YesStyle Scraper - K-Beauty, Fashion, Prices & Reviews

YesStyle Scraper: K-Beauty, Fashion & Lifestyle Products + Reviews

YesStyle Scraper turns the YesStyle store into structured product and review data. Search by keyword or paste product, brand, category or search links, and get each product's price, discount, rating, review count, stock status, images and category trail, plus the store's own customer reviews. Export to JSON, CSV or Excel, or read the results straight through the API. Incremental mode tracks what changed since your last run.

Why This Scraper?

• Two ways in. Run keywords through the store's own search, or paste product, brand, category and search links for a fixed catalogue.
• 75+ fields per product. Price in local currency and USD, original price, discount, rating to two decimals, review count, brand id, variant and variant family, bestseller rank, awards, sale status, every active promotion, origin country, plus where the row came from and its rank in those results.
• Full product pages. Every gallery image at full size, the complete product details (size, benefits, how to use), ingredients, the rating breakdown by star, bestseller ranks per category, brand profile and satisfaction score, bundle offers, catalog number, delivery estimate and the category trail with ids.
• Customer reviews attached. Each product can carry its reviews as a nested list: title, rating, text, date, reviewer, helpful-vote counts, review images with thumbnails and the exact variant reviewed, sorted and filtered the way you choose.
• Regional storefronts. The connection's exit country decides which YesStyle storefront and currency a run reads (US by default).
• Built for schedules. Incremental mode returns only new, changed, reappeared or expired products on later runs, with the changed fields named on each row.

Use Cases

• Price and discount monitoring: schedule a daily run over your brands or keywords and let incremental mode return only what changed.
• Review mining: pull ratings, review text, dates and helpful-vote counts for sentiment analysis or competitor research.
• Catalogue feeds: build a structured feed of a brand's or category's listings with full image galleries, ingredients, product details and category trails.
• Stock, ranking and launch tracking: watch availability, bestseller ranks and search positions, and catch new arrivals as they enter the results.

Data You Get

Sample shape: values are illustrative placeholders, not from a live record.

Field	Example
productId	"1000000001"
url	"https://www.yesstyle.com/en/sample-sheet-mask/info.html/pid.1000000001"
name	"Sample Hydrating Sheet Mask"
brand / brandId	"Sample Brand" / 300001
variant	"25ml"
price / currency	12.34 / "USD"
originalPrice / discountPercent	18.0 / 31
priceUsd	12.34
rating / reviewCount	4.82 / 1000
ratingBreakdown	{"5": 800, "4": 150, "3": 30, "2": 10, "1": 10}
bestsellerRank	2
promotions	["limitedDeal", "highDiscount"]
itemStatus	"FLASH SALE"
images	main shot plus every gallery image at full size (detail enrichment)
productDescription	"Full product description appears here when detail enrichment is on."
productDetails	size, benefits, types and how to use, as text (detail enrichment)
ingredients	"Water, Glycerin, Niacinamide, ..." (detail enrichment)
brandOrigin	"South Korea" (detail enrichment)
bestsellerRanks	[{"rank": 2, "category": "Face Masks", "categoryId": 15561}] (detail enrichment)
variantProductIds	ids of the other variants in the family
bundles	bundle offers that contain the product (detail enrichment)
categories	["Home", "Beauty", "Skin Care", "Face Masks"] (detail enrichment)
searchRank / sourceQuery	3 / "sheet mask"
reviews	nested review rows, each key prefixed review (review enrichment)

Every listing row also carries originalPriceDisplay, priceDisplay, discountAmountUsd, isNew, hasVideos, variantCount, awards, productPackLabel, badges, originCountry, imageUrl and sourceUrl. Detail enrichment adds imageCount, coverImageUrl, productDetailSections, size, howToUse, benefits, brandUrl, brandDescription, brandSatisfactionPercent, brandReviewCount, brandPositiveReviewCount, yesStylerCount, availability, availabilityText, isSellable, condition, selectedOption, dealClaimedPercent, saleEndDate, parentProductId, productInformation, importedFrom, catalogNumber, categoryId, categoryIds, categoryUrls, searchKeywords, shipsTo, freeShippingOffer, deliveryEstimate, purchaseNote and nonReturnable. Review enrichment adds reviewsSummary (total, satisfaction and per-star counts). Both enrichments are on by default. With Incremental mode on, every row also carries changeType (NEW, UPDATED, UNCHANGED, REAPPEARED or EXPIRED) and changedFields.

