Quick Commerce
Blinkit Data Extraction
Blinkit product & dark store intelligence, structured for instant retail
Extract real‑time prices, MRP, discounts, hyperlocal inventory, and delivery ETAs from Blinkit's 2,400+ dark stores across India. ScraperScoop handles Blinkit's location‑based catalog and anti‑bot protections so you get clean JSON back — not a blocked request.
Trusted for Blinkit quick commerce intelligence by
2,400+Dark stores covered
Real‑timeInventory & ETA tracking
99.95%Uptime SLA
blinkit-product.json
// GET /v1/blinkit/product?product_id=12345&lat=19.076&lng=72.877
{
"product_id": "12345",
"title": "Amul Fresh Milk",
"brand": "Amul",
"pack_size": "1L",
"price": 64.00,
"mrp": 66.00,
"discount_percent": 3,
"in_stock": true,
"inventory_count": 24,
"delivery_eta_minutes": 9,
"rating": 4.5,
"location": {
"lat": 19.076,
"lng": 72.877,
"dark_store_id": "DS_MUM_042"
}
}
{
"product_id": "12345",
"title": "Amul Fresh Milk",
"brand": "Amul",
"pack_size": "1L",
"price": 64.00,
"mrp": 66.00,
"discount_percent": 3,
"in_stock": true,
"inventory_count": 24,
"delivery_eta_minutes": 9,
"rating": 4.5,
"location": {
"lat": 19.076,
"lng": 72.877,
"dark_store_id": "DS_MUM_042"
}
}
Dark store: DS_MUM_042
24 units in stock
24 units in stock
ETA: 9 minutes
Hyperlocal delivery
Hyperlocal delivery
2,400+ dark storesAcross 300+ Indian cities
Product ID, keyword & URLQuery by any identifier
Price & MRP trackingReal‑time discount monitoring
Delivery ETA & stockLive inventory per dark store
Trusted data from leading platforms
The problem
Blinkit is hyperlocal, dynamic, and heavily protected
Quick commerce platforms like Blinkit operate on dark store networks with location‑specific catalogs, prices, and stock — making them uniquely challenging to scrape at scale.
01
Hyperlocal catalog & pricing
Each of Blinkit's 2,400+ dark stores maintains its own catalog, prices, and stock. A single query without location context returns incomplete or incorrect data.
02
Aggressive anti‑bot protections
Blinkit aggressively blocks datacenter IPs. Residential proxies are required for reliable access, and even then, rate limiting and behavioral detection are strictly enforced.
03
No public API for product data
Blinkit does not offer a public API for product data extraction. Official documentation is limited, leaving teams to reverse‑engineer mobile app APIs or build fragile scrapers that break with every update.
What you can extract
Every field that matters for quick commerce pricing, inventory, and delivery intelligence
| Field | Description | Type |
|---|---|---|
| product_id | Unique Blinkit product identifier | Core |
| title | Full product listing title | Core |
| brand | Product brand name | Core |
| pack_size | Weight/volume/size (e.g., "1L", "500g") | Core |
| price | Current selling price (₹) | Pricing |
| mrp | Maximum Retail Price | Pricing |
| discount_percent | Discount percentage off MRP | Pricing |
| in_stock | Availability status (true/false) | Core |
| inventory_count | Live stock count at the serving dark store | Core |
| delivery_eta_minutes | Real‑time delivery estimate in minutes | Core |
| rating | Average product rating | Core |
