🛍️ Meesho Search Results Scraper

Scrape Meesho product listings and customer reviews directly from search result pages using simple keywords. No browser automation, no complicated setup, just fast and reliable structured data.

It’s perfect for building pricing intelligence, tracking competitors, monitoring catalogs, and powering analytics pipelines at scale.

Whether you’re tracking discounts, understanding customer sentiment, or feeding dashboards, this scraper helps you get clean, production-ready data in minutes ⚡

📚 Table of Contents

• ✨ Why Use This Scraper?
• 🎯 Who Is This For?
• 🚀 Key Features
• ⚙️ Input Options
• 🧪 Sample Input
• 📦 What You Get (Output Format)
• 📄 Example Output (JSON)
• 🛠️ Troubleshooting
• 🔗 Related Scrapers

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✨ Why Use This Scraper?

• ✅ Collect details for a specified number of products

• ⭐ Fetch a specified number of customer reviews per product

• 🔁 Run multiple keywords simultaneously to maximize concurrency

• ⚡ Fast execution without browser automation overhead

• 📊 Structured output ready for dashboards, analytics, and storage

Provide multiple keywords to fully utilize concurrency and get more products and reviews faster.

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🎯 Who Is This For?

• 📈 Market research teams tracking category trends

• 🕵️ Competitive intelligence teams monitoring pricing & sellers

• 📊 Data analytics teams building dashboards and pipelines

• 🎓 Researchers & academics studying Indian social commerce

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🚀 Key Features

• 📦 Bulk extraction of 50–500+ products per run
• ⭐ Integrated product details + customer reviews in one dataset
• 🔄 Configurable pagination and product limits
• 🎚️ Optional review scraping toggle with per-product limits
• 🛡️ Built-in proxy rotation and anti-blocking mechanisms
• 🧭 Rich metadata for traceability and auditing

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⚙️ Input Options

When running the scraper, you can configure the following:

🔍 Search Texts

• List of keywords to search on Meesho
• (Example: "sports shoes", "kitchen storage", "mobile accessories")

📦 Maximum Products per Search

• Limit how many products to scrape for each keyword

⭐ Enable Reviews

• Toggle ON / OFF to scrape customer reviews

🧮 Reviews per Product

• Number of reviews to fetch per product
• (Example: 5, 10, 20)

🌍 Proxy Settings

• Residential Indian proxies are enabled by default
• No manual configuration required

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🧪 Sample Input

Example JSON input when running the scraper

{
    "includeReviews": true,
    "productsPerSearch": 100,
    "reviewsPerProduct": 50,
    "searchTexts": [
        "Golf shoes",
        "Casual shirts men",
        "women hair band",
        
    ]
}

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📦 What You Get (Output Format)

Each scraped product includes:

🛒 Product Details

• Name
• Pricing
• Images
• Specifications

⭐ Customer Reviews

• Review text
• Rating
• Reviewer information
• Media (if available)

🏪 Seller & Promotion Data

• Sponsored flag
• Sale markers
• Combo offers

🚚 Shipping & Availability

• Delivery charges
• Free delivery flag
• Express delivery availability

🧭 Metadata

• Search source
• Category mapping
• Collection timestamps

---

📄 Example Output (JSON)

{
  "type": "catalog",
  "id": 146667766,
  "name": "Day And Night Cream",
  "min_catalog_price": 103,
  "max_product_discount": 43,
  "description": "Useful Whitening Cream",
  "min_catalog_price": 115,
  "min_product_price": 115,
  "max_product_discount": 12,
  "total_discount_in_rs": 16,
  "discount_text": "₹16 off",
  "original_price": 131,
  "description": "Everyday Blackhead Remover Cream",
  "description": "Everyday Blackhead Remover Cream",
  "full_details": "Brand: WOMAN BEAUTY
   Flavour: Almond
   Net Quantity (N): 1
   Skin Type: All Skin Types
   Type: Balm 
   Capacity: 50gm
   Dispatch: 2-2 Days"
  "image": "https://images.meesho.com/images/catalogs/146667766/cover/1/2/....jpg",
  "gst_type": "GSTIN",
  "state_code": "DL",
  "sale_marker": {
    "enabled": false
  },
  "combo_offer": 
  {
    "enabled": false
  },
 "product_id": "976izs",
 "slug": "reusable-silicone-shoe-covers-waterproof-anti-slip-shoe-protector-for-men-women-silicone-waterproof-shoe-covers-for-rain-snow-dust-reusable-durable-unisex-silicone-shoe-covers-reusable-slip-on-waterproof-shoe-protector",
 "original_slug": "reusable-silicone-shoe-covers-waterproof-anti-slip-shoe-protector-for-men-women-silicone-waterproof-shoe-covers-for-rain-snow-dust-reusable-durable-unisex-silicone-shoe-covers-reusable-slip-on-waterproof-shoe-protector",
 "isAdProduct": false,
 "shipping": {
    "charges": 0,
    "show_free_delivery": true,
    "is_express_delivery": false
  },
  "deal": {
    "deal_price": 0,
    "original_price": 0,
    "discount_amount": 0,
    "discount_type": ""
  }
  "catalog_reviews_summary": {
    "average_rating": 3.9,
    "review_count": 707
  },
  "reviews": [
    {
      "review_id": 1277044471,
      "created": "2025-09-16 22:40:57",
      "rating": 5,
      "comments": "Chehre ko saaf Karta Hai...",
      "author": { "name": "Meesho User" },
      "media": [
        {
          "url": "https://images.meesho.com/images/ratings_reviews/...jpeg",
          "type": "image"
        }
      ]
    },
    {
      "review_id": 1223446911,
      "created": "2025-08-13 21:30:04",
      "rating": 5,
      "comments": "Bhut achi cream h... gajav ka glow kr rahi h 🥰",
      "author": { "name": "Pari" }
    }
  ]
}

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🛠️ Troubleshooting

• ⚠️ The actor logs warnings and errors in real-time

• 🔍 Common issues include:

  • Failed requests
  • Partial data extraction
  • Review fetch limits reached

• 📜 Monitor the Actor run logs to identify and resolve issues quickly

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🔗 Related Scrapers

• 🛒 B&H Product Scraper – Global product data and pricing
• 🚚 Blinkit Search Results Scraper – Quick-commerce pricing and availability
• ⚡ Zepto Product Scraper – Hyperlocal delivery intelligence
• 👗 Myntra Product Reviews Extractor – Fashion reviews and sentiment data