Nyka Fashion Product Search Scraper: Extract Fashion Inventory Data

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What Is Nyka Fashion?

Nyka Fashion is a leading online fashion and lifestyle retailer in India, offering curated collections of apparel, footwear, and accessories across men's, women's, and kids' categories. With thousands of active product listings and frequent inventory updates, manually tracking product data — prices, discounts, availability — becomes impractical. The Nyka Fashion Product Search Scraper automates this process, delivering structured, actionable product intelligence at scale.

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Overview

The Nyka Fashion Product Search Scraper extracts product listings from Nyka Fashion search result pages, converting dynamic web content into clean, structured datasets. It is ideal for:

• Price monitoring teams tracking competitor pricing and discounts
• E-commerce analysts benchmarking product assortments and inventory
• Market researchers studying fashion retail trends in India
• Developers building price comparison or aggregation platforms
• Fashion retailers conducting competitive intelligence

Key features include multi-URL batch processing, configurable item limits per page, and robust error handling via ignore_url_failures.

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Input Format

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

{
  "urls": [
    "https://www.nykaafashion.com/men/c/6823?root=topnav_1&p=3"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Parameter	Type	Description	Notes
urls	Array	Search results page URLs to scrape	Paste Nyka category or search URLs (e.g., /men/c/6823?p=3). Supports multiple URLs per run.
max_items_per_url	Integer	Maximum products per URL	Limits output volume. Default: 20. Increase to 200 for deeper pages.
ignore_url_failures	Boolean	Skip failed URLs and continue	Set true for uninterrupted bulk runs. Set false to halt on errors.

Example URLs:

• https://www.nykaafashion.com/men/c/6823?p=1 (Men's category, page 1)
• https://www.nykaafashion.com/women/c/6824?p=2 (Women's category, page 2)

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Output Format

Example Output Record:

{
  "id": "27224312",
  "sku": "HNMXX00421011",
  "price": 2499,
  "discounted_price": 2499,
  "discount": 0,
  "type": "configurable",
  "category_id": [
    "2",
    "6835",
    "6823",
    "6834",
    "86302",
    "103589",
    "105569",
    "102"
  ],
  "image_url": "https://adn-static1.nykaa.com/nykdesignstudio-images/pub/media/catalog/product/c/7/c78291b1340674003_1.jpg?rnd=20200526195200",
  "plp_pdp_bridge": {
    "images": [
      {
        "id": 1,
        "media_type": "image",
        "position": "1",
        "url": "https://adn-static1.nykaa.com/nykdesignstudio-images/pub/media/catalog/product/c/7/c78291b1340674003_1.jpg?rnd=20200526195200",
        "aspect_ratio": "0.75"
      },
      {
        "id": 2,
        "media_type": "image",
        "position": "2",
        "url": "https://adn-static1.nykaa.com/nykdesignstudio-images/pub/media/catalog/product/c/7/c78291b1340674003_2.jpg",
        "aspect_ratio": "0.75"
      },
      {
        "id": 3,
        "media_type": "image",
        "position": "3",
        "url": "https://adn-static1.nykaa.com/nykdesignstudio-images/pub/media/catalog/product/c/7/c78291b1340674003_3.jpg",
        "aspect_ratio": "0.75"
      },
      {
        "id": 4,
        "media_type": "image",
        "position": "4",
        "url": "https://adn-static1.nykaa.com/nykdesignstudio-images/pub/media/catalog/product/c/7/c78291b1340674003_4.jpg",
        "aspect_ratio": "0.75"
      },
      {
        "id": 5,
        "media_type": "image",
        "position": "5",
        "url": "https://adn-static1.nykaa.com/nykdesignstudio-images/pub/media/catalog/product/c/7/c78291b1340674003_5.jpg",
        "aspect_ratio": "0.75"
      },
      {
        "id": 6,
        "media_type": "image",
        "position": "6",
        "url": "https://adn-static1.nykaa.com/nykdesignstudio-images/pub/media/catalog/product/c/7/c78291b1340674003_6.jpg",
        "aspect_ratio": "0.75"
      },
      {
        "id": 7,
        "media_type": "image",
        "position": "7",
        "url": "https://adn-static1.nykaa.com/nykdesignstudio-images/pub/media/catalog/product/c/7/c78291b1340674003_7.jpg",
        "aspect_ratio": "0.75"
      }
    ],
    "siblings_colour": [
      {
        "id": "27224310",
        "sku": "HNMXX00421009",
        "color_name": "1",
        "color_code": "",
        "color_image": "",
        "action_url": "/h-m-men-blue-loose-jeans/p/27224310",
        "store_urls": {
          "fashion_web": "/h-m-men-blue-loose-jeans/p/27224310"
        }
      },
      {
        "id": "27224313",
        "sku": "HNMXX00421012",
        "color_name": "1",
        "color_code": "",
        "color_image": "",
        "action_url": "/h-m-men-blue-loose-jeans/p/27224313",
        "store_urls": {
          "fashion_web": "/h-m-men-blue-loose-jeans/p/27224313"
        }
      },
      {
        "id": "27224311",
        "sku": "HNMXX00421010",
        "color_name": "1",
        "color_code": "",
        "color_image": "",
        "action_url": "/h-m-men-black-loose-jeans/p/27224311",
        "store_urls": {
          "fashion_web": "/h-m-men-black-loose-jeans/p/27224311"
        }
      },
      {
        "id": "27224312",
        "sku": "HNMXX00421011",
        "color_name": "Grey",
        "color_code": "#808080",
        "color_image": "",
        "action_url": "/h-m-men-grey-loose-jeans/p/27224312",
        "store_urls": {
          "fashion_web": "/h-m-men-grey-loose-jeans/p/27224312"
        }
      }
    ],
    "variants": {
      "size": [
        {
          "sku": "HNMXX00420619",
          "id": "27223920",
          "variant_id": "28624",
          "name": "28/30",
          "in_stock": "1"
        },
        {
          "sku": "HNMXX00420620",
          "id": "27223921",
          "variant_id": "28625",
          "name": "29/30",
          "in_stock": "1"
        },
        {
          "sku": "HNMXX00420621",
          "id": "27223922",
          "variant_id": "28626",
          "name": "30/30",
          "in_stock": "1"
        },
        {
          "sku": "HNMXX00420622",
          "id": "27223923",
          "variant_id": "26694",
          "name": "30/32",
          "in_stock": "1"
        },
        {
          "sku": "HNMXX00420623",
          "id": "27223924",
          "variant_id": "28627",
          "name": "31/30",
          "in_stock": "1"
        },
        {
          "sku": "HNMXX00420624",
          "id": "27223925",
          "variant_id": "28628",
          "name": "32/30",