| rating_count | Total number of ratings | Core |
| category | Product category label | Optional |
| dark_store_id | Identifier of the serving dark store | Optional |
| image_url | Product image URL | Optional |
| product_url | Direct link to product page | Optional |
sample-response.json
// Full hyperlocal product record
{
"product_id": "12345",
"title": "Amul Fresh Milk",
"brand": "Amul",
"pack_size": "1L",
"price": 64.00,
"mrp": 66.00,
"discount_percent": 3,
"in_stock": true,
"inventory_count": 24,
"delivery_eta_minutes": 9,
"rating": 4.5,
"rating_count": 3120,
"location": {
"lat": 19.076,
"lng": 72.877,
"dark_store_id": "DS_MUM_042",
"city": "Mumbai"
},
"category": "Dairy",
"image_url": "https://blinkit.com/images/12345.jpg"
}
{
"product_id": "12345",
"title": "Amul Fresh Milk",
"brand": "Amul",
"pack_size": "1L",
"price": 64.00,
"mrp": 66.00,
"discount_percent": 3,
"in_stock": true,
"inventory_count": 24,
"delivery_eta_minutes": 9,
"rating": 4.5,
"rating_count": 3120,
"location": {
"lat": 19.076,
"lng": 72.877,
"dark_store_id": "DS_MUM_042",
"city": "Mumbai"
},
"category": "Dairy",
"image_url": "https://blinkit.com/images/12345.jpg"
}
BEAUTY_PRODUCTS.CSV
Previewing 10 of 267 records
| platform | scrape_date | city | store_id | store_name | category | subcategory | product_id | product_name | brand | variant | pack_size | mrp | selling_price | discount_amount | discount_percent | inventory_status | image_url |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| blinkit | 23-06-2026 | Delhi NCR | 152 | Connaught Place Dark Store | Beauty & Personal Care | 685101 | LoveChild Masaba Makeup Must Haves Gift Set | LoveChild | 1 set | 1 set | 3000 | 1976 | 1024 | 34.13 | In Stock | https://cdn.grofers.com/cdn-cgi/image/f=auto,fit=scale-down,q=70,metadata=none,w=270/da/cms-assets/cms/product/0d2cebf2-de14-47c5-ac96-b430cb010935.png | |
| blinkit | 23-06-2026 | Delhi NCR | 152 | Connaught Place Dark Store | Beauty & Personal Care | 506635 | Insight Cosmetics Beauty Blender Sponge Applicator (Orange) | Insight | 1 pc | 1 pc | 145 | 145 | 0 | 0 | In Stock | https://cdn.grofers.com/cdn-cgi/image/f=auto,fit=scale-down,q=70,metadata=none,w=270/da/cms-assets/cms/product/4a6d760c-5ec7-4f37-b4d6-5b53e6d37aef.png | |
| blinkit | 23-06-2026 | Delhi NCR | 152 | Connaught Place Dark Store | Beauty & Personal Care | 574012 | Nykaa Instant Voucher | Nykaa | 1 unit | 1 unit | 500 | 485 | 15 | 3 | In Stock | https://cdn.grofers.com/cdn-cgi/image/f=auto,fit=scale-down,q=70,metadata=none,w=270/da/cms-assets/cms/product/rc-upload-1771083148127-569.png | |
| blinkit | 23-06-2026 | Delhi NCR | 152 | Connaught Place Dark Store | Beauty & Personal Care | 556392 | Just Herbs Makeup Kit Gift Set | Just | 6 pcs | 6 pcs | 1199 | 984 | 215 | 17.93 | In Stock | https://cdn.grofers.com/cdn-cgi/image/f=auto,fit=scale-down,q=70,metadata=none,w=270/da/cms-assets/cms/product/e44866ec-1735-4fc3-a699-cbdb1248136e.png | |
| blinkit | 23-06-2026 | Delhi NCR | 152 | Connaught Place Dark Store | Beauty & Personal Care | 41708 | Vaseline Petroleum Jelly (40 g) | Vaseline | 40 g | 40 g | 104 | 104 | 0 | 0 | In Stock | https://cdn.grofers.com/cdn-cgi/image/f=auto,fit=scale-down,q=70,metadata=none,w=270/da/cms-assets/cms/product/rc-upload-1781509789125-352.png | |
