Nykaa Products Search Scraper: Extract Beauty & Skincare Data at Scale

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What Is Nykaa.com?

Nykaa is one of India's largest beauty and personal care e-commerce platforms, hosting hundreds of thousands of products across skincare, haircare, makeup, and wellness. With constantly shifting prices, flash sales, and new launches, tracking product data manually is impractical. The Nykaa Products Search Scraper automates this, turning category and search pages into structured, analysis-ready datasets.

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Overview

The Nykaa Products Search Scraper collects product cards from Nykaa's category and search result pages — everything visible in a product grid. It is suited for:

• Price comparison platforms aggregating beauty product pricing
• Brand managers monitoring their listings and competitor positioning
• Market researchers analyzing product availability, ratings, and discount trends
• Data engineers building beauty retail datasets

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Input Format

The scraper accepts a simple JSON configuration:

{
  "ignore_url_failures": true,
  "max_items_per_url": 200,
  "urls": [
    "https://www.nykaa.com/skin/moisturizers/night-cream/c/8395?page_no=2&sort=popularity"
  ]
}

Field	Type	Description
urls	array of strings	One or more Nykaa category or search result page URLs to scrape. Add URLs one by one or paste a prepared list via Bulk Edit. Example: https://www.nykaa.com/skin/moisturizers/night-cream/c/8395?page_no=2&sort=popularity
max_items_per_url	integer	Maximum number of products to collect per URL. Default: 20. Set higher (e.g., 200) for full category sweeps.
ignore_url_failures	boolean	If true, the scraper skips failed URLs and continues running rather than stopping the entire job. Recommended for bulk runs. Default: true.

Tip: To scrape multiple pages of a category, add each paginated URL separately (e.g., ?page_no=1, ?page_no=2). You can also vary sort= parameters (popularity, price_asc, new_arrivals) for different slices of the same category.

