# Coupang Reviews Scraper - Korean E-commerce Product Reviews (`huggable_quote/coupang-reviews-scraper`) Actor Scrape product reviews from Coupang, Korea's #1 e-commerce platform. Extract ratings, review text, photos, helpful votes, and verified purchase info. Ideal for sentiment analysis, competitor monitoring, and Korean market research. No API key needed. - **URL**: https://apify.com/huggable\_quote/coupang-reviews-scraper.md - **Developed by:** [OrbitData Labs](https://apify.com/huggable_quote) (community) - **Categories:** E-commerce, Other - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $3.00 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## Coupang Reviews Scraper ๐Ÿ‡ฐ๐Ÿ‡ทโญ Scrape product reviews from **[Coupang (์ฟ ํŒก)](https://www.coupang.com)**, South Korea's #1 e-commerce platform with 30M+ active buyers. Extract review text, ratings, photos, helpful votes, verified purchase status, and review statistics โ€” all in structured JSON. ### Why use this scraper? - **No Coupang API key needed** โ€” works out of the box - **Review-focused** โ€” dedicated to review extraction, not product listings - **Rich data** โ€” ratings, text, photos, purchase verification, helpful votes - **Flexible filtering** โ€” by rating, photo reviews, sort order - **Built-in statistics** โ€” rating distribution, average score, photo review count - **Polite crawling** โ€” built-in delays and proxy support to avoid rate limiting ### What data do you get? #### Review fields | Field | Description | Example | |-------|-------------|---------| | `productId` | Coupang product ID | `6113370508` | | `productUrl` | Product page URL | `https://www.coupang.com/vp/products/6113370508` | | `reviewId` | Unique review ID | `123456789` | | `rating` | Star rating (1-5) | `5` | | `reviewTitle` | Review headline | `"๋ฐฐ์†ก๋„ ๋น ๋ฅด๊ณ  ํ’ˆ์งˆ๋„ ์ข‹์•„์š”"` | | `reviewText` | Full review text | `"๊ฐ€์„ฑ๋น„ ์ตœ๊ณ ์ž…๋‹ˆ๋‹ค. ์žฌ๊ตฌ๋งค ์˜์‚ฌ ์žˆ์–ด์š”."` | | `reviewDate` | Review date (ISO 8601) | `"2026-05-10T00:00:00+09:00"` | | `reviewerNickname` | Reviewer nickname | `"cu**12"` | | `isVerifiedPurchase` | Verified buyer | `true` | | `helpfulVotes` | Helpful vote count | `23` | | `optionInfo` | Purchased option | `"์ƒ‰์ƒ: ๋ธ”๋ž™ / ์‚ฌ์ด์ฆˆ: L"` | | `photos` | Review photo URLs | `["https://...jpg"]` | #### Product statistics (first review entry) | Field | Description | Example | |-------|-------------|---------| | `totalReviewCount` | Total number of reviews | `1523` | | `averageRating` | Average star rating | `4.7` | | `ratingDistribution` | Rating breakdown | `{"5": 1234, "4": 200, "3": 50, "2": 20, "1": 19}` | | `photoReviewCount` | Number of photo reviews | `320` | ### Input options #### Product URLs Paste one or more Coupang product page URLs: ```` https://www.coupang.com/vp/products/6113370508?itemId=15434590382\&vendorItemId=3116434329 ```` #### Product IDs Or enter product IDs directly (numbers only): `6113370508` #### Sort options | Option | Description | |--------|-------------| | **Newest first** | Most recent reviews first (default) | | **Lowest rating** | 1-star reviews first | | **Highest rating** | 5-star reviews first | | **Most helpful** | Most voted reviews first | #### Filters - **Filter by rating** โ€” Show only 1โ˜…, 2โ˜…, 3โ˜…, 4โ˜…, or 5โ˜… reviews (set to 0 for all) - **Photo reviews only** โ€” Extract only reviews that contain images - **Max reviews per product** โ€” Default 100, set to 0 for all reviews #### Proxy configuration For large-scale scraping (1000+ reviews), use **Residential proxies** to avoid rate limiting. The scraper supports both Apify Proxy and external proxy URLs. ### Use cases - **Brand monitoring** โ€” Track Korean consumer sentiment for your products on Coupang - **Competitor analysis** โ€” Compare review scores and common complaints across sellers - **Market entry research** โ€” Understand Korean buyer preferences before entering the K-commerce market - **NLP/AI training** โ€” Build Korean-language e-commerce review datasets for sentiment analysis - **Seller analytics** โ€” Automate review tracking for your Coupang storefront - **Investment research** โ€” Monitor product satisfaction trends for