# Coupang Reviews Scraper (`piotrv1001/coupang-reviews-scraper`) Actor

The Coupang Reviews Scraper extracts product rating summaries and every review — stars, text, date, variant bought, verified purchase, survey answers, photos, videosand helpful votes — plus optional seller Q\&A, from product URLs or IDs; ideal for product research and sentiment monitoring.

- **URL**: https://apify.com/piotrv1001/coupang-reviews-scraper.md
- **Developed by:** [FalconScrape](https://apify.com/piotrv1001) (community)
- **Categories:** E-commerce
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 1 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.00 / 1,000 reviews

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/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

### 🚀 Coupang Reviews Scraper

Every review on a Coupang product page, as clean JSON. The **Coupang Reviews Scraper** takes product URLs or IDs and returns the rating summary with the 1 to 5 star histogram, then every review: stars, title, text, date, the exact variant bought, verified-purchase marker, reviewer badge, survey answers such as fit or performance, photos, videos and helpful votes. Turn on questions and answers to get the product's Q\&A with seller replies too. Built for product research, sentiment analysis, quality monitoring and competitor tracking on Korea's largest marketplace.

Pairs with the [Coupang Listings Scraper](https://apify.com/piotrv1001/coupang-listings-scraper) and the [Coupang Product Details Scraper](https://apify.com/piotrv1001/coupang-product-details-scraper): find products there, pull their reviews here.

### ✨ Features

- ⭐ **Rating summary**: rating count, average and the per-star histogram for each product.
- 📝 **Every review**: rating, title, text, date, variant bought, reviewer name (as shown on Coupang), verified-purchase flag, reviewer badges such as TOP 1000, survey answers (usage purpose, weight, performance…), photo and video attachments, helpful and unhelpful votes, comment count.
- ❓ **Questions and answers** (optional): each question with the seller's answers, dates and whether the answer was AI-generated.
- 🔀 **Sort order**: Coupang's "best" order (most helpful first) or newest first.
- 🎯 **Caps that behave**: `maxReviewsPerProduct` stops each product at the count you set; the summary always comes back.
- 💸 **Pay per row**: a small price per product summary, per review and per Q\&A. Withdrawn or unknown products are free.

### 🛠️ How It Works

1. **Paste product URLs or IDs** – e.g. `https://www.coupang.com/vp/products/9355511908` or `9355511908`.
2. **Choose the depth** – Set `maxReviewsPerProduct`, pick the sort order, turn on **Include questions and answers** if you need the Q\&A.
3. **Run the scraper** – Get one summary row per product, one row per review and, optionally, one row per question.

### 💰 Pricing

| Event               |  Price | What you get                                                            |
| ------------------- | -----: | ----------------------------------------------------------------------- |
| Product summary     | $0.005 | Rating count, average and star histogram, once per product              |
| Review              | $0.001 | One review with text, variant, photos, survey answers and helpful votes |
| Question and answer | $0.001 | One question with its seller answers, only when **Include Q\&A** is on   |

A product with 300 reviews costs $0.305. Products that no longer exist are not charged.

### 📥 Input

| Field                  | Type    | Description                                                         |
| ---------------------- | ------- | ------------------------------------------------------------------- |
| `productUrls`          | array   | Coupang product URLs (`www.coupang.com/vp/products/…`) or bare IDs. |
| `maxReviewsPerProduct` | integer | Reviews per product. Default `100`.                                 |
| `sortBy`               | string  | `best` (most helpful, default) or `newest`.                         |
| `includeInquiries`     | boolean | Also return questions and answers. Default `false`.                 |