Output views and run summary

The dataset has four tabs: Overview (price, rating, stock and links per product), Detail (images, description, ingredients, categories and promotions), Reviews (the nested customer reviews) and Changes (incremental mode only: rows tagged NEW, UPDATED, REAPPEARED or EXPIRED, with changedFields and priceChanges). Every run also stores a small OUTPUT summary in the key-value store: mode, searches or links, products returned and scanned, details fetched, reviews attached, rejected requests, start and finish time, and in incremental mode the count per change type.

How to Use

1. Pick a mode: search (run keywords through the store's own search) or url (paste product, browse or search links).
2. Toggle Fetch product details and Fetch customer reviews for the enriched fields; both are on by default.
3. Set Max products to control run size and cost, then click Start.
4. Download the dataset as JSON, CSV or Excel, or read it through the API.

Search by keyword:

{
  "mode": "search",
  "queries": ["sheet mask"],
  "sortBy": "bestsellers",
  "maxItems": 50
}

Watch one brand's full catalogue:

{
  "mode": "url",
  "urls": ["https://www.yesstyle.com/en/anua/list.html/bpt.299_bid.325602"],
  "maxItems": 100,
  "fetchReviews": false
}

One product, all its reviews, newest first:

{
  "mode": "url",
  "urls": ["https://www.yesstyle.com/en/aplb-glutathione-niacinamide-sheet-mask-25ml/info.html/pid.1124536886"],
  "reviewSort": "newest",
  "maxReviewsPerProduct": 0
}

Daily change monitoring:

{
  "mode": "search",
  "queries": ["sheet mask"],
  "incrementalMode": true,
  "stateKey": "my-monitor",
  "maxItems": 100
}

Run it from your code

Python:

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("abotapi/yesstyle-com-scraper").call(run_input={
    "mode": "search", "queries": ["sheet mask"], "maxItems": 50,
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["productId"], item["name"], item.get("price"), item.get("currency"))

JavaScript:

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: '<YOUR_APIFY_TOKEN>' });
const run = await client.actor('abotapi/yesstyle-com-scraper').call({
    mode: 'search', queries: ['sheet mask'], maxItems: 50,
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items.map((i) => [i.productId, i.name, i.price]));

How maxItems shapes a scheduled run

Max products (maxItems, default 20) caps the whole run (0 or a value above 100000 means 100000). Max pages (maxPages) caps each keyword or listing separately; leave it empty to walk up to the built-in limit of 1000 pages. Reviews are read only for products actually returned, and Max reviews per product (default 20, 0 = all, up to 1000 per product) caps each product's list.

