🛒🔍 Blinkit Search Results Data Scraper

Collect live product listings from Blinkit exactly as customers see them including real-time delivery ETA, pricing, availability, ratings, and images, all in one clean, structured dataset.

Perfect for pricing intelligence, quick-commerce research, assortment comparison, dashboards, and automation workflows.

📚 Table of Contents

• 🤔 What Does This Tool Do?
• 🎯 Who Is This For?
• ⬇️ What You Need to Provide
• 🧪 Example Input
• 📦 What You’ll Get (Output)
• 📤 Example Output (JSON)
• 🔒 Reliability & Stability
• 🔗 Need product data from Zepto as well?

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🤔 What Does This Tool Do?

Think of this as a smart Blinkit shopper that:

• 📍 Sets your delivery location and fetches live ETA details first

• 🔍 Searches Blinkit using your keywords

• 🛒 Views results exactly as shown in the app

• 📦 Organizes everything into clean, usable data

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🎯 Who Is This For?

This tool is ideal for:

• 📊 Market and pricing researchers

• 🛒 Quick-commerce and retail teams

• 📈 Analysts building dashboards

• 🤖 Automation and data pipelines

• 🧠 Anyone tracking Blinkit product visibility and availability

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⬇️ What You Need to Provide

• 🔎 Search Queries Keywords you would normally type into Blinkit (e.g. milk, snacks, personal care)

• 🔢 Products Limit (per query) How many products to collect for each search term

• 📍 Location (optional but recommended) Set a delivery location to fetch live ETA and availability as shown to real users.

💡 Tip: Providing a location improves ETA accuracy and reflects real customer experience.

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🧪 Example Input

Here is a sample JSON input you can provide when running the scraper:

{
    "productsLimit": 50,
    "searchQueries": [
        "Personal care"
    ]
}

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📦 What You’ll Get (Output)

Each product result includes:

• 🏷 Product Info – product ID, name, variant, brand

• 💰 Pricing – MRP, selling price, offer text

• 🚚 Delivery – ETA in minutes

• 🏬 Store Info – merchant ID and type

• 📦 Inventory – stock count and out-of-stock flag

• ⭐ Ratings – rating value (when available)

• 🖼 Images – product image URLs

• 🧠 Metadata – category and type identifiers

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📤 Example Output (JSON)

{
    "product_id": "706981",
    "name": "Sunfeast Baked Creations Biscuits Assorted Pack",
    "variant": "240 g",
    "eta_in_minutes": 8
    "brand": "Sunfeast Baked Creations",
    "mrp": 425,
    "price": 205,
    "offer_text": "51% OFF",
    "out_of_stock": false,
    "inventory": 1,
    "merchant_id": "35792",
    "merchant_type": "express",
    "rating_value": 4.67,
    "images": [
      "https://cdn.grofers.com/da/cms-assets/cms/product/fb3be53c-b418-488d-8e86-076921e47dca.png",
      "https://cdn.grofers.com/da/cms-assets/cms/product/45c7ee3a-f5b1-4042-b7ec-456bbbbf76f2.png",
      "https://cdn.grofers.com/da/cms-assets/cms/product/0e6843a0-2a5c-4bb3-a639-e6cf1959570b.png",
      "https://cdn.grofers.com/da/cms-assets/cms/product/0f137744-1839-4774-bf52-b7dcc2a23106.png",
      "https://cdn.grofers.com/da/cms-assets/cms/product/c98004c0-a5ee-43b8-b2ed-2f27b1fe4af6.png",
      "https://cdn.grofers.com/da/cms-assets/cms/product/d0c85641-d478-4a3e-b143-c1f602a6e01d.png",
      "https://cdn.grofers.com/da/cms-assets/cms/product/42e7eb20-4597-4ede-8882-78b0b9e99615.png",
      "https://cdn.grofers.com/app/images/products/common/customer_care.jpg"
    ]
  }

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🔒 Reliability & Stability

• 🔁 Automatic retries for temporary failures

• 🔄 Rotating sessions to avoid blocks

• ⚡ Optimized for high-speed, multi-query runs

💡 What this means for you: Occasional warnings are normal — the scraper keeps working until data is collected or retries are exhausted.

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🔗 Related Scrapers

• ⚡ Zepto Product Scraper – Hyperlocal delivery intelligence
• 🛒 B&H Product Scraper – Global product data and pricing
• 🛍️ Meesho Search Results Scraper – Marketplace product listings and customer reviews