Daraz Scraper

Scrape Daraz — South Asia's largest online marketplace, covering Pakistan (daraz.pk), Bangladesh (daraz.com.bd), Sri Lanka (daraz.lk), and Nepal (daraz.com.np). Search products by keyword or browse Daraz's real category taxonomy (Mobiles & Tablets, Fashion, Health & Beauty, Groceries, and more), then filter by price range, star rating, and sort order. No login, no cookies, no paid proxy required.

What this actor does

• Two modes: search (keyword) and category (browse Daraz's real navigation categories)
• Four storefronts: Pakistan, Bangladesh, Sri Lanka, Nepal — pick per run
• Filters: min/max price, minimum star rating, sort order (popularity / price low-high / price high-low), brand, shipped-from region, free-shipping only, in-stock only
• Rich product data: price, discount %, rating, review count, units sold, seller, shipping origin, and product images
• Empty fields are omitted

Output per product

• productId — Daraz's internal item ID
• title — product listing title
• price, priceFormatted — numeric price and the storefront-formatted string (e.g. Rs. 116,000)
• originalPrice, discountPercentage — only present when the item is on sale
• currency — ISO code for the storefront (PKR / BDT / LKR / NPR)
• rating, reviewCount — only present when the product has reviews
• itemsSoldText, itemsSold — units sold, as shown and parsed to a number
• brand, brandId
• sellerName, sellerId
• shippedFrom — origin province/region as shown on the listing
• imageUrl — primary product image
• productUrl — canonical product page link
• inStock, isSponsored, freeShipping
• categoryIds — Daraz's internal category IDs for the product
• countrySite — which storefront the record came from (pk / bd / lk / np)
• recordType: "product", scrapedAt

Input

Field	Type	Default	Description
mode	string	search	search (keyword) or category (browse)
countrySite	string	pk	pk / bd / lk / np — which Daraz storefront
searchQuery	string	mobile phone	Free-text keyword (mode=search; also narrows results within mode=category)
category	string	phones-tablets	Category to browse (mode=category) — see the dropdown for the full list
brand	string	–	Only keep products whose brand exactly matches this name (case-insensitive), e.g. Samsung
shippedFrom	string	–	Only keep products shipped from this region (case-insensitive exact match), e.g. Punjab, Dhaka
freeShippingOnly	boolean	false	Only keep products with a free-shipping badge
inStockOnly	boolean	false	Only keep products Daraz currently reports as in stock
minPrice	int	–	Drop products priced below this amount (local currency)
maxPrice	int	–	Drop products priced above this amount (local currency)
minRating	string	0	0 (any) to 5 (5 stars only)
sortBy	string	popularity	popularity / priceasc / pricedesc
maxItems	int	50	Hard cap on emitted records (1–2000)
proxyConfiguration	object	{"useApifyProxy": true}	Apify proxy config (AUTO datacenter group is sufficient)

Example: keyword search with price range

{
  "mode": "search",
  "countrySite": "pk",
  "searchQuery": "wireless earbuds",
  "minPrice": 1000,
  "maxPrice": 5000,
  "sortBy": "priceasc",
  "maxItems": 50
}

Example: browse a category, highly rated only

{
  "mode": "category",
  "countrySite": "bd",
  "category": "beauty-health",
  "minRating": "4",
  "sortBy": "popularity",
  "maxItems": 100
}

Example: Nepal storefront, price high to low

{
  "mode": "category",
  "countrySite": "np",
  "category": "computing",
  "sortBy": "pricedesc",
  "maxItems": 30
}

Example: Sri Lanka search, narrow by keyword within a category

{
  "mode": "category",
  "countrySite": "lk",
  "category": "sports-travel",
  "searchQuery": "badminton",
  "maxItems": 40
}

Use cases

• Price monitoring — track pricing and discounts on specific products or categories across South Asian markets
• Market research — compare product assortments and pricing between Pakistan, Bangladesh, Sri Lanka, and Nepal storefronts
• Competitor analysis — monitor seller listings, ratings, and units-sold signals for a category
• Deal discovery — filter by discount and rating to surface the best-value listings
• Catalog enrichment — pull structured product data (images, brand, seller) for downstream cataloging

Data Source / Limitations

• Data comes from Daraz's own product-listing endpoint (the same one that powers the on-site search and category pages) — no scraping of unofficial mirrors or third-party resellers.
• Daraz's public search results page (/catalog/) is excluded by the site's robots.txt; this actor accesses it directly like the many third-party Daraz scrapers already on the market, and does not bypass any login, paywall, or CAPTCHA.
• sortBy only exposes the three sort orders Daraz's own UI provides (popularity, priceasc, pricedesc) — Daraz does not offer a distinct "newest" sort on product listings, so it is not included.
• minRating filters to Daraz's own rating buckets. Because most listings for a given search cluster at 4+ stars, low thresholds (1–3) and "any rating" often return very similar result sets — this reflects Daraz's actual rating distribution, not a bug.
• Category names and slugs reflect Daraz's real, currently-live navigation taxonomy as of the last verification pass; Daraz occasionally renames or merges categories.
• brand and shippedFrom are exact-match (case-insensitive) text filters rather than dropdowns — Daraz's brand and shipping-region lists differ per category/storefront and aren't a fixed, query-independent set, so they can't be enumerated reliably.

FAQ

Is this affiliated with Daraz? No. This is an independent, third-party actor that reads Daraz's public product-listing data. It is not endorsed by or affiliated with Daraz or Alibaba Group.

Do I need a Daraz account, login, or API key? No. All modes work without authentication.

Which countries are supported? Pakistan (daraz.pk), Bangladesh (daraz.com.bd), Sri Lanka (daraz.lk), and Nepal (daraz.com.np) — pick via countrySite.

Can I combine keyword search with a category? Yes — set mode to category and also fill in searchQuery to narrow results to that keyword within the chosen category.

Why do some products have no rating or reviewCount? Those fields are omitted when a product has no reviews yet — Daraz doesn't show a rating for unreviewed listings.

Why is originalPrice sometimes missing? It's only included when the product is actively discounted. Full-price listings only have price.

How fresh is the data? Real-time — every run queries Daraz's live listing endpoint directly.

What does itemsSoldText vs itemsSold mean? itemsSoldText is Daraz's own display string (e.g. "16.1K sold"); itemsSold is that same value parsed into a plain number (16100) for easier filtering and sorting.