Coupang Reviews Scraper

What does Coupang Reviews Scraper do?

Coupang Reviews Scraper extracts user reviews from any product on Coupang, Korea's largest online marketplace. Give it a product page URL (or just the product ID) and it returns clean, structured JSON for every review — star rating, title, text, photos and videos, the buyer survey (height, size fit, color accuracy), helpful votes, verified-buyer status and reviewer badges — plus a per-product summary with the full rating distribution and survey breakdown.

It is a fast, no-code API alternative for pulling Coupang review data at scale. Because it talks to Coupang's own review endpoint over plain HTTP (no headless browser), it is quick and cheap to run — ideal for product research, sentiment analysis, review monitoring, sizing/fit insights for fashion, and competitor research.

Why use Coupang Reviews Scraper?

• URL or ID input — paste a full product URL (https://www.coupang.com/vp/products/7917472694) or just the ID (7917472694).
• 30+ fields per review — rating, title, text, photos, videos (with duration and size), helpful votes (split into yes/no), replies, purchased option, and more.
• Buyer survey — the height, size-fit (정사이즈/작아요/커요) and color-accuracy answers real buyers leave on Coupang. Perfect for fashion & footwear sizing analysis, and something most review scrapers ignore entirely.
• Trust & credibility signals — verified purchaser (실구매), reviewer rank (e.g. TOP10), reviewer badges (real-name reviewer), and tester-program (체험단) flag — everything you need to weigh review authenticity.
• Per-product summary on every row — rating distribution with percentages, a satisfaction line, and the survey breakdown, all matching what Coupang shows on the page.
• Filters that match the site — sort by 베스트순 / 최신순, filter by star rating, search reviews by keyword, or keep only reviews with photos/videos.
• Efficient — pure HTTP, no browser, so runs are fast and low-cost.

	This actor	Typical review scrapers
Buyer survey (size / color fit)	✅	❌
Verified-buyer + reviewer badges + tester flag	✅	Rarely
Rating distribution & survey summary per product	✅	Rarely
Photos and videos (with duration/size)	✅	Partial
Keyword & photo/video filters	✅	Sometimes
Pure HTTP (no browser)	✅	Often browser-based

What data can you extract?

Each item is one review. Every review also carries a product_summary object (described below).

Field	Type	Description
product_id	number	Coupang product ID
product_url	link	Product detail page URL
review_id	number	Review ID
rating	number	Star rating (1–5)
title	text	Review title (often empty)
content	text	Review text (empty for star-only reviews)
review_date	date	Date the review was written
item_name	text	Exact purchased option (e.g. color, size)
writer_name	text	Reviewer display name
is_real_buyer	boolean	Verified Coupang purchaser (쿠팡 실구매)
helpful_count	number	Total helpful votes
helpful_true_count	number	"Helpful" votes
helpful_false_count	number	"Not helpful" votes
comment_count	number	Replies to the review
images	array	Review photo URLs (full size)
image_thumbnails	array	Review photo thumbnail URLs
videos	array	Review videos (url, thumbnail, duration, width, height)
has_image	boolean	Whether the review has a photo
has_video	boolean	Whether the review has a video
survey	object	Buyer survey answers (height, size fit, color accuracy …)
reviewer_rank	text	Reviewer rank (e.g. TOP10), when present
reviewer_badges	array	Reviewer badges (e.g. 실명리뷰어 real-name reviewer)
is_adventurer	boolean	Tester-program (체험단) review
writer_email	text	Reviewer email, already masked by Coupang
vendor_name	text	Seller name
created_at	date	Review creation date
item_id	text	Item ID of the purchased option
vendor_item_id	text	Vendor item ID
item_image	image	Purchased option image
product_summary	object	Per-product summary (see Output)

The product_summary object holds: total_count, rating_average, satisfaction_text (e.g. 400명 이상 만족했어요), rating_distribution (1–5 stars with counts and %), total_image_count, total_video_count, survey_summary (each survey question broken down by answer, in the same order Coupang shows), and survey_highlight (the top answer per question).

How to scrape Coupang reviews

1. Open the product you want on Coupang and copy the page URL, e.g. https://www.coupang.com/vp/products/7917472694.
2. Paste one or more product URLs into Coupang product URLs or IDs, one per line. A bare product ID works too.
3. Optionally set Max reviews per product, Sort by, Star rating, Keyword, or Photos/videos only.
4. Click Start and watch reviews stream in, one clean record each.
5. Download the results as JSON, CSV, or Excel when the run finishes.

How much does it cost?

You only pay for content reviews — reviews that actually have text, a photo, or a video. Plain star-only reviews (very common on Coupang) are delivered too, but free of charge. Because the actor uses plain HTTP instead of a headless browser, it consumes very little compute, keeping runs fast and cheap. New Apify accounts include free monthly usage credits to try it out.

Input

Configure the run from the Input tab (or via the API). Fields:

• Coupang product URLs or IDs (productUrls) — product page URLs or product IDs, one per line. Required.
• Max reviews per product (maxReviews) — cap per product; set 0 for all reviews. Default 100.
• Sort by (sortBy) — 베스트순 (Most helpful) or 최신순 (Newest).
• Star rating (rating) — keep only one star rating (Coupang allows a single rating at a time).
• Keyword search (keyword) — only reviews whose text contains the keyword (Korean works best).
• Photos/videos only (mediaOnly) — keep only reviews with a photo or video.

