# Daraz Products Scraper (`real-estate-api/daraz-products-scraper`) Actor

Daraz Products Scraper is a Python tool designed to extract product titles, current prices, discount percentages, seller ratings, customer reviews, stock availability, and category details from the Daraz e-commerce marketplace. It exports structured retail datasets into clean CSV or JSON format

- **URL**: https://apify.com/real-estate-api/daraz-products-scraper.md
- **Developed by:** [real-estate-api](https://apify.com/real-estate-api) (community)
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.99 / 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.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

### Daraz Products Scraper — Product Catalogs, Prices, and Seller Insights

![Daraz Products Scraper cover](https://images.bigibyte.com/cdn-cgi/image/width=1260,height=540,fit=cover,format=webp/apify-actors-covers/daraz-products-scraper-cover.png)

Collect Daraz product listings from publicly accessible catalog search results across supported regional marketplaces. Gather product names, prices, discounts, seller details, brands, images, and stock information in a structured dataset. Export your results in JSON, CSV, Excel, and other supported formats.

### Overview

Daraz Products Scraper helps e-commerce professionals, researchers, and analysts explore product catalogs across supported Daraz regional websites.

Enter a search query, select a regional domain, and configure the maximum number of products to collect. The actor organizes available product information into structured records for price research, seller analysis, and catalog monitoring.

### Features

- **Product Search:** Find catalog listings using keywords such as product names, brands, or model numbers.
- **Regional Marketplace Support:** Collect search results from supported Daraz domains.
- **Price Monitoring:** Capture displayed prices, original prices, and discounts when available.
- **Seller Information:** Collect seller names and identifiers from product listings.
- **Product Details:** Gather product names, item identifiers, SKUs, and brand information.
- **Images and Categories:** Capture product image links and available category information.
- **Stock Indicators:** Record whether products are marked as in stock.
- **Paginated Collection:** Collect multiple pages of results up to the configured item limit.
- **Structured Exports:** Export collected records in JSON, CSV, Excel, and other supported formats.

### Use Cases

- **Price Monitoring:** Compare listed prices and discounts for selected products.
- **Seller Research:** Organize seller information associated with search results.
- **Product Cataloging:** Build structured product datasets for offline analysis.
- **Regional Market Research:** Compare search results across supported regional marketplaces.
- **Brand Research:** Explore products associated with particular brands or search terms.
- **E-commerce Analytics:** Analyze product availability, prices, and catalog information.

### Input Parameters

| Parameter | Type | Description |
|---|---|---|
| `mode` | String | Collection mode. Use `search`. |
| `query` | String | Search term for the products you want to find. |
| `domain` | String | Regional Daraz domain, such as `www.daraz.com.bd`. |
| `maxItems` | Integer | Maximum number of products to collect, up to 1,000 per run. |
| `requestDelaySecs` | Number | Delay between requests, in seconds. |

### Example Input

```json id="7g2k4p"
{
  "mode": "search",
  "query": "iphone",
  "domain": "www.daraz.com.bd",
  "maxItems": 50,
  "requestDelaySecs": 1
}
```

### What Data Does This Actor Extract?

The available fields depend on the product information returned by the selected marketplace.

| Field | Description |
|---|---|
| `name` | Product name. |
| `nid` | Product identifier provided by the marketplace. |
| `itemId` | Item identifier. |
| `image` | Product image link. |
| `isSmartImage` | Indicates the image type flag when provided. |
| `priceShow` | Formatted displayed price. |
| `price` | Numeric price representation, when available. |
| `originalPriceShow` | Formatted original price, when available. |
| `originalPrice` | Original price value, when available. |
| `discount` | Displayed discount information. |
| `ratingScore` | Rating information, when available. |
| `review` | Review information, when available. |
| `location` | Seller or product location displayed in the listing. |
| `summaryTexts` | Product summary text or descriptive details. |
| `sellerName` | Seller name. |
| `sellerId` | Seller identifier. |
| `brandName` | Product brand name. |
| `brandId` | Brand identifier. |
| `sku` | Product stock keeping unit. |
| `skuId` | SKU identifier. |
| `cheapest_sku` | Cheapest SKU identifier when provided. |
| `categories` | Available category identifiers. |
| `inStock` | Indicates whether the product is marked as in stock. |
| `scrapedAt` | Timestamp when the record was collected. |

Additional marketplace metadata may be included when available.