| blinkit | 23-06-2026 | Delhi NCR | 152 | Connaught Place Dark Store | Beauty & Personal Care | 506618 | Insight Cosmetics Nail Paint Remover Wipes (Strawberry) | Insight | 30 wipes | 30 wipes | 60 | 60 | 0 | 0 | In Stock | https://cdn.grofers.com/cdn-cgi/image/f=auto,fit=scale-down,q=70,metadata=none,w=270/da/cms-assets/cms/product/cabdcdaf-c2b0-45f6-aa02-6995e9a6e6da.png | |
| blinkit | 23-06-2026 | Delhi NCR | 152 | Connaught Place Dark Store | Beauty & Personal Care | 736798 | GUBB Mini Bath Loofah (Pink, Blue) | GUBB | 2 pcs | 2 pcs | 120 | 109 | 11 | 9.17 | In Stock | https://cdn.grofers.com/cdn-cgi/image/f=auto,fit=scale-down,q=70,metadata=none,w=270/da/cms-assets/cms/product/3115a9b8-6451-4cc3-913e-d873124caaef.png | |
| blinkit | 23-06-2026 | Delhi NCR | 152 | Connaught Place Dark Store | Beauty & Personal Care | 525042 | Vega Mini Bath Loofah (Multicolour) | Vega | 2 pcs | 2 pcs | 110 | 110 | 0 | 0 | In Stock | https://cdn.grofers.com/cdn-cgi/image/f=auto,fit=scale-down,q=70,metadata=none,w=270/da/cms-assets/cms/product/rc-upload-1781597301116-118.png | |
| blinkit | 23-06-2026 | Delhi NCR | 152 | Connaught Place Dark Store | Beauty & Personal Care | 11425 | Maybelline New York Colossal Kajal (Deep Black) | Maybelline | 0.35 g | 0.35 g | 220 | 173 | 47 | 21.36 | In Stock | https://cdn.grofers.com/cdn-cgi/image/f=auto,fit=scale-down,q=70,metadata=none,w=270/da/cms-assets/cms/product/rc-upload-1775102417169-3.png | |
| blinkit | 23-06-2026 | Delhi NCR | 152 | Connaught Place Dark Store | Beauty & Personal Care | 36800 | Lakme Eyeconic Black Kajal (Black) | Lakme | 0.35 g | 0.35 g | 225 | 195 | 30 | 13.33 | In Stock | https://cdn.grofers.com/cdn-cgi/image/f=auto,fit=scale-down,q=70,metadata=none,w=270/da/cms-assets/cms/product/rc-upload-1775102417169-32.png |
Showing 10 records out of 267 total records in the file
SHARE_OF_SEARCH.CSV
Previewing 10 of 214 records
| search_term | brand | appearance_count | share_percentage | average_rank | top_10_appearances |
|---|---|---|---|---|---|
| moisturizer | Deconstruct | 21 | 15.79 | 66.81 | 0 |
| moisturizer | Cetaphil | 6 | 4.51 | 79.83 | 0 |
| moisturizer | Nivea | 5 | 3.76 | 28.20 | 1 |
| moisturizer | Pond'S | 5 | 3.76 | 22.40 | 2 |
| moisturizer | Hibiscus | 4 | 3.01 | 121.50 | 0 |
| moisturizer | Sexsea | 4 | 3.01 | 111.25 | 0 |
| moisturizer | Aveeno | 3 | 2.26 | 77.33 | 0 |
| moisturizer | Bioderma | 3 | 2.26 | 52.00 | 0 |
| moisturizer | Cerave | 3 | 2.26 | 44.00 | 1 |
| moisturizer | Dot | 3 | 2.26 | 43.00 | 1 |
Showing 10 records out of 214 total records in the file
SEARCH_VISIBILITY.CSV
Previewing 10 of 564 records
| platform | store_id | search_term | rank | product_id | product_name | brand | selling_price | is_sponsored |
|---|---|---|---|---|---|---|---|---|
| blinkit | 152 | sunscreen | 1 | 544843 | Lakme Tint Matte Sunscreen (SPF 50 PA+++) | Lakme | 265 | FALSE |
| blinkit | 152 | sunscreen | 2 | 607918 | Dot & Key Vitamin C + E Super Bright Sunscreen (SPF 50+ PA++++) | Dot | 264 | FALSE |
| blinkit | 152 | sunscreen | 3 | 555320 | Deconstruct Lightweight Sunscreen Gel (SPF 50 PA++++) | Deconstruct | 332 | FALSE |
