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Meesho.com Product Search Scraper - Professional Product Data Collection Tool

Introduction

Meesho is an Indian e-commerce company headquartered in Bengaluru, founded by Vidit Aatrey and Sanjeev Barnwal in December 2015. As an online marketplace that facilitates trade between suppliers and customers, Meesho has become a vital platform for businesses looking to understand the Indian e-commerce landscape. Unlike traditional platforms that catered mainly to urban audiences, Meesho saw the power of India's next billion users, making it a crucial data source for market research, competitive analysis, and business intelligence.

The Meesho Product Search Scraper addresses the challenge of manually collecting product information from this vast marketplace. With millions of products across categories like fashion, home essentials, beauty, and electronics, manual data collection would be impractical and time-consuming for businesses and researchers.

Scraper Overview

The Meesho Product Search Scraper is a sophisticated data extraction tool designed specifically for Meesho's product pages. This scraper efficiently navigates through product listing pages and extracts comprehensive product information in a structured format. The tool is built to handle Meesho's dynamic content loading and anti-bot measures while maintaining high accuracy and reliability.

Key Advantages:

• Comprehensive Data Extraction: Captures 23+ data fields per product including pricing, ratings, shipping details, and product attributes
• Scalable Processing: Handles multiple URLs simultaneously with configurable item limits per page
• Proxy Integration: Built-in residential proxy support for reliable data collection without detection
• Retry Mechanism: Automatic retry functionality ensures maximum data capture success

Target Users:

• E-commerce analysts and market researchers
• Competitive intelligence teams
• Price monitoring services
• Business development professionals
• Academic researchers studying Indian e-commerce trends

Input and Output Details

Example url 1: https://www.meesho.com/cotton-sarees/pl/3jh

Example url 2: https://www.meesho.com/pure-cotton-saree/pl/1hhf

Example url 3: https://www.meesho.com/handloom-cotton-sarees/pl/81l

Example Screenshot of product list by query urls page:

Input Format

NOTE: You MUST used proxy in INDIA Country for pass blocked

{
  "max_retries_per_url": 2, // Maximum waiting time when accessing the links you provided.
  "proxy": { // Add a proxy to ensure that during the data collection process, you are not detected as a bot.
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "IN" // You should choose an Country that coincides with the Country you want to collect data from
  },
  "max_items_per_url": 20,
  "urls": [ // Links to product list by query pages.
    "https://www.meesho.com/cotton-sarees/pl/3jh",
    "https://www.meesho.com/pure-cotton-saree/pl/1hhf",
    "https://www.meesho.com/handloom-cotton-sarees/pl/81l"
  ]
}

Input Parameters Explained:

• max_retries_per_url: Controls resilience by setting retry attempts for failed requests (recommended: 2-3)

• proxy configuration: Essential for avoiding bot detection; residential proxies from India ensure authentic access patterns

• max_items_per_url: Limits data volume per page to manage processing time and resource usage

• urls: Product category or search result URLs from Meesho.com

Output Format

You get the output from the Meesho.com Product Search Scraper stored in a tab. The following is an example of the Information Fields collected after running the Actor.

[ // List of product information
  {
    "id": 21518065,
    "product_id": "19yax6",
    "url": "https://www.meesho.com/s/p/19yax6",
    "name": "Myra Petite Sarees",
    "category_id": 1004,
    "sub_sub_category_name": "Sarees",
    "price": 962.0,
    "image_url": "https://images.meesho.com/images/catalogs/21518065/cover/1/2/cf326eef10b84a6bf8d2131bdd13c1437008b054f402b76adedacabd63cb32faa90295753adbb38292c4fd916849a397462c03693b20af2f26245b5ecd2adb9f_512.jpg",
    "assured_details": {
      "is_assured": false
    },
    "rating_score": 3.8,
    "rating_count": 99,
    "rating_details": null,
    "shipping": {
      "charges": 0,
      "discount": 0
    },
    "special_offers": {
      "display_text": "₹941 with 1 Special Offer"
    },
    "product_attributes": [],
    "slug": "pure-cotton-sarees-medium-size-double-side-border",
    "original_slug": "pure-cotton-sarees-medium-size-double-side-border",
    "description": null,
    "share_text": null,
    "is_hot": null,
    "full_details": null,
    "popular": null,
    "is_popular": null,
    "consumer_share_text": null,
    "from_url": "https://www.meesho.com/cotton-sarees/pl/3jh"
  }, // ... Many other product details
]

