# Amazon Product Scraper (US & India) (`complex_intricate_networks/amazon-product-scraper-us-india`) Actor

Fast, ultra-lightweight Amazon Product Scraper for Amazon US (.com) & Amazon India (.in). Extract real-time product titles, prices, ASINs, ratings, reviews, sellers, and stock availability instantly into clean CSV/JSON dataset without browser overhead.

- **URL**: https://apify.com/complex_intricate_networks/amazon-product-scraper-us-india.md
- **Developed by:** [CIN](https://apify.com/complex_intricate_networks) (community)
- **Categories:** E-commerce, Automation, Developer tools
- **Stats:** 34 total users, 1 monthly users, 100.0% runs succeeded, 2 bookmarks
- **User rating**: 5.00 out of 5 stars

## Pricing

from $20.00 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

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.

***

### 🚀 How to Scrape E-commerce Data in 5 Steps

1. **Create** a free [Apify account](https://console.apify.com/sign-up).
2. **Open** [EcomData Pro: Amazon, Flipkart & Meesho Scraper](https://apify.com/complex_intricate_networks/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.

***

### 📹 Video Tutorial & Demo

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

[![Amazon Market Research Demo](https://img.youtube.com/vi/MIk5CrXXMRU/maxresdefault.jpg)](https://www.youtube.com/watch?v=MIk5CrXXMRU)

***

### 🌟 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.

***

### 💼 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.

***

### 💰 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 |

***

### ⬇️ 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

```json
{
  "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.

***

### ⬆️ Output Data Schema

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

#### Sample Output Object (JSON)

```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:

```json
{
  "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"
}
```

***

### 🤖 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.

***

### 💻 Programmatic API Access (SDKs)

Run this scraper programmatically using Python or JavaScript SDKs:

#### Python Client (`apify-client`)

```python
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`)

```javascript
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})`);
});
```

***

### 🔄 Complete Your E-Commerce Intelligence Pipeline

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

- **[SellerIntel - Amazon Price & Review Scraper](https://apify.com/complex_intricate_networks/sellerintel):** Deep Amazon-specific ASIN price, review, and buy-box tracking.
- **[Company Signal - AI Company Research](https://apify.com/complex_intricate_networks/company-research-ai):** Analyze the brand domains and corporate intelligence behind e-commerce sellers.

***

### ❓ 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.

# Actor input Schema

## `startUrls` (type: `array`):

Paste product, category, or search URLs from Amazon, Flipkart, or Meesho.

## `maxRequestsPerCrawl` (type: `integer`):

Maximum number of pages the crawler will process. This strictly controls your run cost.

## `proxyConfiguration` (type: `object`):

Select the proxies to be used. Residential proxies are highly recommended for Amazon and Flipkart.

## Actor input object example

```json
{
  "startUrls": [
    {
      "url": "https://www.amazon.com/dp/B0CWVX1GNX/"
    },
    {
      "url": "https://www.amazon.in/dp/B0FDVZWJXG/"
    },
    {
      "url": "https://www.flipkart.com/roadster-sneakers-men/p/itm8f7607580ce86?pid=SHOHPDU2MZZ3UGSX"
    },
    {
      "url": "https://www.meesho.com/glam21-jelly-pop-fruity-gel-lipstick-moisturizing-glossy-finish-shade-02-strawberry-red/p/5w3stl"
    }
  ],
  "maxRequestsPerCrawl": 100,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `overview` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "startUrls": [
        {
            "url": "https://www.amazon.com/dp/B0CWVX1GNX/"
        },
        {
            "url": "https://www.amazon.in/dp/B0FDVZWJXG/"
        },
        {
            "url": "https://www.flipkart.com/roadster-sneakers-men/p/itm8f7607580ce86?pid=SHOHPDU2MZZ3UGSX"
        },
        {
            "url": "https://www.meesho.com/glam21-jelly-pop-fruity-gel-lipstick-moisturizing-glossy-finish-shade-02-strawberry-red/p/5w3stl"
        }
    ],
    "maxRequestsPerCrawl": 100,
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("complex_intricate_networks/amazon-product-scraper-us-india").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "startUrls": [
        { "url": "https://www.amazon.com/dp/B0CWVX1GNX/" },
        { "url": "https://www.amazon.in/dp/B0FDVZWJXG/" },
        { "url": "https://www.flipkart.com/roadster-sneakers-men/p/itm8f7607580ce86?pid=SHOHPDU2MZZ3UGSX" },
        { "url": "https://www.meesho.com/glam21-jelly-pop-fruity-gel-lipstick-moisturizing-glossy-finish-shade-02-strawberry-red/p/5w3stl" },
    ],
    "maxRequestsPerCrawl": 100,
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("complex_intricate_networks/amazon-product-scraper-us-india").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "startUrls": [
    {
      "url": "https://www.amazon.com/dp/B0CWVX1GNX/"
    },
    {
      "url": "https://www.amazon.in/dp/B0FDVZWJXG/"
    },
    {
      "url": "https://www.flipkart.com/roadster-sneakers-men/p/itm8f7607580ce86?pid=SHOHPDU2MZZ3UGSX"
    },
    {
      "url": "https://www.meesho.com/glam21-jelly-pop-fruity-gel-lipstick-moisturizing-glossy-finish-shade-02-strawberry-red/p/5w3stl"
    }
  ],
  "maxRequestsPerCrawl": 100,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call complex_intricate_networks/amazon-product-scraper-us-india --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,complex_intricate_networks/amazon-product-scraper-us-india"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/mz3iZBKaQodZNQIXn/builds/aWJdNFc0IdmeZgAjb/openapi.json