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Output Format

Sample output

{
  "brand_ids": "8242",
  "brand_name": "LANEIGE",
  "button_text": "ADD TO BAG",
  "new_button_text": "Add to Bag",
  "category_ids": "8400,3841,194,8399,8242,7287,7303,7309,77,1300,1303,60090,60092,53665,61470,61852,61964,61979,8394,62177,25750,62217,62880,58039,63379,63452,64323,64365,64577,64493,64478,64619,64627,64645,64655,64897,64654,64657,64658,66312,66370,60264,30725,67383,67456,67914,68236,68433,69261,69524,69616,69645,9320,69736,69429,69431,70103,61882,70260,69741,69742,70627,69743,70257,69745,69740,70998,70997,69744,71537,71536,714,2871,3958,3965,11723,11765,11766,11774,71570,71656,71660,67408,72132,67994,72212,26530,72289,72644,72721,72789,71413,73426,8377,68595,66097,73657,73656,72853,73947,73999,74120,74171,74284,74288,72858,74307,63864,74860,74962,15752,75599,75844,75897,76240,76409,76419,76560,76637,76784,73339,61151,67379,78179,78180,78388,78438,78562,73917,78717,78718,78721,78722,79049,79105,79122,79123,79248,79256,79255,78731,79215,79275,79379,6184,79587,79588,79608,79605,75621,80092,80390,80399,80796,30710,81694,81842,81847,82156,82153,82196,82197,81856,81942,81943,81945,82394,80932,64653,82493,82499,81952,82518,81949,82533,82534,82520,82541,82543,82567,81953,81940,78951,82503,82590,82942,83608,84175,8395,79991,66753,84146,84762,84827,84828,84829,84830,84831,84856,84893,84927,84928,85117,66302,85181,85298,85516,85517,85518,85519,85520,85688,85700,85927,86179,86262,86429,86581,86727,86728,86729,86730,86777,86799,86801,86800,86798,86857,86866,88286,88387,21447,87210,88518,87199,87207,88535,88551,88563,88575,88576,88214,88697,88894,89123,89242,89262,88728,88727,89779,90503,90426,88982,88737,90622,90868,88724,90669,91238,6961,91993,94495,95259,94247,94245,94241,95427,94890,95491,94252,95438,95577,95994,96233,95178,95179,95180,95183,96791,97035,97221,97373,100332,100376,100377,100938,100914,7415,7510,100800,102189,101760,102537,102437,102786,102529,102751,102990,103026,102864,103005,101423,102866,101424,103594,101427,103674,101426,103939,104789,64795,68788,79137,67640,73106,69507,65682,100273,64794,64682,64991,63751,64651,101019,64843,86257,68789,64797,64629,65462,67202,101119,64746,63759,74279,64727,64744,90728,64678,2,64795,68788,79137,67640,73106,69507,65682,100273,64794,64682,64991,63751,64651,101019,64843,86257,68789,64797,64629,65462,67202,101119,64746,63759,74279,64727,64744,90728,64678",
  "child_id": "14231925",
  "dynamic_tags": [],
  "new_tags": [
    {
      "border_color": "",
      "title": "BEST IN BEAUTY",
      "transparency_web": 1,
      "image_url": "",
      "bg_color": "#ffffff",
      "transparency": "FF",
      "title_color": "#006DFF",
      "fontweight": "600",
      "fontsize": "12"
    }
  ],
  "id": "14231925",
  "image_url": "https://images-static.nykaa.com/media/catalog/product/tr:h-200,w-200,cm-pad_resize/9/e/9e7a019LANEI00000293_aa1.jpg",
  "in_stock": true,
  "mrp": 1300,
  "name": "LANEIGE Bouncy And Firm Sleeping Mask",
  "offers_count": 3,
  "only_wishlist_button": false,
  "parent_id": "14231925",
  "price": 1105,
  "primary_categories": {
    "l1": {
      "id": "8377",
      "name": "Skin"
    },
    "l2": {
      "id": "8393",
      "name": null
    },
    "l3": {
      "id": "8395",
      "name": "Night Cream"
    }
  },
  "product_id": "14231925",
  "pro_flag": 0,
  "quantity": 120,
  "rating": 4.5,
  "rating_count": 1168,
  "slug": "laneige-bouncy-and-firm-sleeping-mask/p/14231925",
  "title": "LANEIGE Bouncy And Firm Sleeping Mask",
  "product_title": "Bouncy And Firm Sleeping Mask",
  "type": "configurable",
  "variant_count": 2,
  "discount": 15,
  "variant_type": "size",
  "is_backorder": false,
  "is_lux": 1,
  "is_free_sample": false,
  "offer": "Get Complimentary Product",
  "offer_color": "",
  "offer_id": 1138846,
  "show_offer": true,
  "is_mini": false,
  "sku": "LANEI00000294",
  "tracking_metadata": {
    "es_score": 45.766186,
    "popularity": 45.76618405891639
  },
  "pr_data": null,
  "is_pr_enabled": false,
  "is_early_access": false,
  "is_flash_sale": false,
  "call_outs_template": null,
  "cohort_sale_template": null,
  "disable_prive_product": false,
  "secondary_tag": "https://images-static.nykaa.com/media/Editor_Pickv2.png",
  "secondary_tag_v2": "https://images-static.nykaa.com/media/Editor_Pickv2.png",
  "from_url": "https://www.nykaa.com/skin/moisturizers/night-cream/c/8395?page_no=2&sort=popularity"
}

Each product record contains up to 49 fields:

Core Product Identity

Field	Meaning
ID	Internal Nykaa record identifier
Product ID	Nykaa's canonical product identifier
Child ID	Variant-level ID (e.g., specific shade or size)
Parent ID	ID of the parent product grouping all variants
SKU	Stock Keeping Unit code for the specific variant
Slug	URL-friendly identifier used in the product page path
Name	Base product name
Title	Full display title shown in search results
Product Title	Alternate title field used in some listing contexts
Type	Product type classification (e.g., simple, configurable)

