Daraz.pk Scraper

What does Daraz.pk Product Scraper do?

Daraz.pk Product Scraper collects product listing data from Daraz.pk category pages and search results. Give it a search keyword or a list of category URLs, and it returns a structured dataset with prices, discounts, ratings, reviews, seller details, stock state, images, and product links. Use it for price monitoring, catalog research, seller analysis, and recurring ecommerce reporting.

Why use Daraz.pk Product Scraper?

• Structured catalog data - Turn public Daraz.pk listing pages into clean records you can filter, sort, and join with other data.
• Keyword or URL input - Start from a product search or from specific category pages, whichever fits the task.
• Duplicate removal - Products that appear on more than one page or listing are saved once.
• Stock filtering - Keep out-of-stock products out of the dataset, or include them when availability matters.
• Export and integration options - Download results as JSON, CSV, Excel, or XML, or connect the dataset to other tools through the Apify platform.
• Repeatable runs - Run once, or schedule the Actor to refresh the dataset on a daily or weekly basis.

What data can you extract from Daraz.pk?

Field	Description
productId	Daraz.pk product identifier
skuId	SKU identifier for the listed variant
title	Product title
description	Product description text
brand	Brand name
sellerName	Seller or store name
location	Seller location
price	Current price as a number
priceText	Current price as shown on the page
originalPrice	Original price before discount when available
discountPct	Discount percentage
discountText	Discount label as shown on the page
rating	Product rating
reviewCount	Number of reviews
soldCount	Units sold when the listing reports it
imageUrl	Primary product image URL
productUrl	Product page URL
inStock	Whether the product is in stock
isSponsored	Whether the listing is sponsored
page	Listing page where the product was found
sourceUrl	Listing URL used for the run
scrapedAt	ISO timestamp for when the record was collected

The dataset also includes sku, brandId, sellerId, shopId, categoryIds, descriptionBullets, originalPriceText, thumbnails, directSimilarUrl, promotionId, badgeTypes, badgeTexts, itemType, cheapestSku, searchTerm, requestId, and source. Fields with no value on the source page are omitted from the record instead of saved as null.

How to use Daraz.pk Product Scraper

1. Open the Actor on Apify Store.
2. Enter a search keyword, or add one or more Daraz.pk category URLs.
3. Set the product and page limits for the run.
4. Choose whether to include out-of-stock products.
5. Run the Actor and open the dataset.
6. Download the result or connect the dataset to your workflow.

Input Parameters

Parameter	Type	Required	Default	Description
startUrls	Array	No	-	Daraz.pk category or catalog listing URLs. When supplied, these are used and searchQuery is ignored.
searchQuery	String	No	dress	Product search keywords, used when no start URLs are supplied.
maxProducts	Integer	No	20	Maximum number of products to save. Set to 0 for unlimited.
maxPages	Integer	No	50	Maximum listing pages to request per URL or search query.
includeOutOfStock	Boolean	No	false	Include products that are currently out of stock.
proxyConfiguration	Object	No	{}	Optional proxy settings. Leave empty to connect directly. Apify Proxy requires a run on the Apify platform.

Output Data

Field	Type	Description
productId	String	Product identifier
skuId	String	SKU identifier
sku	String	SKU code
title	String	Product title
description	String	Full description text
descriptionBullets	Array	Description split into bullet strings
brand	String	Brand name
brandId	String	Brand identifier
sellerName	String	Seller or store name
sellerId	String	Seller identifier
shopId	String	Shop identifier
location	String	Seller location
categoryIds	Array	Category identifiers
price	Number	Current price
priceText	String	Current price as displayed
originalPrice	Number	Original price
originalPriceText	String	Original price as displayed
discountPct	Number	Discount percentage
discountText	String	Discount label
rating	Number	Product rating
reviewCount	Number	Review count
soldCount	Number	Units sold
imageUrl	String	Primary image URL
thumbnails	Array	Additional image URLs
productUrl	String	Product page URL
directSimilarUrl	String	Similar products URL
inStock	Boolean	Stock state
isSponsored	Boolean	Sponsored listing flag
promotionId	String	Promotion identifier
badgeTypes	Array	Badge types attached to the listing
badgeTexts	Array	Badge text attached to the listing
itemType	String	Listing type
cheapestSku	String	Cheapest SKU for the product
searchTerm	String	Search term reported by the listing
page	Number	Listing page number
sourceUrl	String	Listing URL used for the run
requestId	String	Request identifier
source	String	Data source label
scrapedAt	String	ISO timestamp

Usage Examples

Search for products by keyword

Collect products for a keyword search:

{
    "searchQuery": "iphone 15 pro max",
    "maxProducts": 50,
    "maxPages": 5
}

Collect a category page

Collect products from a single Daraz.pk category:

{
    "startUrls": ["https://www.daraz.pk/womens-fashion/"],
    "maxProducts": 40,
    "maxPages": 3
}

Combine several categories

Collect products from more than one listing in a single run:

{
    "startUrls": ["https://www.daraz.pk/mens-fashion/", "https://www.daraz.pk/electronic-devices/"],
    "maxProducts": 100,
    "includeOutOfStock": true
}

Run with a proxy

Use proxy settings for larger or scheduled runs. Daraz limits how many requests one address can send in a short window, so residential sessions in Pakistan give the most reliable results:

{
    "searchQuery": "smart watch",
    "maxProducts": 200,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": ["RESIDENTIAL"],
        "apifyProxyCountry": "PK"
    }
}

The Actor rotates the proxy session automatically when the site asks for a challenge, and it retries the run once after a short cooldown. If no proxy is configured and the address is limited, the run stops with a message that tells you to enable one.

