Blinkit API · Endpoint

Blinkit Category Products API

Q: Can my AI agent call it?

Yes, over MCP: the agent finds blinkit.category.products, checks its price and runs it with the same credits as the REST API.

Pull products from an exact shelf, a department’s default shelf or a supported category link, with pack size, price and stock.

1–9 credits per call
Failed calls are free
Updated 10 Oct 2026
blinkit.category.products

Start free, 100 credits API reference

Response completed

{  "category_id": null,  "count": 5,  "has_more": true,  "partial": false,  "results": [    {      "name": "Nandini Toned Milk",      "price": 24,      "mrp": 24,      "rating": 4.5,      "available": true,      "brand": "Nandini",      "captured_at": "2026-10-04T13:24:53Z",      "category_id": null,      "category_name": null,      "currency": "INR",      "discount_amount": 0,      "discount_percent": 0,      "discount_text": null,      "fulfillment": null,      "group_id": 2167381,      "image_url": "https://cdn.grofers.com/da/cms-assets/cms/product/be666ef4-a87d-4ff7-8461-38f3a9682078.png",      "inventory": 12,      "is_sold_out": false,      "is_sponsored": false,      "merchant_id": "40589",      "merchant_type": "express",      "organic_rank": 1,      "price_per_100_unit": 4.8,      "price_per_unit": 0.048,      "product_id": 37083,      "product_url": "https://blinkit.com/prn/nandini-toned-milk/prid/37083",      "quantity": 500,      "rank": 1,      "rating_count": 120000,      "stock_status": "in_stock",      "subcategory_id": "922",      "subcategory_name": null,      "unit": "ml",      "variant": "500 ml",      "location": {        "latitude": 12.911862,        "longitude": 77.6445923,        "pincode": "560102"      },      "images": [        "https://cdn.grofers.com/da/cms-assets/cms/product/be666ef4-a87d-4ff7-8461-38f3a9682078.png",        "https://cdn.grofers.com/da/cms-assets/cms/product/c0fb2f12-6b62-43b4-bd93-b5061a17beae.jpg"      ]    },    {      "name": "Nandini Shubham Pasteurised Standardized Toned Milk",      "price": 27,      "mrp": 27,      "rating": 4.6,      "available": true,      "brand": "Nandini",      "captured_at": "2026-10-04T13:24:53Z",      "category_id": null,      "category_name": null,      "currency": "INR",      "discount_amount": 0,      "discount_percent": 0,      "discount_text": null,      "fulfillment": null,      "group_id": 2908874,      "image_url": "https://cdn.grofers.com/da/cms-assets/cms/product/fb28768e-6f5a-4047-9ad8-159bbe60959c.png",      "inventory": 12,      "is_sold_out": false,      "is_sponsored": false,      "merchant_id": "40589",      "merchant_type": "express",      "organic_rank": 2,      "price_per_100_unit": 5.4,      "price_per_unit": 0.054,      "product_id": 309921,      "product_url": "https://blinkit.com/prn/nandini-shubham-pasteurised-standardized-toned-milk/prid/309921",      "quantity": 500,      "rank": 2,      "rating_count": 140000,      "stock_status": "in_stock",      "subcategory_id": "922",      "subcategory_name": null,      "unit": "ml",      "variant": "500 ml",      "location": {        "latitude": 12.911862,        "longitude": 77.6445923,        "pincode": "560102"      },      "images": [        "https://cdn.grofers.com/da/cms-assets/cms/product/fb28768e-6f5a-4047-9ad8-159bbe60959c.png",        "https://cdn.grofers.com/da/cms-assets/cms/product/03d3311a-97d9-431d-954c-5522ce46b2e8.png"      ]    }  ]}

5 rows

#	Product	Brand	Product ID	Pack size	Price	MRP	Stock	Inventory	Rating	Merchant ID
1	Nandini Toned Milk	Nandini	37083	500 ml	24	24	in_stock	12	4.5	40589
2	Nandini Shubham Pasteurised Standardized Toned Milk	Nandini	309921	500 ml	27	27	in_stock	12	4.6	40589
3	Akshayakalpa Organic Cow Milk (Pasteurized)	Akshayakalpa Organic	478885	500 ml	48	48	in_stock	12	4.6	40589
4	Amul Lactose Free Milk	Amul	206314	250 ml	26	26	in_stock	50	4.6	40589
5	Amul Gold Full Cream Milk	Amul	12872	500 ml	34	34	in_stock	12	4.7	40589

Try it live, free

Input

What you send

The input object of the request, with every field the endpoint accepts.