| blinkit | 152 | sunscreen | 4 | 557394 | The Derma Co 1% Hyaluronic Sunscreen Gel Aqua (30 g) (SPF 50 PA++++) | The | 269 | FALSE |
| blinkit | 152 | sunscreen | 5 | 512645 | Plum Rice Water & 2% Niacinamide Hybrid Sunscreen (SPF 50 PA++++) | Plum | 359 | FALSE |
| blinkit | 152 | sunscreen | 6 | 483561 | Minimalist Sunscreen with Niacinamide (SPF 50 PA++++) | Minimalist | 380 | FALSE |
| blinkit | 152 | sunscreen | 7 | 573322 | Re' Equil Ultra Matte Dry Touch Sunscreen (SPF 50 PA++++) | Re' | 565 | FALSE |
| blinkit | 152 | sunscreen | 8 | 607921 | Dot & Key Watermelon Cooling Sunscreen (SPF 50+ PA++++) | Dot | 264 | FALSE |
| blinkit | 152 | sunscreen | 9 | 621128 | Lakme Sunscreen Gel (SPF 50 PA++++) | Lakme | 270 | FALSE |
| blinkit | 152 | sunscreen | 10 | 657136 | Garnier Super UV Cooling Sunscreen Gel (SPF 50+ PA++++) | Garnier | 179 | FALSE |
Showing 10 records out of 564 total records in the file
AVAILABILITY_REPORT.CSV
Previewing 10 of 267 records
| platform | store_id | store_name | product_id | product_name | brand | availability_status |
|---|---|---|---|---|---|---|
| blinkit | 152 | Connaught Place Dark Store | 685101 | LoveChild Masaba Makeup Must Haves Gift Set | LoveChild | In Stock |
| blinkit | 152 | Connaught Place Dark Store | 506635 | Insight Cosmetics Beauty Blender Sponge Applicator (Orange) | Insight | In Stock |
| blinkit | 152 | Connaught Place Dark Store | 574012 | Nykaa Instant Voucher | Nykaa | In Stock |
| blinkit | 152 | Connaught Place Dark Store | 556392 | Just Herbs Makeup Kit Gift Set | Just | In Stock |
| blinkit | 152 | Connaught Place Dark Store | 41708 | Vaseline Petroleum Jelly (40 g) | Vaseline | In Stock |
| blinkit | 152 | Connaught Place Dark Store | 506618 | Insight Cosmetics Nail Paint Remover Wipes (Strawberry) | Insight | In Stock |
| blinkit | 152 | Connaught Place Dark Store | 736798 | GUBB Mini Bath Loofah (Pink, Blue) | GUBB | In Stock |
| blinkit | 152 | Connaught Place Dark Store | 525042 | Vega Mini Bath Loofah (Multicolour) | Vega | In Stock |
| blinkit | 152 | Connaught Place Dark Store | 11425 | Maybelline New York Colossal Kajal (Deep Black) | Maybelline | In Stock |
| blinkit | 152 | Connaught Place Dark Store | 36800 | Lakme Eyeconic Black Kajal (Black) | Lakme | In Stock |
Showing 10 records out of 267 total records in the file
SUMMARY_REPORT.CSV
Previewing 10 of 31 records
| metric | value |
|---|---|
| total_skus | 299 |
| unique_brands | 115 |
| in_stock_skus | 299 |
| out_of_stock_skus | 0 |
| availability_percentage | 100.0% |
| avg_selling_price | 339.55 |
| min_selling_price | 39.0 |
| max_selling_price | 2975.0 |
| products_with_discount | 218 |
| avg_discount_percent | 18.01 |
Showing 10 records out of 31 total records in the file
Quick Commerce Marketplaces
Same platform, every major quick commerce platform
The underlying infrastructure — proxies, rendering, monitoring — is shared across every quick commerce platform we support.
How it works
From product ID to dark store intelligence
1
Send a request
Query by product ID, keyword, or category URL, and pass latitude/longitude coordinates for location‑specific results.
