_url based on your needs (200 for full category, 20 for quick samples).
3. Enable error tolerance — Set ignore_url_failures: true for bulk runs to skip problematic URLs without stopping.
4. Run the scraper — Launch the actor and monitor progress in the logs.
5. Download results — Export as JSON, CSV, or Excel for analysis or import into databases.

Common scenarios:

• Full category export: Set max_items_per_url: 500 and include all pagination URLs
• Trend sampling: Use max_items_per_url: 50 on new-arrivals collections
• Price monitoring: Run daily/weekly on sale category URLs

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Use Cases & Business Value

• Competitive intelligence: Track Fashion Nova's pricing strategy, discounts, and promotional tactics
• Trend forecasting: Analyze which styles, colors, and lengths gain momentum
• Market research: Understand product depth in each category and seasonal inventory shifts
• Price comparison tools: Supply real-time Fashion Nova data to shoppers
• Affiliate marketing: Monitor commission-eligible products and promotional windows
• Supply chain analysis: Track vendor diversity and sourcing patterns

The scraper delivers structured, actionable data that would take hours to collect manually, enabling fast-moving decisions in the competitive fast-fashion space.

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Conclusion

The Fashion Nova Product Search Scraper empowers retailers, researchers, and analysts to capture complete product intelligence from one of fast fashion's leading brands. With 21 detailed fields and flexible bulk processing, it streamlines competitive research and market analysis. Extract data today and stay ahead of fashion trends.