Send one kind of location: a six-digit pincode, a place name in location_query, or latitude and longitude together, not a mix. A pincode stands for one delivery point, not every address in the area.
Send subcategory_id for an exact shelf, category_url for a Blinkit category link, or category_id for a department's default shelf. subcategory_id wins over category_id. Filter by one brand with brand or several with brands.
Use include to request fulfillment details where available.

Field	Type	Required	What it does	Example
category_id	integer	one of	Department ID from blinkit.categories, or a legacy category ID. Used to resolve a default shelf only when subcategory_id is omitted. An explicit shelf takes precedence; category_id then preserves caller context without validating its parent. At least 1.
category_url	string	one of	Blinkit /cn category link, with a department ID alone or department/subcategory IDs; HTTPS may be omitted.
latitude	number	one of	Latitude of the delivery address. From -90 to 90.
location_query	string	one of	Free-text Indian location resolved before fetching location-dependent Blinkit data.
longitude	number	one of	Longitude of the delivery address. From -180 to 180.
pincode	string	one of	Six-digit Indian pincode; surrounding whitespace is allowed and trimmed. Do not combine with coordinates.	560102
subcategory_id	string	one of	Blinkit subcategory ID (the second ID after /cid/; top-deal IDs may end in _td).	922
brand	string	no	Brand filter.
brands	array<string>	no	Brand filters.
include	array<string>	no	Optional fields or enrichments to include. Allowed values: `fulfillment`.	fulfillment
limit	integer	no	Maximum products returned. From 1 to 100. Default: `20`.	5
max_pages	integer	no	From 1 to 20. Default: `3`.
offset	integer	no	Number of deduplicated products to skip. From 0 to 10000. Default: `0`.

Response

Fields it returns

What each record in the response holds, with the values from the sample above.

Field	Type	What it is	Example
results[].name	string	Product title as Blinkit lists it.	Nandini Toned Milk
results[].brand	string	Brand name on the listing.	Nandini
results[].product_id	integer	Blinkit product id, stable across locations.	37,083
results[].variant	string	Pack size, for example 250 ml.	500 ml
results[].price	integer	Displayed selling price in rupees.	24
results[].mrp	integer	Maximum retail price printed on the pack.	24
results[].discount_text	null	Discount label exactly as Blinkit words it.	null
results[].stock_status	string	Stock as Blinkit reports it at this delivery point: in stock or out of stock.	in_stock
results[].inventory	integer	Units Blinkit reports at this location.	12
results[].is_sponsored	boolean	Whether Blinkit marks the listing as sponsored.	false
results[].rating	number	Average shopper rating shown on the listing.	4.5
results[].merchant_id	string	Store serving this location.	40589
results[].product_url	string	Product page on blinkit.com.	https://blinkit.com/prn/nandini-toned-milk/prid/37083
results[].location	object	The location the result was read for.	3 fields
results[].discount_amount	integer	Rupees off MRP.	0
results[].unit	string	The unit of the pack amount, such as ml.	ml
results[].category_name	null	Department name as Blinkit shows it.	null
results[].subcategory_id	string	Blinkit's ID for the subcategory.	922
results[].subcategory_name	null	The subcategory name, such as Bathing Soaps.	null
results[].image_url	string	Blinkit CDN image for this product.	https://cdn.grofers.com/da/cms-assets/cms/product/be666ef4-a87d…
results[].rank	integer	Position in the returned list. Sponsored placements are flagged separately.	1
results[].available	boolean	Whether the product can be bought at this location now.	true
results[].images	array	Product images returned.	https://cdn.grofers.com/da/cms-assets/cms/product/be666ef4-a87d…
results[].category_id	null	Department ID. Pass it to category products or categories.	null
results[].quantity	integer	The pack amount, in the unit given.	500
results[].currency	string	The currency of the prices, such as INR.	INR
results[].price_per_100_unit	number	Price per 100 units, such as per 100 g.	4.8
results[].merchant_type	string	Fulfilment type, for example express.	express
results[].captured_at	string	When this result was collected. It is not the time Blinkit last changed the product.	2026-10-04T13:24:53Z
results[].discount_percent	integer	Discount from MRP, as a percentage.	0
results[].organic_rank	integer	Position among the results that are not sponsored.	1
results[].fulfillment	null	How the order is delivered, when given.	null
results[].location.latitude	number	Latitude of the delivery point this response is priced for.	12.91
results[].location.longitude	number	Longitude of the delivery point this response is priced for.	77.64
results[].location.pincode	string	Pincode the delivery point was resolved from.	560102
results[].rating_count	integer	How many ratings the product has.	120,000
results[].price_per_unit	number	Price per single unit, such as per gram.	0.05
results[].is_sold_out	boolean	Whether the listing is explicitly sold out.	false
results[].group_id	integer	Links pack sizes of the same product.	2,167,381
category_id	null	Department ID. Pass it to category products or categories.	null
count	integer	How many results this response holds.	5
has_more	boolean	Whether more results follow.	true
partial	boolean	Whether only part of the results came back.	false
results	array	The results returned.	5 records