Brand & Category

Field	Meaning
Brand Name	Name of the brand selling the product
Brand IDs	Internal IDs associated with the brand
Category IDs	IDs of all categories the product belongs to
Primary Categories	Main category path (e.g., Skincare > Moisturizers)

Pricing & Discounts

Field	Meaning
MRP	Maximum Retail Price (original listed price)
Price	Current selling price after any discount
Discount	Discount amount or percentage off MRP
Offers Count	Number of active offers on the product
Offer	Description of the primary active offer
Offer Color	UI color code associated with the offer badge
Offer ID	Identifier for the active offer
Show Offer	Flag indicating whether the offer badge is displayed

Availability & Stock

Field	Meaning
In Stock	Boolean — whether the product is currently available
Quantity	Available stock quantity
Is Backorder	Whether the product can be ordered when out of stock
Variant Count	Total number of variants available (sizes, shades, etc.)
Variant Type	Type of variant (e.g., size, shade, pack)

Ratings & Reviews

Field	Meaning
Rating	Average customer rating (typically out of 5)
Rating Count	Total number of ratings submitted

Media

Field	Meaning
Image URL	URL of the product's primary thumbnail image

Tags & Merchandising

Field	Meaning
Dynamic Tags	System-generated tags (e.g., "Bestseller", "New")
New Tags	Updated or A/B-tested tag variants
Secondary Tag	Secondary badge or label on the listing
Secondary Tag V2	Updated version of the secondary tag
Call Outs Template	Template identifier for promotional callout banners
Cohort Sale Template	Sale template used for targeted user cohorts

Buttons & UI State

Field	Meaning
Button Text	Primary CTA button label (e.g., "Add to Bag")
New Button Text	Updated CTA button label variant
Only Wishlist Button	If true, only a wishlist button is shown (not add-to-cart)

Special Listing Flags

Field	Meaning
Pro Flag	Whether the product is a Nykaa PRO exclusive
Is Lux	Whether the product is in the Nykaa Luxe segment
Is Free Sample	Whether the item is a free sample offer
Is Mini	Whether the product is a travel/mini-size variant
Is Early Access	Whether the listing is part of an early access launch
Is Flash Sale	Whether the product is currently in a flash sale
Disable Prive Product	Whether the product is hidden from Prive loyalty members

Analytics & Tracking

Field	Meaning
Tracking Metadata	Event-tracking data for analytics integrations
PR Data	Promotional/PR metadata associated with the listing
Is PR Enabled	Whether PR promotional rules are active for this product

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How to Use

1. Find your target URL — Navigate to any Nykaa category, brand, or search results page and copy the URL.
2. Adjust pagination — Modify ?page_no= in the URL to target specific pages.
3. Configure input — Paste URLs into the urls array; set max_items_per_url based on how many products you need.
4. Run the scraper — Start the actor and wait for completion.
5. Export — Download results as JSON, CSV, or Excel.

Best practices:

• For full category coverage, generate paginated URLs for all available pages.
• Use sort=price_asc or sort=new_arrivals to capture different product orderings.
• Set ignore_url_failures: true whenever running more than a few URLs.

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Use Cases & Business Value

• Price monitoring: Track MRP vs. selling price fluctuations and discount patterns across categories
• Competitor benchmarking: Compare brand positioning, ratings, and offer strategies
• Inventory intelligence: Monitor stock availability and backorder trends
• New launch tracking: Use Is Early Access and Dynamic Tags to surface new product introductions
• Retail analytics: Feed structured data into BI dashboards for beauty market reporting

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Conclusion

The Nykaa Products Search Scraper delivers a deep, structured view of India's largest beauty platform — far beyond what manual browsing can provide. With 49 output fields covering pricing, availability, ratings, tags, and merchandising signals, it is a robust foundation for any beauty retail data project. Configure your URLs, run the scraper, and get market-ready data in minutes.