Coupang (NYSE: CPNG) ### Output example ```json [ { "productId": "6113370508", "productUrl": "https://www.coupang.com/vp/products/6113370508", "reviewId": "123456789", "rating": 5, "reviewTitle": "์ •๋ง ์ข‹์•„์š”", "reviewText": "๋ฐฐ์†ก๋„ ๋น ๋ฅด๊ณ  ํ’ˆ์งˆ๋„ ์ข‹์Šต๋‹ˆ๋‹ค. ๊ฐ€์„ฑ๋น„ ์ตœ๊ณ ์˜ˆ์š”. ์žฌ๊ตฌ๋งค ์˜์‚ฌ ์žˆ์Šต๋‹ˆ๋‹ค.", "reviewDate": "2026-05-10T00:00:00+09:00", "reviewerNickname": "cu**12", "isVerifiedPurchase": true, "helpfulVotes": 15, "optionInfo": "์ƒ‰์ƒ: ๋ธ”๋ž™", "photos": ["https://image11.coupangcdn.com/image/review/...jpg"], "totalReviewCount": 1523, "averageRating": 4.7, "ratingDistribution": {"5": 1234, "4": 200, "3": 50, "2": 20, "1": 19}, "photoReviewCount": 320 }, { "productId": "6113370508", "productUrl": "https://www.coupang.com/vp/products/6113370508", "reviewId": "987654321", "rating": 4, "reviewTitle": "๊ดœ์ฐฎ์Šต๋‹ˆ๋‹ค", "reviewText": "์ „์ฒด์ ์œผ๋กœ ๋งŒ์กฑํ•˜์ง€๋งŒ ํฌ์žฅ์ด ์ข€ ์•„์‰ฌ์› ์–ด์š”.", "reviewDate": "2026-05-08T00:00:00+09:00", "reviewerNickname": "sh**99", "isVerifiedPurchase": true, "helpfulVotes": 3, "optionInfo": "์ƒ‰์ƒ: ํ™”์ดํŠธ", "photos": [] } ] ```` > **Note:** Product statistics (`totalReviewCount`, `averageRating`, `ratingDistribution`, `photoReviewCount`) are included only in the **first review entry** per product when `includeProductStats` is enabled. ### Pricing This scraper uses the **pay-per-event** pricing model at **$3.00 per 1,000 results**. ๐Ÿ’ก Looking for product listings instead of reviews? Check out these Coupang product scrapers on [Apify Store](https://apify.com/store?q=coupang). ### Korea Data Suite by huggable\_quote ๐Ÿ‡ฐ๐Ÿ‡ท The most comprehensive Korean data collection on Apify: ๐Ÿ“ [Naver Map Scraper](https://apify.com/huggable_quote/naver-map-scraper) โ€” Business listings & reviews from Naver Map ๐Ÿ“ [Naver Blog Scraper](https://apify.com/huggable_quote/naver-blog-cafe-scraper) โ€” Blog & cafe content from Naver ๐Ÿ›’ [Naver Shopping Scraper](https://apify.com/huggable_quote/naver-shopping-scraper) โ€” Product data & prices from Naver Shopping ๐Ÿ“ฐ Naver News Scraper โ€” News articles & headlines โญ **Coupang Reviews Scraper** โ€” You are here! ๐Ÿ“ˆ [KRX Stock Scraper](https://apify.com/huggable_quote/krx-stock-scraper) โ€” Korean stock market data ### Also check out ๐Ÿ—บ๏ธ [Kakao Map Scraper](https://apify.com/huggable_quote/kakao-map-scraper) โ€” Korean map & business data ๐Ÿฝ๏ธ [Tabelog Scraper](https://apify.com/huggable_quote/tabelog-scraper) โ€” Japanese restaurant reviews ๐Ÿจ [Agoda Reviews Scraper](https://apify.com/huggable_quote/agoda-reviews-scraper) โ€” Hotel reviews from Agoda *** ๐Ÿ“Š **Complete Korean E-commerce Analysis:** 1. Use [Naver Shopping Scraper](https://apify.com/huggable_quote/naver-shopping-scraper) to find products & compare prices 2. Use **Coupang Reviews Scraper** to analyze customer sentiment & feedback # Actor input Schema ## `productUrls` (type: `array`): Coupang product page URLs. Example: 'https://www.coupang.com/vp/products/6113370508?itemId=15434590382\&vendorItemId=3116434329' ## `productIds` (type: `array`): Coupang product IDs (numbers only). Example: '6113370508'. Use this if you already know the product ID. ## `maxReviewsPerProduct` (type: `integer`): Maximum number of reviews to extract per product. Set to 0 to extract all reviews. ## `sortBy` (type: `string`): Review sort order. Controls how reviews are ordered in the output. ## `filterRating` (type: `integer`): Filter reviews by star rating (1-5). Set to 0 to include all ratings. ## `photoReviewsOnly` (type: `boolean`): Extract only reviews that contain photos. ## `includeProductStats` (type: `boolean`): Include total review count, average rating, and rating distribution per product in the first review entry. ## `proxyConfiguration` (type: `object`): Apify Proxy or external proxy URLs. Residential proxies are recommended for large-scale scraping to avoid rate limiting. ## Actor input object example ```json { "productUrls": [ "https://www.coupang.com/vp/products/6113370508?itemId=15434590382&vendorItemId=3116434329" ], "maxReviewsPerProduct": 100, "sortBy": "RECENTLY_REGISTERED", "filterRating": 