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Bigbasket Product Details Scraper

Scrape detailed product information from BigBasket.com including pricing, images, ratings, inventory, and 20+ data fields. Perfect for market research, price monitoring, and competitive analysis in the Indian e-commerce grocery sector.

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Pay per usage

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Soft Alexist

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5 days ago

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BigBasket Product Details Scraper: Extract E-Commerce Data at Scale

What Is BigBasket?

BigBasket is India's largest online grocery and retail marketplace, offering millions of SKUs across food, beverages, household essentials, and more. Each product listing contains rich structured data—images, pricing, ratings, inventory status, and detailed descriptions. Collecting this data manually is impractical; the BigBasket Product Details Scraper automates extraction, delivering clean, machine-readable records for analysis and integration.

Overview

The BigBasket Product Details Scraper extracts comprehensive product information from individual BigBasket product pages, transforming unstructured web content into structured datasets. It is designed for:

E-commerce analysts tracking product catalogs and pricing trends
Market researchers studying consumer goods demand in India
Price monitoring services building competitive intelligence tools
Business intelligence teams aggregating multi-source product data
Developers feeding product data into recommendation engines or comparison platforms

Key strengths include support for multiple URLs in a single run, robust error handling with ignore_url_failures, and extraction of 20+ essential product fields including images, pricing, ratings, and inventory status.

Input Format

The scraper accepts a JSON configuration specifying target product URLs:

{
    "urls": [
        "https://www.bigbasket.com/pd/40152364/vikram-kadak-dust-tea-250-g-box/?nc=l2category&t_pos_sec=1&t_pos_item=5&t_s=Kadak%2520Dust%2520Tea",
        "https://www.bigbasket.com/pd/40314899/tetley-black-tea-digest-chai-loose-leaf-flavoured-fennel-cardamom-black-pepper-200-g/",
        "https://www.bigbasket.com/pd/40131759/vahdam-imperial-himalayan-white-tea-bags-100-unblended-natural-30-g/"
    ],
    "max_items_per_url": 200,
    "ignore_url_failures": true
}

Configuration Parameters

Parameter	Type	Description
`urls`	Array of strings	Direct links to BigBasket product detail pages. Each URL must lead to a specific product page (not search results or category pages). Copy URLs directly from the browser address bar.
`max_items_per_url`	Integer	Maximum records to extract per URL. Set to `200` for full product data extraction.
`ignore_url_failures`	Boolean	If `true`, the scraper continues running even if some URLs fail to load or time out. Useful for bulk runs where occasional failures are expected.

Best practice: Use exact product URLs from BigBasket. Search result links or filtered category pages may not work. If a product has multiple variants, each variant requires a separate URL.