### Example Output

```json id="3m8qwv"
{
  "name": "Apple iPhone 17 Pro Max 256GB",
  "nid": "1586430510",
  "itemId": "1586430510",
  "image": "https://static-01.daraz.com.bd/p/fac480469b0dbb606c145f903d9df754.jpg",
  "priceShow": "৳ 244,980",
  "discount": "2% Off",
  "location": "Dhaka",
  "summaryTexts": [
    "NO RETURN applicable if the seal is broken Network GSM CDMA HSPA"
  ],
  "sellerName": "Wearbox bd",
  "sellerId": "700508304007",
  "brandName": "No Brand",
  "brandId": "39704",
  "skuId": "12690107584",
  "sku": "1586430510_BD",
  "categories": [
    2,
    3
  ],
  "price": "244980",
  "inStock": true,
  "originalPrice": "249990",
  "scrapedAt": "2026-10-26T00:00:00+00:00"
}
```

This example illustrates the output structure. Actual product information, field availability, and values vary by search query and regional marketplace.

### Working with Your Dataset

After the actor finishes, open the dataset to review and export your collected product records.

You can:

- Export records as JSON, CSV, Excel, or another supported format.
- Sort products by price, brand, seller, or availability.
- Compare product prices and discounts across search terms.
- Analyze seller information and product categories.
- Process collected records with Python, Pandas, or spreadsheet software.
- Save recurring snapshots for market research and reporting.

### FAQ

**Who is this actor for?**

It is designed for e-commerce professionals, marketers, developers, and analysts who need structured Daraz product search results.

**Which regional marketplaces are supported?**

The actor supports configured Daraz regional domains, including Bangladesh and other supported markets. Availability depends on the domain and accessible search results.

**What export formats are available?**

You can export the dataset in JSON, CSV, Excel, and other formats supported by Apify.

**Can I run the actor on a schedule?**

Yes. Configure an Apify schedule to refresh your dataset periodically.

**How many products can one run collect?**

The maximum is 1,000 products per run. The actual number returned may be lower if fewer matching products are available.

**Will every product contain every field?**

No. Fields such as ratings, reviews, brand details, and seller information may be missing when the marketplace does not provide them.

### Disclaimer

This actor is an independent tool and is not affiliated with, endorsed by, sponsored by, or officially associated with Daraz or its owners. Users are responsible for complying with applicable terms of use and laws when collecting and using data.

### Is Web Scraping Legal?

Collecting information that is already public is generally legal. There is no single law that bans all forms of web scraping. The limits are the usual ones: do not break into accounts, do not take private or confidential data, and be careful with personal data and copyrighted works. A site's terms can also restrict how you access it. Facts such as a public name, price, or rating are not the same thing as republishing someone's article or photo.

This actor collects information from public pages. It does not log in and it does not bypass access controls.

For a longer explanation, see Apify's article [Is web scraping legal?](https://blog.apify.com/is-web-scraping-legal/).

# Actor input Schema

## `mode` (type: `string`):

What to scrape. Catalog search loads Daraz /catalog/?ajax=true results for your query.

## `query` (type: `string`):

Search term for Daraz catalog.

## `domain` (type: `string`):

Daraz host such as www.daraz.com.bd, www.daraz.pk, www.daraz.lk, or www.daraz.com.np.

## `maxItems` (type: `integer`):

Stop after this many successful rows. Hard max is 1000.

## `requestDelaySecs` (type: `number`):

Seconds to wait between requests.

## `userAgent` (type: `string`):

User-Agent header sent with each request.

## `timeoutSecs` (type: `integer`):

Overall run budget in seconds.

## `requestTimeoutSecs` (type: `integer`):

Per-request timeout in seconds.

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

Optional proxy. Leave off unless you need it.

## Actor input object example

```json
{
  "mode": "search",
  "query": "iphone",
  "domain": "www.daraz.com.bd",
  "maxItems": 100,
  "requestDelaySecs": 1,
  "userAgent": "ActorResearch/1.0",
  "timeoutSecs": 300,
  "requestTimeoutSecs": 30,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

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

Dataset rows in the overview table.

## `dataset` (type: `string`):

Full dataset for this run.

## `items` (type: `string`):

Dataset items as JSON.

# 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 = {
    "query": "iphone",
    "domain": "www.daraz.com.bd"
};

// Run the Actor and wait for it to finish
const run = await client.actor("real-estate-api/daraz-products-scraper").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 = {
    "query": "iphone",
    "domain": "www.daraz.com.bd",
}

# Run the Actor and wait for it to finish
run = client.actor("real-estate-api/daraz-products-scraper").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 '{
  "query": "iphone",
  "domain": "www.daraz.com.bd"
}' |
apify call real-estate-api/daraz-products-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,real-estate-api/daraz-products-scraper"
        }
    }
}
```

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/UsWWcwGkRXDGm8Qnb/builds/YQ38jlj5Trgdjh3nw/openapi.json