0, "photoReviewsOnly": false, "includeProductStats": true, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } } ``` # Actor output Schema ## `reviews` (type: `string`): Dataset containing individual product reviews with ratings, text, photos, verified purchase status, and product-level statistics. # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "productUrls": [ "https://www.coupang.com/vp/products/6113370508?itemId=15434590382&vendorItemId=3116434329" ], "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } }; // Run the Actor and wait for it to finish const run = await client.actor("huggable_quote/coupang-reviews-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`๐Ÿ’พ Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "productUrls": ["https://www.coupang.com/vp/products/6113370508?itemId=15434590382&vendorItemId=3116434329"], "proxyConfiguration": { "useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"], }, } # Run the Actor and wait for it to finish run = client.actor("huggable_quote/coupang-reviews-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("๐Ÿ’พ Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "productUrls": [ "https://www.coupang.com/vp/products/6113370508?itemId=15434590382&vendorItemId=3116434329" ], "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } }' | apify call huggable_quote/coupang-reviews-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=huggable_quote/coupang-reviews-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Coupang Reviews Scraper - Korean E-commerce Product Reviews", "description": "Scrape product reviews from Coupang, Korea's #1 e-commerce platform. Extract ratings, review text, photos, helpful votes, and verified purchase info. Ideal for sentiment analysis, competitor monitoring, and Korean market research. No API key needed.", "version": "1.0", "x-build-id": "ctbdArzRsV8OoF8ky" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/huggable_quote~coupang-reviews-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-huggable_quote-coupang-reviews-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/huggable_quote~coupang-reviews-scraper/runs": { "post": { "operationId": "runs-sync-huggable_quote-coupang-reviews-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/huggable_quote~coupang-reviews-scraper/run-sync": { "post": { "operationId": "run-sync-huggable_quote-coupang-reviews-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "productUrls": { "title": "Product URLs", "type": "array", "description": "Coupang product page URLs. Example: 'https://www.coupang.com/vp/products/6113370508?itemId=15434590382&vendorItemId=3116434329'", "items": { "type": "string" } }, "productIds": { "title": "Product IDs", "type": "array", "description": "Coupang product IDs (numbers only). Example: '6113370508'. Use this if you already know the product ID.", "items": { "type": "string" } }, "maxReviewsPerProduct": { "title": "Max reviews per product", "minimum": 0, "maximum": 10000, "type": "integer", "description": "Maximum number of reviews to extract per product. Set to 0 to extract all reviews.", "default": 100 }, "sortBy": { "title": "Sort reviews by", "enum": [ "RECENTLY_REGISTERED", "ORDER_SCORE_ASC", "ORDER_SCORE_DESC", "TOP_RANKING" ], "type": "string", "description": "Review sort order. Controls how reviews are ordered in the output.", "default": "RECENTLY_REGISTERED" }, "filterRating": { "title": "Filter by rating", "minimum": 0, "maximum": 5, "type": "integer", "description": "Filter reviews by star rating (1-5). Set to 0 to include all ratings.", "default": 0 }, "photoReviewsOnly": { "title": "Photo reviews only", "type": "boolean", "description": "Extract only reviews that contain photos.", "default": false }, "includeProductStats": { "title": "Include product review statistics", "type": "boolean", "description": "Include total review count, average rating, and rating distribution per product in the first review entry.", "default": true }, "proxyConfiguration": { "title": "Proxy configuration", "type": "object", "description": "Apify Proxy or external proxy URLs. Residential proxies are recommended for large-scale scraping to avoid rate limiting." } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```