Know before you build

What this endpoint covers

Price, MRP and inventory are empty when Blinkit shows no value, and a real zero stays zero. Stock comes as in stock, low stock, out of stock or unknown, apart from the price; when Blinkit's signals are missing or disagree, it says unknown.
Use offset to skip products you already have and the page limit to cap how many pages are read. Check whether the response is marked partial, and why, and whether more results follow, before treating it as complete. A partial response can still hold useful products, and asking for a number does not promise that many matches.

REST API · MCP server

Call it from your code, or ask your agent

Set UPSCRAPE_API_KEY to your key and copy a working request.

curl --request POST \  --url https://data.upscrape.com/execute \  --header "Authorization: Bearer $UPSCRAPE_API_KEY" \  --header "Content-Type: application/json" \  --header "Prefer: wait=30" \  --data '{  "capability": "blinkit.category.products",  "input": {    "limit": 5,    "pincode": "560102",    "subcategory_id": "922"  }}'

import jsonimport osimport requestspayload = json.loads(r'''{  "capability": "blinkit.category.products",  "input": {    "limit": 5,    "pincode": "560102",    "subcategory_id": "922"  }}''')response = requests.post(    "https://data.upscrape.com/execute",    headers={        "Authorization": f"Bearer {os.environ['UPSCRAPE_API_KEY']}",        "Content-Type": "application/json",        "Prefer": "wait=30",    },    json=payload,)response.raise_for_status()print(json.dumps(response.json(), indent=2))

const response = await fetch("https://data.upscrape.com/execute", {  method: "POST",  headers: {    "Authorization": `Bearer ${process.env.UPSCRAPE_API_KEY}`,    "Content-Type": "application/json",    "Prefer": "wait=30",  },  body: JSON.stringify({  "capability": "blinkit.category.products",  "input": {    "limit": 5,    "pincode": "560102",    "subcategory_id": "922"  }}),});if (!response.ok) {  throw new Error(`Upscrape request failed: ${response.status}`);}console.log(JSON.stringify(await response.json(), null, 2));

In your AI agent Claude · Cursor · any MCP client

1Add the Upscrape MCP server

https://data.upscrape.com/mcp

2Ask for the data in plain words

Using Upscrape, list the Amul products on Blinkit’s milk shelf (subcategory 922) at pincodes 560102, 560034 and 110001. Show which Amul SKUs appear in each pincode and which are missing from one or more, with pack size and price.

The agent finds the endpoint, shows you the price, and runs it with your credits.

Blinkit