Sample Output

{
    "productId": "1972630211",
    "skuId": "14061721546",
    "sku": "1972630211_PK",
    "title": "Soft and Comfortable Full Sleeve T-shirt paired with Flapper Trouser Combo for Women and Girls",
    "description": "Soft and Comfortable Fabric: Crafted from high-quality materials to ensure a cozy feel against the skin.",
    "descriptionBullets": [
        "Soft and Comfortable Fabric: Crafted from high-quality materials to ensure a cozy feel against the skin."
    ],
    "brand": "No Brand",
    "brandId": "39704",
    "sellerName": "creative purchase",
    "sellerId": "1112873",
    "shopId": "223115",
    "location": "Sindh",
    "categoryIds": ["1819", "1820", "1738", "10001963"],
    "price": 999,
    "priceText": "Rs. 999",
    "originalPrice": 1999,
    "discountText": "50% Off",
    "discountPct": 50,
    "reviewCount": 0,
    "soldCount": 1,
    "imageUrl": "https://static-01.daraz.pk/p/8a92a1d5542ba6cf250da1e9f4ca80ec.jpg",
    "productUrl": "https://www.daraz.pk/products/soft-and-comfortable-full-sleeve-t-shirt-paired-with-flapper-trouser-combo-for-women-and-girls-i1972630211.html",
    "inStock": true,
    "isSponsored": false,
    "badgeTypes": ["FreeshippingAndVoucherMax"],
    "itemType": "nt_product",
    "cheapestSku": "1972630211_PK-14061721546",
    "searchTerm": "dress",
    "page": 1,
    "sourceUrl": "https://www.daraz.pk/catalog/?q=dress",
    "requestId": "5cd823c9fb503e251bc8a1ecd5343260",
    "source": "daraz.pk",
    "scrapedAt": "2026-11-02T09:56:17.999Z"
}

Tips for Best Results

• Start with a focused category or a specific keyword. Broad categories produce a mixed dataset and fill the product limit quickly.
• Keep maxProducts low for a first run, then raise it after you check the output.
• Use category URLs that show products in a normal browser session. If a category path is not recognized, the Actor retries it as a keyword search built from that path.
• Leave startUrls empty when you want to use searchQuery. When both are set, startUrls wins.
• Use maxProducts: 0 only when you need the full result set. It removes the product cap, not the page cap.
• Enable a proxy for large or scheduled runs. Direct connections work for small runs.
• Public listing pages change over time. If a field disappears, check a few records before assuming the Actor failed.

Integrations

• Google Sheets - Send product records to a spreadsheet for price and rating analysis.
• Webhooks - Trigger a downstream workflow when a run finishes.
• Make or Zapier - Connect results to no-code automations.
• API - Read the dataset from your own systems with the Apify API.
• Scheduled runs - Refresh the dataset on a daily, weekly, or custom schedule.

Export Formats

• JSON - For applications and data pipelines.
• CSV - For spreadsheets and quick review.
• Excel - For business reporting.
• XML - For systems that require XML input.

Frequently Asked Questions

Which input is used first, startUrls or searchQuery?

startUrls is used first. When it contains at least one valid Daraz.pk listing URL, searchQuery is ignored for that run.

What happens if I run the Actor with no input?

The run uses the default search query dress and saves up to 20 products. This keeps the Actor testable from the Apify Console without any setup.

Can I collect more than 20 products?

Yes. Raise maxProducts to the number you need, or set it to 0 for no product limit. maxPages still controls how many listing pages the run requests.

Can I export Daraz.pk product data to CSV or Excel?

Yes. Apify datasets can be downloaded as CSV, Excel, JSON, XML, and other supported formats from the Console or through the API.

Can I run this Actor on a schedule?

Yes. Schedule the Actor in Apify Console to refresh prices, stock, and ratings on a daily, weekly, or custom interval.

Why did the run stop with an anti-bot message?

Daraz limits request bursts from a single address. The Actor spaces out its retries and retries the run once after a cooldown. If the message still appears, enable Apify Proxy with residential sessions in Pakistan, then run again. The next run uses a fresh address.

Why is my dataset smaller than the limit I set?

The final count can be lower because of duplicate removal, out-of-stock filtering, the page limit, or a listing that ran out of products. The run log reports saved, duplicate, and filtered counts.

Can I include out-of-stock products?

Yes. Set includeOutOfStock to true.

Why are some fields missing from a record?

Daraz.pk does not publish every field for every listing. When a value is absent, the Actor leaves that field out of the record instead of saving a null value.

Is it legal to scrape Daraz.pk?

Scraping public data can be legal, but you are responsible for complying with applicable laws, website terms, and privacy rules. Use the data responsibly and avoid collecting personal information you do not need.

Support

For issues or feature requests, use the Issues tab on the Actor page or contact the developer through Apify.

Legal Notice

This Actor is designed for legitimate collection of publicly available product data. Users are responsible for how they use the data and for complying with applicable laws and website terms.