The scraper returns structured data with 23 comprehensive fields per product:

Core Product Information:

• Id: Internal product identifier for tracking and reference
• Product Id: Meesho's unique product identifier for direct access
• Url: Direct link to the product page for verification and reference
• Name: Complete product title as displayed on Meesho
• Category Id & Sub Sub Category Name: Hierarchical categorization for product classification

Pricing and Commercial Data:

• Price: Current selling price in Indian Rupees
• Special Offers: Active discounts, coupon codes, or promotional deals
• Shipping: Delivery information including cost and estimated time

Visual and Quality Indicators:

• Image Url: Primary product image for visual reference
• Rating Score: Average customer rating (typically 1-5 scale)
• Rating Count: Total number of customer reviews
• Rating Details: Breakdown of rating distribution
• Assured Details: Quality assurance or certification information

SEO and Marketing Data:

• Slug & Original Slug: URL-friendly product identifiers
• Description: Detailed product description and specifications
• Share Text: Social media optimized product description
• Consumer Share Text: User-friendly sharing content

Business Intelligence Fields:

• Product Attributes: Detailed specifications like size, color, material
• Is Hot & Popular/Is Popular: Trending and popularity indicators
• Full Details: Complete product specification data

Sample Output Structure: Each product returns as a structured object containing all fields, enabling easy integration with databases, analytics tools, or business intelligence platforms.

Usage Guide

Step 1: Prepare Target URLs Navigate to Meesho.com and identify specific category or search result pages. Copy the complete URLs including any filters or search parameters.

Step 2: Configure Scraper Settings

• Set max_items_per_url based on your data needs (20-50 recommended for initial testing)
• Enable residential proxies with Indian location for authentic access
• Configure retry attempts based on your reliability requirements

Step 3: Execute and Monitor Start the scraper and monitor progress through the provided interface. The tool will automatically handle pagination and data extraction.

Best Practices:

• Use reasonable delays between requests to avoid overwhelming Meesho's servers
• Implement data validation to ensure extracted information quality
• Store results in structured formats (JSON, CSV, or database) for analysis
• Regularly update URL patterns if Meesho changes their site structure

Common Issues and Solutions:

• Empty Results: Verify URL accessibility and proxy configuration
• Incomplete Data: Increase retry attempts or adjust proxy settings
• Rate Limiting: Reduce concurrent requests or implement longer delays

Benefits and Applications

Time and Resource Efficiency: Manual data collection from thousands of Meesho products would require weeks of effort. This scraper reduces the process to hours while ensuring accuracy and completeness.

Real-World Applications:

• Market Research: Analyze pricing trends, product availability, and competitive positioning
• Inventory Management: Track competitor stock levels and product variations
• Price Monitoring: Automated tracking of price changes and promotional activities
• Trend Analysis: Identify popular products and emerging market segments
• Academic Research: Study e-commerce patterns in emerging markets

Business Value: The comprehensive data enables informed decision-making for product sourcing, pricing strategies, and market entry planning. For businesses operating in or targeting the Indian market, this data provides crucial competitive intelligence.

Conclusion

The Meesho Product Search Scraper provides unparalleled access to one of India's largest e-commerce datasets. With its comprehensive field extraction, proxy integration, and scalable architecture, it delivers the reliable data intelligence needed for modern business operations.

Ready to unlock Meesho's product data? Configure your scraper today and gain instant access to millions of product insights from India's fastest-growing e-commerce platform.

Related Actors

• Meesho Product Details Scraper: Your comprehensive tool for extracting valuable product information from Meesho extensive directory platform.

Your feedback

We are always working to improve Actors' performance. So, if you have any technical feedback about Meesho.com Product Search Scraper or simply found a bug, please create an issue on the Actor's Issues tab in Apify Console.