Resume and recurring updates

• Resume (resumeFromRunId) continues one interrupted run: paste its run or dataset id and the actor skips every product already collected there, so you don't pay twice.
• Incremental mode (incrementalMode) is for scheduled runs over the same input. Each product is classified NEW, UPDATED (with changedFields), UNCHANGED (suppressed and not billed unless emitUnchanged is on), REAPPEARED, or EXPIRED (only after a complete scan, and only with emitExpired on). stateKey names or shares the stored state. Change detection tracks product-level fields (price, rating, review count, availability and so on), so a product with a new review comes back as UPDATED without re-sending every historical review. Excluded from the comparison because they move without the product changing: scrape time, USD figures, bestseller ranks, deal-claimed percent, YesStyler count, brand statistics, shipping offer, delivery estimate, search keywords, review summary and search rank. Individual reviews are never compared; a new review shows up through the rating and review count. List more fields in ignoreFieldsForChanges (a dotted path such as bundles.bundlePrice ignores one key inside list items). Set changeScope to priceAndStock to mark a product UPDATED only when price, original price, discount, currency, availability, item status or the sellable flag move. With compactUpdates on, UPDATED and EXPIRED rows are slim (ids, link, name, current price and availability, priceChanges and variantChanges, which is always an empty list because YesStyle lists every variant as its own product); they carry no reviews or detail data, so no review or detail-enrichment charge applies to them, and NEW rows stay complete. expireAfterMissedScans (default 1) waits for that many complete scans in a row before a product is marked EXPIRED; EXPIRED means the product is no longer in the results, not that it is unavailable. A scan that starts past page 1 of a pasted link, hits Max products or is resumed is never treated as complete, and EXPIRED rows never exceed Max products.

URL mode

Paste YesStyle links; each is routed by its own shape and keeps its own sort (sb), page (pn) and filters. A link starting on page 2 or later is a partial scope. Localized paths such as /zh-CN/ are read as the English storefront. Anything else gets a per-link warning in the log.

Shape	Example
Product detail	https://www.yesstyle.com/en/aplb-glutathione-niacinamide-sheet-mask-25ml/info.html/pid.1124536886
Product detail, slug-less	https://www.yesstyle.com/en/info.html/pid.1124536886
Keyword search	https://www.yesstyle.com/en/list.html?q=sheet+mask
Search, paginated and sorted	https://www.yesstyle.com/en/list.html?q=sheet+mask&bpt=48&sb=141&pn=2
Search, localized path	https://www.yesstyle.com/zh-CN/list.html?q=serum
Category browse	https://www.yesstyle.com/en/beauty-sheet-masks/list.html/bcc.15554_bpt.46
Category browse, paginated and sorted	https://www.yesstyle.com/en/beauty-sheet-masks/list.html/bcc.15554_bpt.46?pn=2&sb=158
Brand browse	https://www.yesstyle.com/en/anua/list.html/bpt.299_bid.325602

Behaviour change: in URL mode with the links field left untouched, the run now scrapes one example of each of these 8 shapes (previously nothing). Set maxItems to cap the run. The two product-detail examples point at the same product, so together they return one product row.

Send results into your apps (MCP connectors)

Optionally pipe the scraped results into the apps you already use, via Model Context Protocol (MCP) connectors. This is an extra delivery step after the scrape: the Apify dataset is never changed.

What gets written to the connector: a condensed, human-readable summary of each record, not the full JSON. Each item becomes one entry with a title and its key fields flattened to plain text. The complete record always stays in the Apify dataset.

1. Authorize a connector once under Apify → Settings → Integrations (Notion, Linear, Airtable, or Apify).
2. Select it in the "Pipe results into your apps" input field. (If the picker is empty, you haven't authorized a connector yet.)
3. For Notion, also set notionParentPageUrl to the page where items should be created.

The connection is mediated by Apify's MCP proxy, so this actor never sees your third-party credentials. Leave the field empty to skip. maxNotifyListings caps how many products are sent per run (default 50).