Output

Each item is one review, with the product-level product_summary attached. Example (real data, some fields shortened):

{
  "product_id": 7917472694,
  "product_url": "https://www.coupang.com/vp/products/7917472694",
  "review_id": 867103258,
  "rating": 5,
  "title": "그레힙~~~",
  "content": "그레힙은 믿고입습니다\n냉가이너로 봄, 여름, 가을 편하게 입기좋아요 ...",
  "review_date": "2026-03-28",
  "item_name": "그레힙 여성 골프 티셔츠 이너 기능성 쿨링 자외선차단 이너웨어, M, 화이트, M",
  "writer_name": "에스프레소",
  "is_real_buyer": true,
  "helpful_count": 12,
  "helpful_true_count": 10,
  "helpful_false_count": 2,
  "comment_count": 0,
  "images": ["https://thumbnail.coupangcdn.com/thumbnails/local/q-1/image2/PRODUCTREVIEW/.../c46ed9a4....jpg"],
  "image_thumbnails": ["https://thumbnail.coupangcdn.com/thumbnails/local/320/image2/PRODUCTREVIEW/.../c46ed9a4....jpg"],
  "videos": [],                       // e.g. [{ "url": "...m3u8", "thumbnail": "...jpg", "duration": "0:08", "width": 480, "height": 396 }]
  "has_image": true,
  "has_video": false,
  "survey": { "키": "162", "색상": "화면과 같아요", "사이즈": "정사이즈예요" },
  "reviewer_rank": "",                // e.g. "TOP10" — empty for most reviewers
  "reviewer_badges": [],             // e.g. [{ "reviewerBadgeType": "REAL_NAME_REVIEWER", "badgeTitle": "실명리뷰어" }]
  "is_adventurer": false,
  "writer_email": "amp*****@naver.com",   // masked by Coupang
  "vendor_name": "디앤비 (D&B)",
  "created_at": "2026-03-28",
  "item_id": "21741896777",
  "vendor_item_id": "88791004100",
  "item_image": "https://thumbnail.coupangcdn.com/thumbnails/remote/640x640/image/vendor_inventory/....jpg",
  "product_summary": {
    "total_count": 503,
    "rating_average": 4.5,
    "satisfaction_text": "400명 이상 만족했어요",
    "rating_distribution": [
      { "rating": 5, "count": 347, "percentage": "71%" },
      { "rating": 4, "count": 91, "percentage": "18%" },
      { "rating": 3, "count": 34, "percentage": "6%" },
      { "rating": 2, "count": 10, "percentage": "1%" },
      { "rating": 1, "count": 21, "percentage": "4%" }
    ],
    "total_image_count": 5,
    "total_video_count": 0,
    "survey_summary": {
      "사이즈": {
        "생각보다 작아요": { "count": 12, "percentage": "14%" },
        "정사이즈예요": { "count": 66, "percentage": "80%" },
        "생각보다 커요": { "count": 5, "percentage": "6%" }
      },
      "색상": {
        "화면과 비슷해요": { "count": 20, "percentage": "27%" },
        "화면과 같아요": { "count": 52, "percentage": "70%" },
        "화면과 달라요": { "count": 2, "percentage": "3%" }
      }
    },
    "survey_highlight": { "사이즈": "정사이즈예요 80%", "색상": "화면과 같아요 70%" }
  }
}

Tips

• Filters are one at a time — if you set a Keyword, it takes priority (star rating and photos/videos-only are ignored); otherwise Photos/videos only takes priority over Star rating. This mirrors how Coupang's own review UI works.
• Star rating is single-select — Coupang lets you filter by one rating at a time (e.g. only 5-star), so this actor does the same. To combine ratings, run the product once per rating.
• Many reviews are star-only — a large share of Coupang reviews have no text, photo, or video (Koreans often just tap a rating). They are still returned, and they are free — you only pay for content reviews.
• The buyer survey varies by product — clothing and shoes usually have 사이즈 (size fit) and 색상 (color accuracy); other categories may have none.
• Masked contact data — writer_name and writer_email are already masked by Coupang (e.g. amp*****@naver.com); they cannot be used to contact anyone.
• Schedule runs or integrate with your stack via the Apify API, scheduler, and integrations.

FAQ and support

Is scraping Coupang reviews legal? This actor collects only publicly available review data that Coupang displays on each product page. Reviewer names and emails are already masked by Coupang. You are responsible for how you use the data — comply with Coupang's terms, applicable laws, and GDPR/PIPA where relevant, and do not use the data to identify, contact, or profile individuals.

Which language are the reviews in? Coupang is a Korean marketplace, so review text, survey answers, and badges are in Korean.

How many reviews can I get per product? Set Max reviews per product to 0 for everything. Coupang exposes up to a few thousand reviews per product through its review pages.

Something's wrong or missing a field? Open an issue on the actor's Issues tab and we'll take a look.