          "in_stock": "1"
        },
        {
          "sku": "HNMXX00420625",
          "id": "27223926",
          "variant_id": "26696",
          "name": "32/32",
          "in_stock": "1"
        },
        {
          "sku": "HNMXX00420626",
          "id": "27223927",
          "variant_id": "28629",
          "name": "33/30",
          "in_stock": "1"
        },
        {
          "sku": "HNMXX00420627",
          "id": "27223928",
          "variant_id": "28630",
          "name": "34/30",
          "in_stock": "1"
        },
        {
          "sku": "HNMXX00420628",
          "id": "27223929",
          "variant_id": "29100",
          "name": "36/30",
          "in_stock": "1"
        },
        {
          "sku": "HNMXX00420629",
          "id": "27223930",
          "variant_id": "38936",
          "name": "38/30",
          "in_stock": "1"
        }
      ]
    }
  },
  "has_visual_similarity_recos": true,
  "tracking_metadata": {
    "es_score": 32.084274,
    "popularity": 25.903563276882657,
    "popularity_field": "popularity_plain_popularity_variant_1"
  },
  "title": "H&M",
  "sub_title": "Men Grey Loose Jeans",
  "is_out_of_stock": 0,
  "size_variation": [
    {
      "title": "28/30",
      "id": "27223920"
    },
    {
      "title": "29/30",
      "id": "27223921"
    },
    {
      "title": "30/30",
      "id": "27223922"
    },
    {
      "title": "30/32",
      "id": "27223923"
    },
    {
      "title": "31/30",
      "id": "27223924"
    },
    {
      "title": "32/30",
      "id": "27223925"
    },
    {
      "title": "32/32",
      "id": "27223926"
    },
    {
      "title": "33/30",
      "id": "27223927"
    },
    {
      "title": "34/30",
      "id": "27223928"
    },
    {
      "title": "36/30",
      "id": "27223929"
    },
    {
      "title": "38/30",
      "id": "27223930"
    }
  ],
  "offer_count": 1,
  "offers": [
    {
      "id": 1143075,
      "name": "Flat 10% off",
      "description": "H&M Exclusive: Flat 10% off",
      "priority": 1,
      "platform_list": [
        "IOS",
        "WEBSITE",
        "ANDROID",
        "MSITE"
      ],
      "offer_label": "Extra 10% Off",
      "bxgy_mrp_flag": false,
      "regions": null,
      "offer_simple_action_type": "by_percent",
      "gmc_variables": {
        "discount_qty": null,
        "max_unique_quantity": null,
        "discount_amount": 10,
        "max_order_value": null,
        "min_order_quantity": 1,
        "is_first_order": 0,
        "discount_step": null,
        "discount_cap_amount": null,
        "min_unique_quantity": null,
        "min_order_value": null,
        "max_order_quantity": null
      },
      "gmc_map": {
        "rule_type": "brand",
        "order_count": null,
        "is_false_statement_offer": "0",
        "country_code": null,
        "segment": null,
        "prive_tier": null,
        "install_offer_count": null,
        "android_version": null,
        "ios_version": null,
        "is_birthday_offer": null,
        "is_post_code_available": "0",
        "is_customer_mapped": "0",
        "is_email_mapped": "0",
        "is_silent_sample_offer": "0"
      },
      "offer_tag": "SelectProd",
      "coupon_code": null,
      "on_sale": false,
      "updated": "2026-06-19T18:59:31.878+05:30",
      "catalog_tag": "fashion",
      "offer_start_date": "2026-06-22 00:01:00",
      "offer_end_date": "2026-09-01 23:59:00",
      "customer_group": "0,1",
      "countries": [],
      "special_tag": {
        "epoch_end": null,
        "type": null
      }
    }
  ],
  "action_url": "/h-m-men-grey-loose-jeans/p/27224312",
  "aspect_ratio": 0.75,
  "sibling_colour_codes": [],
  "tag": [
    {
      "title": "BESTSELLER",
      "title_color": "#142536",
      "bg_color": "#ebf4ff",
      "border_color": "#C5DDFF",
      "transparency": "FF",
      "transparency_web": 1,
      "image_url": ""
    },
    {
      "title": "LATEST STYLE",
      "title_color": "#142536",
      "bg_color": "#ebf4ff",
      "border_color": "#C5DDFF",
      "transparency": "FF",
      "transparency_web": 1,
      "image_url": ""
    }
  ],
  "dynamic_text": {
    "title": "Extra 10% Off",
    "title_color": "#008945",
    "bg_color": "#ebf4ff",
    "border_color": "#C5DDFF",
    "transparency": "FF",
    "transparency_web": 1,
    "image_url": "",
    "offer_id": 1143075
  },
  "offer_message": "Extra 10% Off",
  "offer_key": 1143075,
  "from_url": "https://www.nykaafashion.com/men/c/6823?root=topnav_1&p=3"
}

