EcomData Pro: Amazon, Flipkart & Meesho Scraper

Extract real-time product prices, ratings, review counts, and stock availability across Amazon, Flipkart, and Meesho.

Designed for brand owners, dropshippers, e-commerce agencies, and competitive intelligence teams who need fast, structured product data delivered directly into spreadsheets, CRMs, or automated repricing pipelines.

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🚀 How to Scrape E-commerce Data in 5 Steps

1. Create a free Apify account.
2. Open EcomData Pro: Amazon, Flipkart & Meesho Scraper in the Apify Console.
3. Configure your Input: Paste product or category URLs from Amazon, Flipkart, or Meesho into startUrls.
4. Click "Start" and wait a few seconds while the scraper extracts real-time product details.
5. Export your dataset in JSON, CSV, Excel, or query it programmatically via API or MCP Server.

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📹 Video Tutorial & Demo

Watch how to set up market research and competitor price tracking in under 2 minutes:

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🌟 Key Features & Platform Advantages

• Multi-Marketplace Extraction: Scrape Amazon, Flipkart, and Meesho seamlessly within a single Actor run.
• Resilient Selector Engine: Multiple dynamic fallback selectors ensure price extraction never breaks during platform UI updates.
• Social Proof & Sentiment Tracking: Scrape star ratings, review counts, and customer feedback metrics.
• Anti-Bot & Proxy Rotation: Natively uses Apify Proxy (Residential & Datacenter) to bypass CAPTCHAs, IP bans, and rate limits.
• No-Code Friendly: Simple URL-in, CSV-out interface—no coding or technical setup required.

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💼 Actionable Use Cases & Recipes

🏷️ Dynamic Pricing & MAP Compliance Monitoring

• Goal: Monitor Minimum Advertised Price (MAP) violations or automatically trigger price adjustments based on competitor price drops.
• Recipe: Schedule this Actor to run Hourly or Daily with your competitors' product URLs. Push dataset results via Webhooks to Zapier/Make to update your Shopify, WooCommerce, or Amazon seller dashboard.

📊 Dropshipping & Trend Research

• Goal: Identify trending products across Meesho, Flipkart, and Amazon with high review velocity and strong margins.
• Recipe: Input search result URLs or category page links into startUrls. Sort the output CSV by reviewsCount vs. price ratio to uncover high-demand dropshipping products.

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💰 Pricing & Plan Capacity

This Actor operates on a transparent Pay Per Event (PPE) pricing model. You are only charged for successfully returned product items ($20.00 / 1,000 results).

Plan Tier	Cost / 1,000 Results	Estimated Monthly Capacity
Free Plan	$20.00	~250 products / month
Starter Plan	$18.00 (10% disc.)	~2,750 products / month
Scale Plan	$16.00 (20% disc.)	~31,250 products / month

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⬇️ Input Configuration

Product Links Sample: https://www.amazon.com/dp/B0CWVX1GNX/ https://www.amazon.in/dp/B0FDVZWJXG/ https://www.flipkart.com/roadster-sneakers-men/p/itm8f7607580ce86?pid=SHOHPDU2MZZ3UGSX https://www.meesho.com/glam21-jelly-pop-fruity-gel-lipstick-moisturizing-glossy-finish-shade-02-strawberry-red/p/5w3stl

You can configure inputs directly via the Apify UI or pass a JSON payload:

Input JSON Example

{
  "startUrls": [
    { "url": "[https://www.amazon.in/dp/B0CHX1W1XY](https://www.amazon.in/dp/B0CHX1W1XY)" },
    { "url": "[https://www.flipkart.com/p/itm123456789](https://www.flipkart.com/p/itm123456789)" },
    { "url": "[https://www.meesho.com/s/p/12345](https://www.meesho.com/s/p/12345)" }
  ],
  "maxRequestsPerCrawl": 50,
  "proxyConfiguration": {
    "useApifyProxies": true
  }
}

Input Parameters

• Start URLs (startUrls): Array of product, category, or search result URLs from Amazon, Flipkart, or Meesho.
• Max Requests per Crawl (maxRequestsPerCrawl): Sets the maximum number of pages to process to strictly control your compute budget.
• Proxy Configuration (proxyConfiguration): Enable Apify proxies to avoid getting blocked.