### 📊 Sample Output Data

Summary row followed by review rows and, optionally, inquiry rows (`type` is `product`, `review` or `inquiry`):

```json
[
    {
        "type": "product",
        "productId": "9355511908",
        "url": "https://www.coupang.com/vp/products/9355511908",
        "title": "베이직스 2024 베이직북 16 인텔 N95 UHD - 노트북",
        "ratingCount": 35,
        "ratingAverage": 4.5,
        "reviewTotalCount": 35,
        "ratingHistogram": {
            "1": 2,
            "2": 1,
            "3": 1,
            "4": 2,
            "5": 29
        },
        "status": "ok",
        "scrapedAt": "2026-09-15T10:48:59.282Z"
    },
    {
        "type": "review",
        "productId": "9355511908",
        "reviewId": 884068541,
        "vendorItemId": 94756679505,
        "itemId": 27796547419,
        "rating": 5,
        "title": "큰 화면에 가성비 좋은 노트북",
        "content": "제품명\n베이직스 베이직북 16 White N시리즈 16GB RAM / 512GB SSD / WIN11 Home 16.1인치\n한줄요약\n큰 화면에 가성비 좋은 노트북\n본문 리뷰\n화면이 넓은 노트북이 필요해서 여러 제품을 …",
        "reviewAt": "2026-04-26T14:53:51.000Z",
        "itemName": "베이직스 2026 베이직북 16 인텔 UHD + 마이크로소프트 패키지, White, BB1624FW-S, 512GB, 16GB, WIN11 Home",
        "reviewerName": "찐내돈",
        "verifiedPurchase": true,
        "reviewerBadges": [],
        "surveyAnswers": {
            "사용 목적": "사무용",
            "무게": "적당해요",
            "성능": "기대이상뛰어나요"
        },
        "images": [
            "https://thumbnail.coupangcdn.com/thumbnails/local/q-1/image2/PRODUCTREVIEW/202604/26/2186633936573603836/95b95d6f-906b-44db-8b58-50c1292d0790.jpg"
        ],
        "videos": [],
        "helpfulCount": 2,
        "helpfulTrueCount": 2,
        "helpfulFalseCount": 0,
        "commentCount": 0,
        "url": "https://www.coupang.com/vp/products/9355511908",
        "scrapedAt": "2026-09-15T10:48:59.282Z"
    },
    {
        "type": "inquiry",
        "productId": "9643918040",
        "inquiryId": 160558513,
        "vendorItemId": 95849222427,
        "question": "베틀그라운드 같은 게임도 돌아갈까요?",
        "askedAt": "2026-09-10T10:20:04+09:00",
        "askedBy": null,
        "answers": [
            {
                "content": "안녕하세요. RAM 12GB, SSD 512GB가 장착된 제품으로 상세페이지 내 안내드리고 있습니다. 이용하시고자하는 프로그램의 필요사양정보 확인 후 이용을 권장 드리는 점 참고  …",
                "answeredBy": "[COUPANG]",
                "answeredAt": "2026-09-10T11:40:12+09:00",
                "byAi": false
            }
        ],
        "url": "https://www.coupang.com/vp/products/9643918040",
        "scrapedAt": "2026-09-15T10:48:33.685Z"
    }
]
```

Unknown or withdrawn products come back as `{ "type": "product", "productId": "…", "status": "not_found" }` and are not charged.

### 🔗 Use cases

- **Product research**: Read what buyers of a variant actually say, with the survey answers Coupang collects at review time.
- **Sentiment and quality monitoring**: Re-run on your SKUs with `newest` to catch rating drops and recurring complaints early.
- **Competitor tracking**: Compare star histograms, review volume and photo share across rival products.
- **Customer questions**: Mine the Q\&A for the questions your listing should answer up front.

Know what Coupang buyers think — run the **Coupang Reviews Scraper** today! 🚀

# Actor input Schema

## `productUrls` (type: `array`):

Coupang product pages (www.coupang.com/vp/products/…) or bare product IDs.

## `maxReviewsPerProduct` (type: `integer`):

Stop after this many reviews for each product. The rating summary is always returned.

## `sortBy` (type: `string`):

Coupang's "best" order (most helpful first) or newest first.

## `includeInquiries` (type: `boolean`):

Also return the product's Q\&A (questions with seller answers) as separate rows.

## Actor input object example

```json
{
  "productUrls": [
    "https://www.coupang.com/vp/products/9355511908",
    "https://www.coupang.com/vp/products/9643918040"
  ],
  "maxReviewsPerProduct": 100,
  "sortBy": "best",
  "includeInquiries": false
}
```

# Actor output Schema

## `products` (type: `string`):

No description

# 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 '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "productUrls": [
        "https://www.coupang.com/vp/products/9355511908",
        "https://www.coupang.com/vp/products/9643918040"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("piotrv1001/coupang-reviews-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 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);
});

// 📚 Want to learn more 📖? Go to → 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 '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "productUrls": [
        "https://www.coupang.com/vp/products/9355511908",
        "https://www.coupang.com/vp/products/9643918040",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("piotrv1001/coupang-reviews-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "productUrls": [
    "https://www.coupang.com/vp/products/9355511908",
    "https://www.coupang.com/vp/products/9643918040"
  ]
}' |
apify call piotrv1001/coupang-reviews-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,piotrv1001/coupang-reviews-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/mYW4qarh59GW9q46b/builds/UVnuaZ871eavN50Cl/openapi.json