Output Format

Sample output

{
  "base_img_url": "https://www.bbassets.com/media/uploads",
  "visibility": {
    "path_id": 10864,
    "fc_id": 1820,
    "sa_id": 19224,
    "supply_chain_ecs": null
  },
  "id": "40152364",
  "external_entity": null,
  "inv_info": {
    "skus": [
      {
        "id": 40152364,
        "qty": 1,
        "fc_id": 1820
      }
    ]
  },
  "desc": "Kadak Dust Tea",
  "pack_desc": "Box",
  "w": "250 g",
  "additional_info": {
    "key_highlights": [],
    "assurance_widget": [],
    "per_unit_pd_page": true,
    "per_unit_listing_page": true
  },
  "absolute_url": "/pd/40152364/vikram-kadak-dust-tea-250-g-box/",
  "usp": "",
  "cart_count": 0,
  "aplus_url": null,
  "images": [
    {
      "s": "https://www.bbassets.com/media/uploads/p/s/40152364_2-vikram-kadak-dust-tea.jpg",
      "m": "https://www.bbassets.com/media/uploads/p/m/40152364_2-vikram-kadak-dust-tea.jpg",
      "l": "https://www.bbassets.com/media/uploads/p/l/40152364_2-vikram-kadak-dust-tea.jpg",
      "xl": "https://www.bbassets.com/media/uploads/p/xl/40152364_2-vikram-kadak-dust-tea.jpg",
      "xxl": "https://www.bbassets.com/media/uploads/p/xxl/40152364_2-vikram-kadak-dust-tea.jpg"
    },
    {
      "s": "https://www.bbassets.com/media/uploads/p/s/40152364-2_2-vikram-kadak-dust-tea.jpg",
      "m": "https://www.bbassets.com/media/uploads/p/m/40152364-2_2-vikram-kadak-dust-tea.jpg",
      "l": "https://www.bbassets.com/media/uploads/p/l/40152364-2_2-vikram-kadak-dust-tea.jpg",
      "xl": "https://www.bbassets.com/media/uploads/p/xl/40152364-2_2-vikram-kadak-dust-tea.jpg",
      "xxl": "https://www.bbassets.com/media/uploads/p/xxl/40152364-2_2-vikram-kadak-dust-tea.jpg"
    },
    {
      "s": "https://www.bbassets.com/media/uploads/p/s/40152364-3_2-vikram-kadak-dust-tea.jpg",
      "m": "https://www.bbassets.com/media/uploads/p/m/40152364-3_2-vikram-kadak-dust-tea.jpg",
      "l": "https://www.bbassets.com/media/uploads/p/l/40152364-3_2-vikram-kadak-dust-tea.jpg",
      "xl": "https://www.bbassets.com/media/uploads/p/xl/40152364-3_2-vikram-kadak-dust-tea.jpg",
      "xxl": "https://www.bbassets.com/media/uploads/p/xxl/40152364-3_2-vikram-kadak-dust-tea.jpg"
    },
    {
      "s": "https://www.bbassets.com/media/uploads/p/s/40152364-4_1-vikram-kadak-dust-tea.jpg",
      "m": "https://www.bbassets.com/media/uploads/p/m/40152364-4_1-vikram-kadak-dust-tea.jpg",
      "l": "https://www.bbassets.com/media/uploads/p/l/40152364-4_1-vikram-kadak-dust-tea.jpg",
      "xl": "https://www.bbassets.com/media/uploads/p/xl/40152364-4_1-vikram-kadak-dust-tea.jpg",
      "xxl": "https://www.bbassets.com/media/uploads/p/xxl/40152364-4_1-vikram-kadak-dust-tea.jpg"
    },
    {
      "s": "https://www.bbassets.com/media/uploads/p/s/40152364-5_1-vikram-kadak-dust-tea.jpg",
      "m": "https://www.bbassets.com/media/uploads/p/m/40152364-5_1-vikram-kadak-dust-tea.jpg",
      "l": "https://www.bbassets.com/media/uploads/p/l/40152364-5_1-vikram-kadak-dust-tea.jpg",
      "xl": "https://www.bbassets.com/media/uploads/p/xl/40152364-5_1-vikram-kadak-dust-tea.jpg",
      "xxl": "https://www.bbassets.com/media/uploads/p/xxl/40152364-5_1-vikram-kadak-dust-tea.jpg"
    },
    {
      "s": "https://www.bbassets.com/media/uploads/p/s/40152364-6_1-vikram-kadak-dust-tea.jpg",
      "m": "https://www.bbassets.com/media/uploads/p/m/40152364-6_1-vikram-kadak-dust-tea.jpg",
      "l": "https://www.bbassets.com/media/uploads/p/l/40152364-6_1-vikram-kadak-dust-tea.jpg",
      "xl": "https://www.bbassets.com/media/uploads/p/xl/40152364-6_1-vikram-kadak-dust-tea.jpg",
      "xxl": "https://www.bbassets.com/media/uploads/p/xxl/40152364-6_1-vikram-kadak-dust-tea.jpg"
    },
    {
      "s": "https://www.bbassets.com/media/uploads/p/s/40152364-7_1-vikram-kadak-dust-tea.jpg",
      "m": "https://www.bbassets.com/media/uploads/p/m/40152364-7_1-vikram-kadak-dust-tea.jpg",
      "l": "https://www.bbassets.com/media/uploads/p/l/40152364-7_1-vikram-kadak-dust-tea.jpg",
      "xl": "https://www.bbassets.com/media/uploads/p/xl/40152364-7_1-vikram-kadak-dust-tea.jpg",
      "xxl": "https://www.bbassets.com/media/uploads/p/xxl/40152364-7_1-vikram-kadak-dust-tea.jpg"
    }
  ],
  "variable_weight": null,
  "brand": {
    "name": "Vikram",
    "slug": "vikram",
    "url": "/pb/vikram/"
  },
  "category": {
    "tlc_name": "Beverages",
    "tlc_slug": "beverages",
    "llc_name": "Leaf & Dust Tea",
    "llc_slug": "type=pc&slug=leaf-dust-tea",
    "llc_id": 1672
  },
  "additional_attr": {
    "bby_lod": null,
    "info": [
      {
        "id": null,
        "type": "food_type",
        "sub_type": "veg",
        "position": null,
        "image_url": null,
        "label": "veg"
      }
    ]
  },
  "tabs": [
    {