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⬆️ Output Data Schema

Scraped results are pushed directly to your Dataset in JSON, CSV, or Excel formats.

Sample Output Object (JSON)

{
  "title": "iPhone 15 (128GB) - Black",
  "price": "69999",
  "currency": "₹",
  "rating": 4.6,
  "reviewsCount": 15200,
  "marketplace": "flipkart",
  "url": "[https://www.flipkart.com/apple-iphone-15-black-128-gb/p/itm6ac2010f0161d](https://www.flipkart.com/apple-iphone-15-black-128-gb/p/itm6ac2010f0161d)",
  "scrapedAt": "2026-08-13T12:00:00.000Z"
}

Error Output Item Structure

If a product URL is invalid, out of stock, or blocked, a diagnostic error item is returned so your database pipeline remains intact:

{
  "url": "[https://www.amazon.com/dp/INVALID_ASIN](https://www.amazon.com/dp/INVALID_ASIN)",
  "error": "Product page failed to load or price selector not found",
  "errorCode": "PRODUCT_NOT_FOUND",
  "scrapedAt": "2026-08-13T12:00:00.000Z"
}

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🤖 MCP Server & AI Agent Integration

You can integrate this Actor directly into AI Agents (Claude Desktop, Cursor, LibreChat) via the Apify MCP Server:

1. Open an SSE session with Apify's MCP endpoint (https://mcp.apify.com).
2. Call complex_intricate_networks/ecomdata-pro-amazon-flipkart-meesho-scraper directly in your prompts to query live e-commerce prices inside your AI workflows.

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💻 Programmatic API Access (SDKs)

Run this scraper programmatically using Python or JavaScript SDKs:

Python Client (apify-client)

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("complex_intricate_networks/ecomdata-pro-amazon-flipkart-meesho-scraper").call(
    run_input={
        "startUrls": [{"url": "[https://www.amazon.in/dp/B0CHX1W1XY](https://www.amazon.in/dp/B0CHX1W1XY)"}],
        "maxRequestsPerCrawl": 10
    }
)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"{item['title']} - {item['currency']}{item['price']} ({item['marketplace']})")

JavaScript Client (apify-client)

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });
const run = await client.actor('complex_intricate_networks/ecomdata-pro-amazon-flipkart-meesho-scraper').call({
    startUrls: [{ url: '[https://www.amazon.in/dp/B0CHX1W1XY](https://www.amazon.in/dp/B0CHX1W1XY)' }],
    maxRequestsPerCrawl: 10,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.log(`${item.title} -${item.currency}${item.price} (${item.marketplace})`);
});

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🔄 Complete Your E-Commerce Intelligence Pipeline

Scale your e-commerce operations by combining this Actor with our specialized tools:

• SellerIntel - Amazon Price & Review Scraper: Deep Amazon-specific ASIN price, review, and buy-box tracking.
• Company Signal - AI Company Research: Analyze the brand domains and corporate intelligence behind e-commerce sellers.

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❓ FAQ

Does this scraper support dynamic currency conversion? The scraper extracts the native price numeral and currency symbol (e.g., ₹, $, €) directly from the marketplace listing.

Do I need an Amazon or Flipkart account to run this tool? No. The scraper accesses publicly available product pages without requiring login credentials or API keys from Amazon, Flipkart, or Meesho.

How does proxy rotation prevent getting blocked? EcomData Pro automatically rotates IP addresses through Apify Proxy on every request, mimicking organic user browsing patterns to ensure uninterrupted extraction.

Is web scraping e-commerce product data legal? Yes. Extracting publicly available product titles, prices, ratings, and review counts complies with public web scraping standards and standard e-commerce market research guidelines.