Each scraped product returns a detailed record with 22 fields:

Product Identification

Field	Meaning & Use
ID	Unique Nyka internal product identifier. Use this as a primary key for databases and tracking over time.
SKU	Stock Keeping Unit — the merchant's internal product code. Essential for inventory reconciliation and order fulfillment.
Title	Product name as displayed on search results. Use for keyword analysis and product categorization.
Sub Title	Secondary description or tagline (e.g., "Summer Collection 2024"). Useful for variant and segment filtering.
Type	Product category type (e.g., shirt, trousers, shoes). Helpful for filtering and analytics by product class.
Category ID	Internal category identifier. Use to map products to catalog hierarchies and segment analysis.

Pricing & Offers

Field	Meaning & Use
Price	Original/list price of the product. Track for MSRP trends and margin analysis.
Discounted Price	Final selling price after discounts. Use for competitive pricing analysis and margin calculations.
Discount	Discount amount or percentage applied. Monitor promotional intensity and seasonality trends.
Offer Count	Number of active offers/promotions on this product. Indicates promotional saturation.
Offers	Array of offer details (coupon codes, bundle deals, etc.). Parse for promotion strategy insights.
Offer Message	Human-readable promo message (e.g., "Get 20% off"). Extract for marketing trend analysis.
Offer Key	Unique identifier for each offer. Use to track which promotions drive conversions.

Inventory & Availability

Field	Meaning & Use
Is Out Of Stock	Boolean flag for stock status. Track availability patterns by category and season.
Size Variation	Available sizes for this product (e.g., S, M, L, XL). Use to analyze size demand and supply gaps.

Media & Visuals

Field	Meaning & Use
Image URL	Primary product image link. Cache or download for image-based analytics (size, color, composition).
Aspect Ratio	Image dimensions (width:height). Useful for responsive web design and media library optimization.

Product Intelligence

Field	Meaning & Use
Sibling Colour Codes	Available color variants of the same product. Analyze color preferences and inventory diversity.
Tag	Categorical tags (e.g., "bestseller", "new arrival", "sustainable"). Track trending labels and attributes.
Dynamic Text	Contextual messaging or alerts (e.g., "Only 2 left in stock"). Monitor urgency messaging tactics.

Navigation & Tracking

Field	Meaning & Use
Action URL	Direct link to the product detail page. Use to build clickable product feeds or landing pages.
PLP PDP Bridge	Connection data between product list (PLP) and detail (PDP) pages. Support analytics and funnel tracking.
Has Visual Similarity Recos	Flag for visual recommendation module. Indicates product similarity for recommendation system testing.
Tracking Metadata	Internal tracking codes and analytics parameters. Preserve for click-through and conversion attribution.

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How to Use

1. Gather URLs — Navigate to Nyka Fashion category or search pages (e.g., Men's, Women's, Kids). Copy the URL from the address bar (with pagination, if needed).
2. Prepare configuration — Create a JSON input with your URLs and set max_items_per_url to control data volume (20–200 recommended).
3. Enable error handling — Set ignore_url_failures: true for bulk runs to prevent interruptions.
4. Run the scraper — Execute the actor and monitor progress in the run log.
5. Export & process — Download results as JSON, CSV, or Excel. Load into Excel, Python, or your database for analysis.

Tips & Best Practices:

• Use specific category URLs (/men/c/6823) rather than homepage to target relevant inventory.
• Increase max_items_per_url during off-peak hours to reduce server load.
• Run regularly (weekly or monthly) to track price changes and promotional cycles.
• Store historical snapshots to detect trends in discounting and availability.

Handling Common Issues:

• If results are empty, verify the URL is a valid Nyka search/category page.
• If images fail to load, check that image CDN is accessible from your network/proxy.
• If size data is missing, the product may not have size variations (single-size items).

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Use Cases & Business Value

Price Intelligence:

• Monitor competitor prices and discount strategies in real-time.
• Identify price elasticity and seasonal trends across fashion categories.

Inventory & Assortment Analysis:

• Track product availability and stockout patterns by category.
• Analyze color and size demand to optimize inventory planning.

Market Research:

• Benchmark fashion retailer offerings against Nyka's catalog.
• Identify emerging brands, trends, and promotional messaging.

E-Commerce Platforms:

• Feed Nyka product data into price comparison or fashion aggregator sites.
• Build recommendation engines powered by visual and price similarity.

Automating product data collection from Nyka Fashion saves hours of manual work while delivering precise, machine-actionable insights for strategy and operations.

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Conclusion

The Nyka Fashion Product Search Scraper is a powerful tool for anyone needing structured fashion product data at scale. With 22 rich data fields covering pricing, inventory, media, and tracking, it enables competitive intelligence, market research, and platform integration. Start scraping today and transform unstructured product pages into actionable business intelligence.