Input Parameters

Parameter	Type	Default	Description
mode	string	search	search (keywords) or url (pasted links, routed by their own shape).
queries	array	(none; prefilled with ["sheet mask"] in the Console)	Keywords for search mode.
sortBy	string	bestsellers	Search mode only: bestsellers, new_arrivals, price_low_high, price_high_low, best_value, availability or discount_high_low. Pasted links keep their own sort.
urls	array	one example of each of the 8 shapes below (prefilled)	Product, brand, category or search links for URL mode.
featured	array	(none)	Both modes: keep only products in the store's featured collections (for example Vegan, Cruelty-free, Clearance, Flash Sales); several picks must all match.
minPrice	string	(none)	Both modes: keep only products priced at or above this value.
maxPrice	string	(none)	Both modes: keep only products priced at or below this value.
inStockOnly	boolean	false	Both modes: keep only products the store marks in stock (needs product details).
fetchDetails	boolean	true	Read each product's own page for the description, images, variant, stock wording and categories.
fetchReviews	boolean	true	Attach the product's customer reviews as a nested list, billed per review.
reviewSort	string	relevant	relevant, newest, highest or helpful.
reviewFilter	string	all	all, five_star to one_star, positive, negative, photo or video.
maxReviewsPerProduct	integer	20	Stop after this many reviews per product (0 = all, capped at 1000 per product; larger values are also capped at 1000).
maxItems	integer	20	Product cap for the whole run (0 or above 100000 = 100000).
maxPages	integer	(none)	Page cap per keyword or listing (empty or 0 = up to the built-in limit of 1000 pages).
resumeFromRunId	string	(none)	Continue one interrupted run; products it already collected are skipped.
incrementalMode	boolean	false	Return only new and changed products on scheduled runs.
stateKey	string	(none)	Name or share an incremental-mode state.
emitUnchanged	boolean	false	Also return (and bill) unchanged products.
emitExpired	boolean	false	Also return (and bill) products that disappeared after a complete scan.
changeScope	string	all	priceAndStock marks UPDATED on price and availability moves only.
compactUpdates	boolean	false	Slim UPDATED and EXPIRED rows with priceChanges (variantChanges is always empty).
expireAfterMissedScans	integer	1	Complete scans in a row a product must be missing before EXPIRED.
ignoreFieldsForChanges	array	(none)	Field names that alone should not mark a product UPDATED.
proxy	object	Apify Proxy, Residential, US (prefilled)	Connection settings; the exit country decides the regional storefront and currency.
mcpConnectors	array	(none)	Optional: send a summary of each record to apps you authorized under Integrations.
notionParentPageUrl	string	(none)	Notion connector only: page under which records are created.
maxNotifyListings	integer	50	Cap on products written to each connector per run.

Output Example

Sample shape: values are illustrative placeholders, not from a live record.

{
  "productId": "1000000001",
  "url": "https://www.yesstyle.com/en/sample-sheet-mask/info.html/pid.1000000001",
  "name": "Sample Hydrating Sheet Mask",
  "brand": "Sample Brand",
  "brandId": 300001,
  "variant": "25ml",
  "price": 12.34,
  "currency": "USD",
  "priceDisplay": "US$ 12.34",
  "originalPrice": 18.0,
  "originalPriceDisplay": "US$ 18.00",
  "discountPercent": 31,
  "priceUsd": 12.34,
  "discountAmountUsd": 5.66,
  "rating": 4.82,
  "reviewCount": 1000,
  "ratingBreakdown": {"5": 800, "4": 150, "3": 30, "2": 10, "1": 10},
  "itemStatus": "FLASH SALE",
  "promotions": ["limitedDeal", "highDiscount"],
  "bestsellerRank": 2,
  "bestsellerRanks": [{"rank": 2, "category": "Face Masks", "categoryId": 10002}],
  "variantProductIds": ["1000000002", "1000000003"],
  "variantCount": 3,
  "originCountry": "KR",
  "images": [
    "https://d1flfk77wl2xk4.cloudfront.net/Assets/00/000/l_p0000000000.jpg",
    "https://d1flfk77wl2xk4.cloudfront.net/Assets/GalleryImage/00/000/L_g0000000001.jpg"
  ],
  "imageCount": 2,
  "productDescription": "Full product description appears here when detail enrichment is on.",
  "size": "25ml",
  "howToUse": "Apply to cleansed skin and remove after 15 minutes.",
  "ingredients": "Water, Glycerin, Niacinamide",
  "brandOrigin": "South Korea",
  "brandSatisfactionPercent": 98.5,
  "availability": "InStock",
  "dealClaimedPercent": 60,
  "saleEndDate": "2026-01-01T00:00:00Z",
  "categories": ["Home", "Beauty", "Skin Care", "Face Masks"],
  "categoryIds": [10000, 10001, 10002],
  "bundles": [{"bundleProductId": "1000000009", "bundleTitle": "Sample Sheet Mask Bundle Set", "bundlePrice": 49.0}],
  "importedFrom": "South Korea",
  "deliveryEstimate": "6 - 8 business days",
  "searchRank": 3,
  "sourceQuery": "sheet mask",
  "scrapedAt": "2026-01-01T00:00:00Z",
  "reviewsSummary": {"totalReviews": 1000, "satisfactionPercent": "98%", "ratingBreakdown": {"5": 800, "4": 150, "3": 30, "2": 10, "1": 10}},
  "reviews": [
    {
      "reviewId": 10000001,
      "reviewTitle": "Excellent for hydrating",
      "reviewRating": 5,
      "reviewText": "Review text appears here.",
      "reviewDate": "January 1, 2026",
      "reviewerName": "Jane Doe",
      "reviewHelpfulVotes": 10,
      "reviewTotalVotes": 12,
      "reviewImages": [],
      "reviewImageThumbnails": [],
      "reviewProductId": "1000000001"
    }
  ]
}

