Blinkit Category Products Scraper | Prices, MRP & Stock India

Scrape product listings from Blinkit category pages in India (not keyword search). Export prices, MRP, discounts, stock, ratings, and images for any delivery location using latitude and longitude.

For keyword search, use the Blinkit Search Scraper actor instead.

Prices and availability depend on where you order from. Set coordinates for the delivery area you care about (for example central Delhi or Koramangala, Bangalore). All categories in one run use the same location.

Input

Field	Type	Required	Default	Description
categoryUrls	array	Yes	Sample milk category	Full Blinkit category URLs with /cid/{l0}/{l1}.
latitude	number	Yes	28.6139	Delivery latitude (decimal degrees, -90 to 90).
longitude	number	Yes	77.209	Delivery longitude (decimal degrees, -180 to 180).
maxItems	integer	No	50	Maximum total products saved across all categories.
maxItemsPerCategory	integer	No	50	Maximum products per category (also limited by maxItems).
proxyConfiguration	object	No	Residential proxy on	Apify residential proxy (recommended on Apify cloud).

Finding category URLs

Open a leaf subcategory on Blinkit (one that shows a product grid) and copy the URL from your browser, for example:

https://blinkit.com/cn/milk/cid/14/922

The two numbers after /cid/ are category IDs (14 = top level, 922 = leaf). Parent categories that only show subcategory tiles may return few or no products.

If a URL is wrong, the run fails immediately and the log shows the expected format and an example URL.

Output

After a successful run, open Output in the Apify Console:

• Product listings (table) — quick overview of name, brand, price, MRP, stock, and links.
• Full dataset (JSON) — every field for export or API use.

Results are saved to the run dataset—one JSON object per product on the category page.

Field	Description
platform	Always blinkit.
categoryL0, categoryL1	Category IDs from your URL.
categoryName	Display name of the category page when available.
categoryUrl	Category page URL that was scraped.
rank	Position on the listing (1 = first).
productId, variantId	Blinkit product identifiers.
name, brand, quantity	Product title, brand, and pack size.
price, mrp, currency	Selling price and MRP in INR.
discountText	Offer label on the card, if shown.
inStock, inventory	Availability and stock when reported.
rating, ratingCount	Customer rating and count label (e.g. 7.9 lac).
merchantId, merchantType, eta	Fulfilment and delivery hints when shown.
imageUrl, images	Product image URL(s).
productUrl	Link to the product on Blinkit.
latitude, longitude	Coordinates used for this result.
scrapedAt	ISO timestamp when the row was collected.

Example dataset item

{
  "platform": "blinkit",
  "categoryL0": "14",
  "categoryL1": "922",
  "categoryName": "Milk",
  "categoryUrl": "https://blinkit.com/cn/milk/cid/14/922",
  "rank": 1,
  "productId": "19512",
  "name": "Amul Taaza Toned Milk",
  "brand": "Amul",
  "quantity": "500 ml",
  "price": 30,
  "mrp": 30,
  "currency": "INR",
  "inStock": true,
  "rating": 4.6,
  "productUrl": "https://blinkit.com/prn/amul-taaza-toned-milk/prid/19512",
  "latitude": 28.6139,
  "longitude": 77.209,
  "scrapedAt": "2026-05-28T10:15:00.000Z"
}

Pricing Structure

Pay per usage — you are charged for Apify compute (runtime, memory) for each run. Residential proxy is used by default on Apify cloud for reliable access to Blinkit.

Examples

Example 1: Milk category in Delhi

Input

{
  "categoryUrls": ["https://blinkit.com/cn/milk/cid/14/922"],
  "latitude": 28.6139,
  "longitude": 77.209,
  "maxItems": 30
}

Output: Up to 30 products from the Milk category, ordered as on Blinkit for that location, with prices and stock for each row.

Example 2: Multiple categories, same location

Input

{
  "categoryUrls": [
    "https://blinkit.com/cn/milk/cid/14/922",
    "https://blinkit.com/cn/bread-pav/cid/14/28"
  ],
  "latitude": 19.076,
  "longitude": 72.8777,
  "maxItems": 100,
  "maxItemsPerCategory": 50
}

Output: Products from both categories for Mumbai coordinates, capped at 50 per category and 100 total.

Example 3: Invalid URL (run fails)

Input: https://blinkit.com/cn/milk (missing /cid/{l0}/{l1})

Output: Run fails with a message showing the correct URL format and example: https://blinkit.com/cn/milk/cid/14/922

Best Practices

1. Use leaf category URLs that display products, not only subcategory navigation.
2. Set latitude and longitude for the delivery pin you care about—prices and stock change by area.
3. Start with maxItems: 10 to check output and cost before large runs.
4. One location per run—all categoryUrls share the same coordinates.
5. For search by keyword (e.g. “amul butter”), use the Blinkit Search Scraper actor instead of this one.