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Coupang Review Scraper for CSV Export logo

Coupang Review Scraper for CSV Export

This Coupang review scraper imports a ready-made workflow for turning Coupang product review pages into a structured CSV. Add product URLs, run the UScraper local desktop app, and export reviewer, rating, date, option, review text, photo links, product prices, overall rating, and page status fields without building a scraper from scratch.

Output

CSV

Columns

16

Review pages

1-25

Blocks

8

Template

Free

Who this is for

Use cases for a Coupang review extractor

Marketplace analysts

Product quality research

Favorable to scraping

Export Coupang reviews for a product set, group comments by rating, and compare complaints against price, option, and photo-review signals.

E-commerce operators

Assortment checks

Favorable to scraping

Track customer language around variants, delivery expectations, and recurring product issues before changing catalog or supplier decisions.

Data teams

Review pipelines

Favorable to scraping

Start from an editable Coupang data extractor and feed CSV rows into translation, sentiment, deduplication, or BI workflows.

Use it with the Coupang Product List Scraper when you first need product URLs, then compare Korean marketplace coverage with the Gmarket Product List Scraper and Naver Shopping Smart Store Scraper. The full UScraper template library has sibling review and product scrapers for wider research.

Automation flow

How the Coupang review scraper runs

The workflow sets a 1920 by 1080 browser window, opens each Coupang product URL from the Navigate block, and waits up to 30 seconds for the page to finish loading. Replace the sample product URL with your own approved product URL list before running.

How to use

Scrape Coupang reviews to CSV

1

Download and import

Download the hosted JSON template and import it into UScraper.

2

Add product URLs

Open the Navigate block and replace the sample Coupang product URL with the products you are allowed to research.

3

Keep waits in place

Leave the page-load wait, injected collection step, short sleep, and hidden-row wait active so blocked or slow pages are easy to diagnose.

4

Confirm the export path

Structured Export writes coupang-review-scraper-cloud.csv in append mode. Change the save folder before client or category-specific runs.

5

Run and inspect

Start with one product URL, check real review rows or the diagnostic status row, then expand to a larger product batch once the CSV shape is right.


Output preview

What the Coupang review CSV contains

The export mirrors the Structured Export block. Columns use the source workflow names so your imported template, CSV headers, and documentation stay aligned.

상품_URL상품고객_아이디고객_평점리뷰_작성_시간구매상품리뷰_제목상세리뷰포토리뷰blocked_or_page_status
https://www.coupang.com/vp/products/8420658733Sample daily itembuyer****52026.05.182-pack optionFast deliveryArrived quickly and matched the option shown on the product page.https://image.example/review1.jpgreview_row_from_review_endpoint_page_1
https://www.coupang.com/vp/products/8420658733Sample daily itemuser****32026.05.11single optionAverage qualityUseful product, but the packaging was weaker than expected.review_row_from_review_endpoint_page_1
https://www.coupang.com/vp/products/8420658733Coupang returned Access Denied in this browser session. Real review rows were not accessible.blocked_or_access_denied
coupang-review-scraper-cloud.csv
CSV, UTF-8, append

Column

상품_URL

Canonical Coupang product URL from the current browser page.

Column

상품

Product name when visible on the page or inferred from option text.

Column

상품평_개수__개_

Visible product review count when Coupang exposes it.

Column

쿠팡판매가

Visible Coupang sale price cleaned for spreadsheet use.

Column

와우할인가

WOW discount price when present.

Column

전체_평점

Overall product rating found on the product page.

Column

고객_아이디

Reviewer nickname or customer identifier exposed in the review block.

Column

고객_평점

Rating parsed from star width, label, or review text.

Column

리뷰_작성_시간

Review date from the review row.

Column

구매상품

Purchased option or product variant text.

Column

리뷰_제목

Review headline when available.

Column

상세리뷰

Main review content, or a diagnostic message when blocked.

Column

포토리뷰

Photo review URLs joined with a pipe separator.

Column

blocked_or_page_status

Status such as review row source, no rows, or blocked access.

Headers are included; each product URL can append review rows or one diagnostic row.

Frequently asked questions

Coupang review pages may be publicly reachable, but automated collection can still be limited by Coupang terms, robots directives, privacy rules, consumer protection law, and local regulation. Keep runs modest, do not bypass access controls, avoid collecting unnecessary personal data, and get legal review before using review exports commercially.

Before you run

Practical limits and maintenance notes

Checks before scaling Coupang review exports

Access

Coupang may block automated browser sessions

The source bundle observed Access Denied during testing. Use modest batches, avoid aggressive retries, and treat verification pages as a reason to pause rather than force collection.

Layout drift

Review markup and endpoints can change

Empty exports, shifted text, missing ratings, or repeated diagnostic rows usually mean Coupang changed the page, the endpoint response, or the session state.

Compliance

Review Coupang rules before reuse

Check Coupang robots.txt, Coupang marketplace terms, privacy requirements, and the official Coupang Open API before collecting or republishing data.

Install the UScraper desktop app, import the free template, and use this workflow when you need to export Coupang reviews into a structured local CSV for approved product research.

Get Started

Download and use this template instantly

$50Free

What's Included

  • Template JSON file ready to import
  • Pre-configured scraping nodes
  • Works with UScraper desktop app

Open-source templates

UScraper templates are open source. Improve this workflow or contribute a new one to help the community grow.

Contribute on GitHub

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Frequently asked questions

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Available on Windows 10+ and macOS 12+ · Need help? [email protected]