Nykaa Scraper for Beauty and Fashion Product Data

Nykaa dataset: the fields we extract

A Nykaa product address ends in /p/ and a numeric product id; pick a shade and the page adds a skuId for that variant. Our Nykaa scraper keys every row on both, so a lipstick with thirty-one shades becomes thirty-one rows that stay joined to one product.

• Identity - product id, skuId, product URL, brand, the full title with shade name and pack size, and the breadcrumb, for example Makeup, Lips, Lipstick.
• Price - MRP, selling price, discount percentage and the inclusive of all taxes note, per shade or size where they differ.
• Offers - Extra % Off tags, Enjoy Complimentary Gift markers, coupon codes listed on the page, the reward points a purchase earns and the lower figure Nykaa quotes as the price with offers.
• Variants and stock - the shade or size list with brand codes, the shade count on listing cards and sold-out shades.
• Ranking and badges - BESTSELLER, FEATURED and NEW badges, AD placements, and the numbered bestseller rank inside a category with its See Top 20 link.
• Ratings - average rating out of five, ratings count and reviews count.
• Seller and product details - the Sold by entity, the authenticity note, country of origin, manufacturer and the expiry date of the stock on sale.

Category and search pages carry MRP, price, discount, badges, rating count and shade count on each card, so coverage can start wide and open product pages only where shade-level detail is needed.

Nykaa price tracker, sale days and reviews

One product page is a single reading. The rest comes from coverage and repetition.

• Price history and price drops. Nykaa's selling price moves with sales and offers. Re-reading the same skuIds daily or weekly turns MRP, selling price and discount into a dated series, so a price drop shows up as an event with a date.
• Category depth. Category listings sit at /c/ addresses with a product count, sort by popularity and filter by brand, price, discount, rating, colour, formulation, finish, skin type and country of origin; Sun Care adds SPF and concern. We slice large categories through the filters and merge on product id.
• Reviews. Each review carries a star rating, the shade it was written about, date, title, text, the Verified Buyers mark and a helpful count, and customer photos are counted. Reviewer names are personal data under GDPR and stay out of the files.
• Nykaa Fashion as a second source. nykaafashion.com has its own cards and labels - Lowest price ever, Price dropped by a stated amount, HIDDEN GEMS, LATEST STYLE, RESPONSIBLE - plus size lists, Usually ships in, COD available and a brand panel with years on Nykaa and orders fulfilled. We crawl it separately and deliver it in a matching schema.