Shopee Scraper [From $0.28] Search, Ratings, Sales & Shops

Turn Shopee search terms or URLs into product rows — title, price, currency, seller ids, and image — across Indonesia, Singapore, Malaysia, Philippines, Thailand, Vietnam, Taiwan, Brazil, Mexico, Colombia and Chile. No login, no cookies.

Optional product details add description, brand, gallery, price range and seller fields.

From $0.28 per 1,000 products ($0.36 on the Bronze tier). Error rows are free.

Input	Row(s) emitted
Keyword (searchTerms)	Product cards from /list/{term}
Search / list / category URL	Product cards from that page
Shop URL	The first page of the shop's product grid (about 40 items) plus its featured items
Product URL (-i.shop.item or /product/shop/item)	One product, completed from the product data source (up to 20 lookups per run on Apify's free plan)

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Why Use This Scraper?

• From $0.28 per 1,000 products ($0.36 on Bronze); product details from $2.50 per 1,000
• Eleven Shopee marketplaces in one actor
• Keyword search, category, shop, or a mixed list of URLs
• Up to 100 products per keyword in one request, sorted by Shopee itself: top sales, newest or price
• Rating and original price on keyword results; rating, discount and seller location on category and shop cards
• Price, rating and discounted-only filters
• Product URLs come back with title, brand, description, gallery and the shop's rating, followers and response rate, and the price when the data source has it
• Optional product-detail pass for gallery, brand, description and seller
• One flat row per product for JSON, CSV or Excel
• No browser, no cookies, no Shopee account

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Overview

Built for price monitors, marketplace researchers, and sourcing teams who need public Shopee listings as a table.

Every successful row is a product. A shop URL does not emit a shop-profile row — it emits that shop's products, up to about 50 per shop, because Shopee renders only the first page of a shop's grid as crawler HTML. If Shopee refuses the shop page, a paid run reads the shop through the product data source instead (about 30 products).

A keyword returns up to about 100 products. Shopee's own pages stop adding new products after a few pages, and the data source answers one page per keyword, so maxItems above that does not bring more for one keyword: split the search into several keywords instead. Colombia and Chile do not serve search HTML; keyword-only runs there return an unavailable error row. Paste a product or shop URL instead.

Keyword searches are read with Shopee's own sorting and come back with rating; category and shop URLs are read from Shopee's public pages, whose cards show rating and discount. A product URL is completed from the product's data: title, brand, description, gallery and the shop's rating, followers and response rate, and the price when the data source has it.

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Supported Inputs

Kind	Example
Keyword	iphone in searchTerms, country: "ID"
List / search URL	https://shopee.sg/list/iphone or https://shopee.sg/search?keyword=iphone
Category	https://shopee.co.id/Komputer-Aksesoris-cat.11044261
Shop	https://shopee.co.id/shop/196846900 or https://shopee.co.id/rasyidjaya_computer
Product	https://shopee.sg/Name-i.855002939.28095542543 or https://shopee.co.id/product/196846900/11083699432

Unsupported

• Cart, checkout, buyer messages, or anything behind login
• Lazada
• Colombia / Chile keyword search (product and shop URLs still work)
• Server-side sales / latest sort (those values stay in page order)

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Use Cases

Audience	What they use it for
Price monitors	Track a SKU or keyword across SEA and LATAM Shopee hosts
Sourcing	Shortlist sellers by price, title and shop id
Catalog teams	Enrich a list of Shopee URLs with title and image
Researchers	Compare listing density for a term across countries

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How It Works

1. Each input is classified as a keyword, search, category, shop or product URL, in the marketplace of its own host.
2. Keywords are searched with Shopee's own sorting, up to about 100 products each. Category and shop URLs are read from Shopee's public pages; a shop returns its product grid plus its featured items, and a shop page Shopee refuses is read through the product data source instead (paid plan).
3. Each product card gives title, image, price, crossed-out price, rating, discount and, in Thailand, the seller's province. The price shown on the card is the one you get.
4. Filters (minPrice, maxPrice, minRating, discountedOnly) drop cards before billing. price_asc / price_desc reorder in memory.
5. If enrichProducts is on, each kept product is looked up in the product data source, which adds description, brand, the image gallery, price range and seller details. A product without a price is filled from the same lookup.