      "content": "<style type=\"text/css\"> @import url(\"https://www.bbassets.com/static/froala_style_v2.min.css\"); </style>\n        <div style=\"font-family: 'ProximaNova-Regular';font-size:13px;line-height: 18px;color:8f8f8f;\">\n            Vikram Dust is the ideal tea for all those who prefer to jumpstart their day with a cup of kadak chai. Vikram Dust is a flavourful, effective tea, which brews a tempting shade of golden. It is the tea taste that resides in the heart of every true Indian. It is made from high-quality Assam Tea Leaves and is carefully manufactured to perfection.\n        </div>",
      "title": "About the Product"
    },
    {
      "content": "<style type=\"text/css\"> @import url(\"https://www.bbassets.com/static/froala_style_v2.min.css\"); </style>\n        <div style=\"font-family: 'ProximaNova-Regular';font-size:13px;line-height: 18px;color:8f8f8f;\">\n            Bring fresh water to boil and add the tea powder. Then, add milk and sugar as per taste.\n        </div>",
      "title": "How to Use",
      "hide": true
    },
    {
      "content": "<style type=\"text/css\"> @import url(\"https://www.bbassets.com/static/froala_style_v2.min.css\"); </style>\n        <div style=\"font-family: 'ProximaNova-Regular';font-size:13px;line-height: 18px;color:8f8f8f;\">\n            EAN Code: 40152364 <br> Country of origin: India <br> FSSAI Number: 10012022000982 <br> Manufactured & Marketed by: Vikram Tea Processor Private limited, Gut No. 11 & 12, At Post- Borkhedi, Near Malacha Ganapathy, SindhkhedRaja Road, Jalna, 431213, Maharashtra, India. <br> Best before 14-01-2027 <br> For Queries/Feedback/Complaints, Contact our Customer Care Executive at: Phone: 1860 123 1000 | Address: INNOVATIVE RETAIL CONCEPTS PRIVATE LIMITED No.18, 2nd & 3rd Floor, 80 Feet Main Road, Koramangala 4th Block, Bangalore - 560034. | Email: customerservice@bigbasket.com\n        </div>",
      "title": "Other Product Info",
      "hide": true
    }
  ],
  "tags": [
    {
      "header": "DIETARY PREFERENCE",
      "values": [
        {
          "display_name": "Normal",
          "dest_type": "product_list",
          "dest_slug": "type=tag&slug=dietary-preference--normal",
          "url": "/ts/4621/dietary-preference/normal"
        }
      ]
    },
    {
      "header": "NON MILK",
      "values": [
        {
          "display_name": "Non Milk",
          "dest_type": "product_list",
          "dest_slug": "type=tag&slug=non-milk--non-milk",
          "url": "/ts/19513/non-milk/non-milk"
        }
      ]
    },
    {
      "header": "COUNTRY OF ORIGIN",
      "values": [
        {
          "display_name": "India",
          "dest_type": "product_list",
          "dest_slug": "type=tag&slug=country-of-origin--india",
          "url": "/ts/173/country-of-origin/india"
        }
      ]
    },
    {
      "header": "POWDER TYPE",
      "values": [
        {
          "display_name": "Dust",
          "dest_type": "product_list",
          "dest_slug": "type=tag&slug=powder-type--dust",
          "url": "/ts/4600/powder-type/dust"
        }
      ]
    },
    {
      "header": "FOOD PREFERENCE",
      "values": [
        {
          "display_name": "Vegetarian",
          "dest_type": "product_list",
          "dest_slug": "type=tag&slug=food-preference--vegetarian",
          "url": "/ts/787/food-preference/vegetarian"
        }
      ]
    },
    {
      "header": "INFUSION TYPE",
      "values": [
        {
          "display_name": "Tea Dust",
          "dest_type": "product_list",
          "dest_slug": "type=tag&slug=infusion-type--tea-dust",
          "url": "/ts/4628/infusion-type/tea-dust"
        }
      ]
    }
  ],
  "combo": null,
  "breadcrumb": [
    {
      "id": 351,
      "name": "beverages",
      "slug": "beverages",
      "type": "pc",
      "url": "/cl/beverages/"
    },
    {
      "id": 360,
      "name": "tea",
      "slug": "tea",
      "type": "pc",
      "url": "/pc/beverages/tea/"
    },
    {
      "id": 1672,
      "name": "leaf & dust tea",
      "slug": "leaf-dust-tea",
      "type": "pc",
      "url": "/pc/beverages/tea/leaf-dust-tea/"
    }
  ],
  "rating_info": {
    "avg_rating": "4.6",
    "rating_count": 12,
    "review_count": 1,
    "sku_id": 40152362
  },
  "availability": {
    "avail_status": "001",
    "short_eta": "10 mins",
    "medium_eta": null,
    "long_eta": null,
    "label": null,
    "display_mrp": true,
    "display_sp": true,
    "not_for_sale": false,
    "button": "Add",
    "show_express": false
  },
  "is_tobacco": false,
  "pricing": {
    "offer": {},
    "discount": {
      "mrp": "120",
      "d_text": null,
      "d_avail": null,
      "prim_price": {
        "sp": "120",
        "icon": null,
        "desc": null,
        "base_price": null,
        "base_unit": null
      },
      "sec_price": null,
      "offer_entry_text": null,
      "offer_available": null
    },
    "promo": null
  },
  "children": []
}