2
We navigate & resolve
Requests route through residential Indian proxies, resolving the nearest dark store and rendering Blinkit's hyperlocal catalog as a real shopper would see it.
3
Parsing & validation
Price, MRP, inventory count, delivery ETA, and product metadata are extracted and validated.
4
Structured delivery
You receive clean JSON or CSV — via API response, webhook, or scheduled bulk export.
Why it matters
What reliable Blinkit data is worth
Real‑time
Inventory & ETA monitoring
Track stock and delivery times per dark store
2,400+
Dark stores covered
300+ cities across India
0
Blocked requests to debug
Residential proxy handling included
99.95%
Uptime SLA
Backed contractually
Common use cases
Who pulls Blinkit data through ScraperScoop
FMCG & CPG Brands
Track product availability, pricing, and discounting across Blinkit's dark store network to optimize distribution and promotional strategies.
Competitive Intelligence
Monitor competitor pricing, assortment, and delivery performance across cities and neighborhoods.
Retail Analytics
Analyze hyperlocal demand patterns, inventory turnover, and category performance across Blinkit's network.
AI & ML Teams
Source structured quick commerce data for demand forecasting, price optimization, and supply chain models.
Technologies
Delivered however your stack needs it
REST API
Webhooks
JSON / CSV
Amazon S3
Snowflake / BigQuery
Python & Node.js SDKs
Why teams choose ScraperScoop
ScraperScoop vs. building your own Blinkit scraper
| Capability | ScraperScoop | DIY Scraper |
|---|---|---|
| Hyperlocal catalog access | Location‑aware by design | Must build geolocation logic |
| Residential proxy handling | Included | Must source and manage proxies |
| Real‑time delivery ETA | Per product, per location | Not available |
| Dark store‑level inventory | Live stock counts | Typically unavailable |
| Maintenance overhead | Zero | Constant updates for anti‑bot changes |
What customers say
Teams tracking Blinkit without the blocks
★★★★★
"We spent months trying to build a Blinkit scraper that could handle hyperlocal pricing and inventory. ScraperScoop gave us working data in 48 hours — across all 300+ cities."
★★★★★
"The delivery ETA and dark store inventory data is a game changer for our FMCG brand. We can now optimize our distribution strategy store by store."
★★★★★
"We tried datacenter proxies and got blocked instantly. ScraperScoop's residential Indian proxy pool is the only thing that reliably works for Blinkit at scale."
Try it against your own product IDs
Send us a sample list of Blinkit product URLs or search keywords with locations — we'll return real structured hyperlocal data before you commit to anything.
Frequently asked
Questions we get about Blinkit data
Collecting publicly available Blinkit product and inventory data is generally lawful, but how it's collected and used matters. ScraperScoop builds in rate limiting and compliant collection practices, and we're happy to review your specific use case before you commit.
A Blinkit product ID is a unique identifier assigned to every listing in Blinkit's catalog. Requests can be made by product ID, keyword, or category URL, and every structured record returned is keyed to its product ID for reliable catalog matching across Blinkit's 2,400+ dark stores.
Blinkit inventory is hyperlocal — each dark store maintains its own catalog, prices, and stock. Our API accepts latitude/longitude coordinates to return location‑specific availability, including real‑time stock levels, in‑stock status, and delivery ETA for that specific dark store.
Blinkit does not offer a public API for product data extraction. ScraperScoop gives you access to public marketplace intelligence — including hyperlocal pricing, dark store inventory, real‑time delivery ETAs, and product catalog data — through a reliable, scalable scraping API that handles Blinkit's anti‑bot protections automatically.
Our API covers Blinkit's entire network of 2,400+ dark stores across 300+ cities in India. You can query any location by providing latitude and longitude coordinates to get hyperlocal results for that specific area.
Start pulling Blinkit quick commerce data today
Send us a sample of product IDs, keywords, or locations — we'll show you real structured hyperlocal data before you commit to anything.
Most integrations are running within a day.
99.95% uptime SLA
2,400+ dark stores covered
Real‑time inventory & ETA