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Input Configuration

In the order of the input form:

Field	Type	Default	Description
startUrls	array	—	Product, search, category or shop links; each keeps its own marketplace. url, urls, productUrls, shopUrls, categoryUrls, shopId (with or without itemId) and shop are read too.
searchTerms	array	—	Keywords, one per line. keyword, keywords and query are read too.
country	string	ID	Marketplace the keywords are searched on.
mode	string	auto	auto, product, shop or search. Links are always read as the page they are; product or shop skips keywords when links are given, and product adds full details to product links.
discountedOnly	boolean	false	Only products shown with a discount.
minRating	number	—	Lowest rating; products without one are kept.
minPrice / maxPrice	integer	—	In the marketplace's own money; products without a price are dropped.
sortBy	string	relevancy	relevancy, latest, sales, price_asc or price_desc, for keyword results.
enrichProducts	boolean	false	Full product and seller details, billed as product-detail. Product links get them anyway. Free plan: 20 lookups per run.
maxItems	integer	40	Products in the whole run.
maxConcurrency	integer	3	Products read at once, 1–8.
proxyConfiguration	object	residential	Optional; runs also work with it off.

Example — keyword search

{
  "country": "ID",
  "searchTerms": ["iphone"],
  "maxItems": 40
}

Example — product URLs plus detail

{
  "mode": "product",
  "startUrls": ["https://shopee.co.id/product/1732890112/26795239857"],
  "enrichProducts": true
}

Example — one shop

{
  "mode": "shop",
  "startUrls": ["https://shopee.co.id/shop/196846900"],
  "maxItems": 20
}

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Pricing

Pay per event: you pay for the products you get, plus Apify's actor start.

Event	Free	Bronze	Silver	Gold and above
Product card, per 1,000	$0.40	$0.36	$0.32	$0.28
Product detail, per 1,000	$3.50	$3.00	$2.80	$2.50
Actor start, per GB of run memory	$0.005	$0.005	$0.005	$0.005

A product detail is charged for each product URL and, with enrichProducts on, for each result, and only when the details came back. Error rows, and rows that came back with no product data, are free.

What typical runs cost on Bronze, with the default 512 MB of memory:

Run	Cost
1,000 products from 10 keywords	$0.37
One shop, 40 products	$0.02
100 product URLs, with details	$0.34
1,000 keyword results with enrichProducts	$3.37

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Output Overview

One dataset row per product. Search cards include title, price, currency, url, itemId, shopId, imageUrl, and rating, discountPct and location when the card shows them. Error rows carry error, errorKind (unavailable for a dead marketplace, a bad URL, or filters that matched nothing; failed for a page that could not be read) and message — those are not charged.

With enrichProducts, the same row also gets description, brand, images, priceMin, priceMax, rating, shopName, shopUsername, shopRating, shopFollowers, shopItemCount, shopResponseRate and isOfficialShop. Variants, category path and attributes are not available.

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Output Samples

Real rows from 2026-10-22, shortened (empty fields and long URLs trimmed).

Keyword search, country: "ID", searchTerms: ["skincare"]:

{
  "type": "product",
  "country": "ID",
  "currency": "IDR",
  "title": "Emina Water Gel Moisturizer 30gr - Skin Flooding Mechanism™",
  "price": 41100,
  "originalPrice": 63700,
  "rating": 4.9,
  "location": "Bekasi",
  "itemId": "26173096824",
  "shopId": "8077122",
  "position": 4,
  "searchTerm": "skincare",
  "imageUrl": "https://down-id.img.susercontent.com/file/id-11134207-81ztc-mtnmt9i1jpcaf2"
}

Shop URL, startUrls: ["https://shopee.co.th/bissiq"]:

{
  "type": "product",
  "country": "TH",
  "currency": "THB",
  "title": "[ซื้อ 3 ฟรี 1 ผ้าพันคอ] bissiq Intense Revive Soft Skin Pudding Moist มอยส์พุดดิ้ง สำหรับผิวแห้ง แพ้ง่าย ผิวแข็งแรง",
  "price": 899,
  "rating": 5,
  "discountPct": 57,
  "location": "จังหวัดนครปฐม",
  "itemId": "45803528804",
  "shopId": "1503126523",
  "position": 2,
  "sourceUrl": "https://shopee.co.th/bissiq",
  "imageUrl": "https://down-th.img.susercontent.com/file/th-11134207-81zte-mtshofirubcx54"
}

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Key Output Fields

Group	Fields
Identity	country, itemId, shopId, url
Offer	title, price, currency, originalPrice, discountPct, imageUrl, rating, location
Provenance	searchTerm, sourceUrl, position, page, scrapedAt
Detail (opt-in)	description, brand, images, priceMin, priceMax, rating, shopName, shopUsername, shopRating, shopFollowers, shopItemCount, shopResponseRate, isOfficialShop

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FAQ

Does it need Shopee cookies? No. The JSON API does (/api/v4 returns 403 without their token). This actor reads the public crawler HTML instead.