Each scraped product returns a rich record with 20+ fields covering all critical product information:

Core Identification

Field	Meaning	Example
`ID`	Unique BigBasket product identifier (PD number)	`40152364`
`Absolute URL`	Full canonical product page URL	`https://www.bigbasket.com/pd/...`
`External Entity`	Marketplace seller or fulfillment partner	BigBasket Retail, Third-party seller name
`Visibility`	Product listing status (visible, hidden, delisted)	`active`, `archived`

Product Information

Field	Meaning
`Brand`	Manufacturer or brand name
`Description`	Full product description and features
`Pack Description`	Size, quantity, and packaging details
`Weight`	Standard packaging weight
`Variable Weight`	Whether the product is sold by variable weight (e.g., loose produce)
`USP`	Unique selling points highlighted
`Additional Info`	Extra product details, certifications, ingredients
`Additional Attributes`	Custom attributes like flavor, type, dietary info
`Tags`	Search and categorization tags

Field	Meaning
`Category`	Product category hierarchy
`Breadcrumb`	Navigation path on BigBasket

Pricing & Commerce

Field	Meaning
`Pricing`	Current price, MRP, discounts, and offers
`Availability`	Stock status (in stock, out of stock, limited)
`Cart Count`	Number of units added to carts by users (popularity metric)

Media & Visual Content

Field	Meaning
`Base Image URL`	Primary product thumbnail or hero image
`Images`	Array of all product images
`A+ URL`	Enhanced product content or rich media URL

Customer Feedback

Field	Meaning
`Rating Info`	Customer ratings and review statistics

Inventory & Logistics

Field	Meaning
`Inventory Info`	Stock levels, warehouse availability

Relationships & Offers

Field	Meaning
`Combo`	Bundle offers or combo deals
`Children`	Related variants or sub-products

Special Flags

Field	Meaning
`Is Tobacco`	Whether the product is tobacco or restricted item

How to Use

Gather product URLs — Navigate to BigBasket.com, search for products of interest, and open individual product detail pages. Copy the full URL from your browser.
Prepare the input — Paste URLs into the urls array. You can add one URL or batch multiple products (e.g., all tea variants, all brands in a category).
Configure settings — Set ignore_url_failures: true to skip broken or unavailable links without stopping the run. Set max_items_per_url: 200 for complete extraction.
Start the scraper — Execute the actor and monitor progress in the logs.
Export results — Download data as JSON, CSV, or Excel. Import into spreadsheets, databases, or BI tools.

Troubleshooting:

No data returned: Verify the URL is a product detail page, not a search results or category page.
Partial data: Some fields may be empty if BigBasket does not populate them for that product (e.g., ratings for new items).
Price changes: BigBasket prices update frequently; re-scrape for latest pricing.

Real-World Use Cases

Price monitoring: Track competitor pricing on the same products over time
Market research: Analyze product availability, ratings, and demand signals across categories
Inventory analysis: Monitor stock levels and predict demand for supply chain optimization
Comparative analysis: Build datasets comparing prices, ratings, and attributes across brands
Data enrichment: Augment internal catalogs with BigBasket ratings and customer reviews
Recommendation engines: Feed product metadata and ratings into ML models

The BigBasket Product Details Scraper eliminates manual data entry, enabling real-time insights into one of India's largest e-commerce marketplaces.

Conclusion

The BigBasket Product Details Scraper is an essential tool for anyone analyzing India's e-commerce grocery market. With 20+ data fields covering pricing, inventory, ratings, and product attributes, it transforms product discovery into actionable data. Whether you're conducting market research, monitoring competitors, or building data-driven applications, this scraper delivers the detailed, structured information you need.

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