Shopee Scraper

A Puppeteer-based Apify Actor that scrapes product listings from Shopee Vietnam. Supports search pages, category pages, and automatically paginates through results up to a configurable item limit.

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Features

• Scrapes search results (/search?keyword=...) and category pages (/category/...)
• Handles both Shopee API response shapes:
  • /api/v4/search/search_items — keyword search
  • /api/v4/recommend/recommend_v2 — category landing pages
• Automatic pagination via next-page URL detection (no click simulation)
• Respects a maxItems limit and stops crawling once reached
• Cookie-based login support for authenticated scraping
• Prices normalised from Shopee micros (÷ 1,000,000) to real values
• Full CDN image URLs constructed automatically

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Input

Field	Type	Default	Description
startUrls	array	[{ url: "https://shopee.vn/Men-Clothes-cat.11035567" }]	URLs to start scraping from (search or category pages)
maxItems	integer	10	Maximum number of items to collect before stopping
loginCookies	array	—	Browser cookies for authenticated session. Short-lived — re-capture before every run (see Authentication)
extraHeaders	object	{}	Anti-bot headers (x-sap-sec, x-sap-ri, sz-token, d-nonptcha-sync, af-ac-enc-*). Same short TTL — re-capture every run

Example input (INPUT.json)

{
    "startUrls": [
        { "url": "https://shopee.vn/search?category=11036030&keyword=xiaomi" },
        { "url": "https://shopee.vn/Men-Clothes-cat.11035567" }
    ],
    "maxItems": 100
}

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Output

Each item in the dataset represents one product listing with the following fields:

Field	Type	Description
url	string	Page URL the item was scraped from
itemUrl	string	Direct product URL (https://shopee.vn/product/{shopid}/{itemid})
itemid	number	Shopee item ID
shopid	number	Shopee shop ID
name	string	Product name
brand	string|null	Brand name
shop_name	string|null	Shop name
shop_location	string|null	Shop location
currency	string	Currency code (e.g. VND)
price	number	Current price (in currency units)
price_min	number	Minimum variant price
price_max	number	Maximum variant price
price_before_discount	number|null	Original price before discount
discount	string|null	Discount percentage (e.g. "8%")
sold	number	Monthly sold count
historical_sold	number	All-time sold count
liked_count	number	Number of likes/favourites
cmt_count	number|null	Number of reviews
rating_star	number|null	Average star rating
stock	number|null	Available stock
item_status	string	Status (e.g. "normal")
catid	number	Category ID
image	string|null	Main image URL
images	string[]	All image URLs
is_official_shop	boolean|null	Whether the seller is an official shop
is_on_flash_sale	boolean|null	Whether item is on flash sale
can_use_cod	boolean|null	Cash on delivery availability
ctime	number	Listing creation timestamp (Unix)

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How it works

1. Input is read via Actor.getInput(). Start URLs and maxItems are extracted.
2. Cookies are injected into each page before navigation to maintain a logged-in session.
3. XHR responses are intercepted — the crawler listens for responses from:
   • /api/v4/search/search_items (search pages)
   • /api/v4/recommend/recommend_v2 (category pages)
4. Items are extracted and normalised from whichever API response shape is present, then pushed to the dataset.
5. Pagination — after each page, the next-page button's href is read from the DOM. If the href points to "/" or is absent, crawling stops (last page reached). Otherwise, the next URL is enqueued.
6. maxItems enforcement — counting is tracked globally; pagination stops as soon as the limit is reached.
7. Cookies are saved after each page so the session stays fresh across requests.

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Authentication

Shopee's API protects every request with two short-lived layers of credentials:

1. Session cookies (csrftoken, SPC_F, SPC_U, SPC_ST, SPC_EC, SPC_T_ID, etc.) — bound to the active browser session.
2. Signed anti-bot headers (x-sap-sec, x-sap-ri, sz-token, af-ac-enc-dat, af-ac-enc-sz-token, d-nonptcha-sync) — recomputed by Shopee's frontend JavaScript on every request.

⚠️ These tokens expire within minutes, not hours. Capture a fresh set immediately before every run. Reusing tokens from a previous session will return error: 90309999 (anti-bot rejection) with no items.

How to capture credentials

1. Open the target Shopee search/category page in a logged-in Chrome/Edge session (e.g. https://shopee.vn/search?keyword=xiaomi&category=11036030).
2. Open DevTools → Network tab → filter for search_items.
3. Trigger the request (refresh or scroll).
4. Right-click the search_items row → Copy → Copy as cURL (bash) (or Copy as fetch for JS).
5. From the captured request, populate the actor input:
   • startUrls[0].url — the full API URL from the cURL (the /api/v4/search/search_items?... line).
   • extraHeaders — every -H header except :authority, :method, :path, :scheme, accept-encoding (let the HTTP layer handle compression).
   • loginCookies — either parse the cookie: header into a [{name, value}, ...] array, or just paste the full cookie string into extraHeaders.cookie (overrides the array).
6. Run within 60 seconds. Any longer and the signed tokens will have rotated and Shopee will reject the request.

Why the URL must come from the same capture

x-sap-sec is a signature over the request URL. The captured startUrls[0].url includes the original extra_params and view_session_id UUIDs that were signed — changing them invalidates the signature. Don't rewrite the URL; paste it verbatim.

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Related Actors you might like

Speed up your whole scraping workflow with these companion tools from the same developer:

• AI Dataset Search — Search and explore your scraped datasets in plain English. Ask questions and instantly surface the profiles or records you need from the output of this and other Actors, without writing manual filters.
• AI Scraper Input Generator — Turn a plain-language description of what you want to scrape into a ready-to-run input configuration, so you can set up Actor runs in seconds instead of hand-editing JSON.

Together with Shopee Scraper (Login Required), they cover the full loop: generate the input, run the scrape, then search the results.

Notes

• Shopee stores prices internally as micros (integer × 10⁻⁶). The scraper divides by 1,000,000 to produce real currency values.

• Image IDs returned by the API are converted to full CDN URLs using https://down-vn.img.susercontent.com/file/.

• Proxy configuration (Apify Residential, Vietnam) is defined in main.js and can be enabled by uncommenting the proxyConfiguration option in the crawler.

• Join our developer community on Discord