Why is price null on a product URL? Shopee's product page shows only the product's title and main image. The rest comes from the product data source, which often has no price (since 2026-10-22); a keyword, shop or category search gives the card price. When the data source has nothing for a product, or does not answer before the run's timeout, the row keeps the page's title and image, price stays empty, and only the product is billed. On the free plan a run can complete up to 20 products from the data source; after that product URLs get the page's title and image only.

How long should a run with product URLs or product details get? At least 2 minutes. Each product lookup takes 25-60 seconds, and the run stops starting lookups shortly before its timeout so it can deliver what it has. Products it did not reach come back with the title and image from Shopee's product page, without details, and are not billed for details.

What changes on Apify's free plan? Each run may make up to 20 product data lookups: one per keyword search, product URL or product detail. After that, keywords are searched on Shopee's public pages, where sorting by sales or latest is not available, product URLs return only their title and image, and enrichProducts adds nothing (and charges nothing). A paid Apify plan has no limit.

Which countries work for search? ID, SG, MY, PH, TH, VN, BR, TW, MX. CO and CL need a product or shop URL.

What does it cost? Apify's per-GB actor start ($0.005), then $0.36 per 1,000 product cards (Bronze; $0.28 on Gold and above). Product details cost $3.00 per 1,000 (Bronze; $2.50 on Gold and above), charged for each product URL and for each result when enrichProducts is on, and only when the details came back. Error rows are free. The Pricing section has every tier and example runs.

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Support

Found a bug or need a field that is not there? Open an issue on the actor's Issues tab.

Email: muhamed.didovic@gmail.com

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Additional Services

Need a custom scraper, a tailored export, or an integration into your own pipeline? Custom builds are available — muhamed.didovic@gmail.com.

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Explore More Scrapers

• Shopee Reviews Scraper — the reviews of any Shopee product
• Lazada Scraper — products, prices, ratings and sellers in six SEA markets
• Tokopedia Scraper — products, shops and reviews in Indonesia
• TikTok Shop Scraper — products, best sellers and reviews
• AliExpress Scraper — products, prices and reviews

Browse the full collection at apify.com/memo23.

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🤖 For AI Agents & LLM Apps

Compact reference for AI agents calling this actor via the Apify MCP server or the Apify API (actor: memo23/shopee-scraper).

Purpose: Public Shopee product cards from keywords or URLs across 11 country hosts. No login.

Minimal input:

{ "country": "ID", "searchTerms": ["iphone"], "maxItems": 5 }

Output: one dataset row per product — type, country, currency, title, price, url, itemId, shopId, imageUrl, searchTerm, sourceUrl. Failed targets return {error, errorKind, message}.

Behaviors an agent should know:

• Always set maxItems.
• A URL's host wins over country.
• A URL runs as what it is, whatever mode says. mode: "product" / "shop" skips searchTerms when URLs are given too.
• About 100 products per keyword at most; use several keywords for more.
• CO/CL keyword search returns errorKind: "unavailable" — pass a product or shop URL.
• Billing (Bronze): product $0.00036 per delivered card; product-detail $0.003 per product URL and per result with enrichProducts, only when details came back; $0.005 actor start. Error rows are free.
• On Apify's free plan a run has 20 product data lookups (keyword search, product URL, product detail); past them product URLs return only title and image. Prefer keyword search when price is required.
• No cookies and no /api/v4 — do not send session tokens.

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⚠️ Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Shopee Pte. Ltd., Sea Limited, or any of their subsidiaries. All trademarks mentioned are the property of their respective owners.

The scraper accesses only publicly available Shopee listing and product pages — no authenticated endpoints, paid features, or content behind the Shopee login wall. Users are responsible for ensuring their use complies with Shopee's Terms of Service, applicable data-protection law (GDPR, CCPA, etc.), and any contractual obligations of their own organization.

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