Plan Requirement

The prefilled connection (Apify Proxy, Residential, US) is the default and is what the store was read with in most testing. Datacenter connections read most pages of this store, but some datacenter exits get a refusal page; the request is then retried on a fresh exit. Residential (the prefill) reads more cleanly, so keep it unless you need to save cost. Change the proxy country to read another regional storefront and its currency. When the selected group is refused, the run falls over to Apify datacenter, then to a backup connection.

On an Apify free plan, which does not include residential proxies, the log prints:

The selected connection is unavailable to this run. Apify free plans do not include residential proxies. Continuing on a backup connection; some pages may still be unavailable. For residential access, upgrade at https://apify.com/pricing or supply your own proxy URLs.

When the backup connection then serves data, the log notes "Served over the backup connection (the default connection was unavailable)". The backup keeps the storefront you selected but can be less reliable.

FAQ

How much does it cost?

You pay per product returned, plus detail enrichment per product whose page was read and review enrichment per review attached. Turning both enrichments off gives the cheapest run. The Pricing tab shows the current rates. Use Max products and Max reviews per product to cap the cost of any run.

Is it legal to scrape YesStyle?

This actor collects only publicly available store data, without logging in. You are responsible for how you use it: follow YesStyle's terms and the laws that apply to you, including privacy law for reviewer names, and get legal advice if you plan commercial redistribution. Product photos and review text may be subject to third-party rights.

Can I get only new or changed products on a schedule?

Yes. Schedule the actor from the Schedules tab and turn on Incremental mode. The first run records a baseline; later runs return only new, updated and reappeared products (and expired ones after a complete scan, if you turn on Emit expired products). Unchanged products are not billed.

Why did a run return fewer products than the store shows?

Max products, Max pages, the price bounds and In stock only all narrow results. The store also reorders results between visits, so two runs of the same keyword can differ slightly near the cut-off.

Why did my run fail instead of returning an empty dataset?

If every listing page is refused, the run stops with a clear message instead of finishing with zero items, so "no products" is never confused with "nothing could be read". The message is one of:

• "Could not load any results page (the requests failed), so nothing was collected. This is a connection problem, not an empty search. Please try again later."
• "No results: residential proxies are unavailable on this run (Apify free plans do not include them), and the backup connection could not load the requested YesStyle pages. Upgrade at https://apify.com/pricing or supply your own proxy URLs, then try again."
• "The proxy connection was refused for this account, so no page could be read. Your Apify plan does not include proxy access; a paid plan is required: https://apify.com/pricing. If you entered your own proxy URLs, check that their credentials are valid."

A genuinely empty search finishes normally with no items.

Can I use it with AI agents or MCP?

Yes. Call it from any Apify integration or MCP client, and use the connector field to push results into Notion, Linear or Airtable.

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