Coupang Scraper

Scrape Coupang (쿠팡, Korea's largest online marketplace) search results at scale: product name, price in KRW, original price and discount, rating, review count, Rocket badge, rank, image and URL, for any keyword. It reads Coupang's own server-rendered search data over HTTP, with no browser, so it is fast and cheap to run.

What does Coupang Scraper do?

Give it keywords (Korean or English) or Coupang search URLs. For each one it opens the Coupang search results and reads every product on the page. Every product becomes one row in the dataset, ready to download as JSON, CSV, Excel or HTML, or to read through the Apify API.

Coupang shows visitors one page of results per search, about 60 products, and a second page comes back as "no results" even in a browser. So each keyword or search URL returns up to about 60 products. To collect more, add more keywords, or the same keyword with other sort orders (see Tips and limits). Max items caps the total across all of them.

Why use this scraper?

• Every product Coupang shows. All products on the results page for each keyword or URL, about 60 each.
• Korean or English keywords. Search 노트북, laptop, 에어팟 or airpods, whatever you would type on coupang.com.
• Real KRW prices, ratings and reviews. Taken from Coupang's own structured product data, so they match the site.
• No browser overhead. Most runs finish in under a minute.
• Korean residential proxies built in. Coupang blocks datacenter and non-Korean traffic. The actor rotates a fresh Korean residential IP per request and falls back to a paid anti-bot bypass when Coupang's bot protection shuts the door. No proxy setup needed.
• Clean, predictable output. One row per product, no padding rows, the same fields every time.

Use cases

• Price monitoring and repricing. Track competitor prices on Coupang for your catalog.
• Market and assortment research. See what sells, how it is rated and how it ranks for any category keyword.
• Brand and seller monitoring. Follow how your products, and knock-offs, show up in Coupang search.
• Demand signals. Review counts and ratings are a strong proxy for demand and product maturity.
• Rocket delivery analysis. Spot which listings carry Coupang's Rocket (로켓배송) badge and which are sponsored.

How to use Coupang Scraper

1. Open the actor in the Apify Console and go to the Input tab.
2. Add one or more Search keywords (for example 노트북), or paste Coupang search URLs.
3. Set Max items to the number of products you want in total. It is also your spending cap.
4. Click Start and wait for the run to finish.
5. Open the Output tab. The Products view shows each result with its image, and the Prices view is laid out for price tracking. Export as JSON, CSV, Excel or HTML.

To repeat a search on a schedule, save the input as a task and add a schedule in the Console.

Input

Field	Type	What it does
searchQueries	array of strings	Keywords to search, Korean or English. Each one returns up to about 60 products.
startUrls	array of strings	Coupang search URLs (https://www.coupang.com/np/search?q=…). Sort and filter parameters in the URL are kept. A product URL is accepted; its id is searched as a keyword.
maxItems	integer	Hard cap on product rows across all searches. Default 1,000.
proxy	object	Optional proxy override. Leave it empty to use the built-in Korean residential proxies.

Search by keyword:

{
    "searchQueries": ["노트북", "airpods"],
    "maxItems": 200
}

Search by URL, here the best sellers for 그래놀라 (granola):

{
    "startUrls": ["https://www.coupang.com/np/search?q=%EA%B7%B8%EB%9E%98%EB%86%80%EB%9D%BC&sorter=saleCountDesc"],
    "maxItems": 100
}

Output

One row per search-result product. Every row carries the keyword it came from (sourceQuery) and its position (rank), so rows describe themselves in CSV exports.

{
    "productId": "9425678602",
    "itemId": "28018355098",
    "vendorItemId": "94975619139",
    "title": "Apple 2025 에어팟 프로 3 USB-C 블루투스 이어폰",
    "productUrl": "https://www.coupang.com/vp/products/9425678602?itemId=28018355098&vendorItemId=94975619139",
    "image": "https://thumbnail.coupangcdn.com/thumbnails/remote/320x320ex/image/…",
    "price": 332100,
    "basePrice": 359000,
    "discountRate": 7,
    "currency": "KRW",
    "rating": 5,
    "reviewCount": 15278,
    "availability": "InStock",
    "soldOut": false,
    "isRocket": true,
    "isAd": false,
    "rank": 1,
    "sourceQuery": "airpods",
    "scrapedAt": "2026-07-22T08:25:00.000Z"
}

Output fields

Field	Meaning
productId, itemId, vendorItemId	Coupang's three product identifiers, from the product URL
title	Product name as shown on Coupang (usually Korean)
price, currency	Current selling price, whole KRW
basePrice, discountRate	Original price (KRW) and percent off; null when the item is not discounted
rating, reviewCount	Average star rating and number of reviews
availability, soldOut	Stock status (InStock and so on) and an explicit sold-out flag
isRocket	Carries the Rocket delivery (로켓배송) badge
isAd	Sponsored placement in the results
rank	1-based position in the search results
sourceQuery	The keyword the product was found with
image, productUrl	Thumbnail URL and product page URL
scrapedAt	When the row was scraped (ISO 8601, UTC)

How much does it cost to scrape Coupang?

The actor uses pay-per-event pricing. You pay per product row, plus a small fee when a run starts, and Apify platform usage is included.

Apify plan	Price per 1,000 products
Free, Bronze	$3.00
Silver	$2.70
Gold, Platinum, Diamond	$2.40

The run start costs $0.005. For example, 5 keywords at about 60 products each (300 products) cost about $0.91 on the Free plan. Set Max items to cap what a run can spend. Free-plan runs return up to 100 products per run.

Run it from code

Use the Apify API or one of the Apify clients. Replace <YOUR_API_TOKEN> with your token from Settings → API & Integrations in the Apify Console.

Node.js (npm install apify-client):

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: '<YOUR_API_TOKEN>' });
const run = await client.actor('memo23/coupang-scraper').call({
    searchQueries: ['노트북'],
    maxItems: 100,
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

Python (pip install apify-client):

from apify_client import ApifyClient

client = ApifyClient('<YOUR_API_TOKEN>')
run = client.actor('memo23/coupang-scraper').call(run_input={
    'searchQueries': ['노트북'],
    'maxItems': 100,
})
for item in client.dataset(run['defaultDatasetId']).iterate_items():
    print(item['title'], item['price'])

One HTTP call that runs the actor and returns the rows:

curl -X POST "https://api.apify.com/v2/acts/memo23~coupang-scraper/run-sync-get-dataset-items?token=<YOUR_API_TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"searchQueries": ["노트북"], "maxItems": 100}'

How it works

1. Every keyword becomes a Coupang search URL (/np/search?q=<query>&channel=user).
2. The request goes out through a fresh Korean residential IP and fetches the server-rendered search page.
3. The actor parses Coupang's embedded product list (schema.org JSON-LD) and merges in the Rocket, ad and rank details from the page markup.
4. Each product is pushed as one row. Coupang serves one page of results per search, so a search ends after its first page; the actor asks for page 2 once in case Coupang starts serving more.
5. Coupang's bot protection sometimes blocks every request for a few minutes. When that happens the actor retries on new Korean IPs, races a paid anti-bot bypass alongside them, and keeps trying for up to a few minutes before it reports the block.

Tips and limits

• About 60 products per search. Coupang shows one page of results per search to visitors. For more products, use more keywords, or the same keyword with other sort orders: add &sorter= to a search URL with scoreDesc (Coupang ranking, the default), saleCountDesc (best sellers), salePriceAsc (cheapest first), salePriceDesc (most expensive first) or latestAsc (newest). Rows are deduplicated by product id within a run.
• Product detail pages are not scraped. Coupang blocks /vp/products/… pages for non-browser clients. Everything in the output comes from the search results.
• Korean keywords return the most complete results. English works too.
• A run with no rows fails on purpose, with a status message that says why: a blocked window, or Coupang's own "no results" page. A search that Coupang answers with "no results" is reported as a finished run, not a failure.
• Blocked windows pass. If a run reports a block, running it again a few minutes later usually works.

FAQ

Does this scrape individual product detail pages? No. Coupang hard-blocks its product detail pages (/vp/products/…) for non-browser clients. The search results already carry name, price, rating, review count, image and URL for every product. If you paste a product URL, its id is searched as a keyword instead.

Are prices really in KRW? Yes. The actor requests Coupang from a Korean IP, so prices and availability are what a shopper in Korea sees, in Korean won.

Why do I need proxies? Can I turn them off? Coupang blocks datacenter and non-Korean traffic. The actor ships with Korean residential proxies and rotates a fresh IP per request. You can supply your own proxy through the proxy input, but it has to be Korean residential to work.

How many products per search? About 60. Coupang shows visitors one page of results per search, and the actor returns every product on it. Use more keywords or other sort orders to collect more.

Can I search in English? Yes. Coupang search handles English and Korean terms. Korean keywords generally return more complete results.

Integrations

• Schedules and monitoring. Run the actor on a schedule from the Apify Console and send new rows to a webhook, a database or Google Sheets.
• Make, Zapier, n8n and the Apify API. Start runs and pick up results from your own workflows.

Support

• Found a bug or need a field added? Open an issue on the actor's Issues tab in the Apify Console. Issues are answered within a day.
• Custom requirements (specific categories, bigger volumes, private deployment)? Send a message through the Apify contact form.
• Need another marketplace scraped to the same standard? Get in touch through the profile below.

Explore more scrapers

See other scrapers on memo23's Apify profile, covering e-commerce, social media, real estate, job boards and more.

For AI agents and LLM apps

The output is deterministic JSON, one self-describing row per product, and the input schema is small. Call the actor from LLM tool use or MCP setups to give an agent live Korean-market prices and demand signals. "What do AirPods cost on Coupang and how well are they rated?" maps to one run with searchQueries: ["airpods"]. Use maxItems to bound the cost per call.

Disclaimer

This actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Coupang Corp. It retrieves only publicly available data that Coupang serves to any visitor without signing in. "Coupang" and "쿠팡" are trademarks of Coupang Corp. You are responsible for how you use the data, including compliance with applicable laws and Coupang's terms of service.

SEO Keywords

coupang scraper, coupang api, scrape coupang, coupang product scraper, coupang price scraper, korean ecommerce scraper, coupang search scraper, 쿠팡 스크래퍼, coupang data export, coupang price monitoring, coupang product data, korean marketplace scraper, coupang listings scraper, coupang json, coupang csv, coupang competitor pricing, coupang rating scraper, coupang review count, coupang no login