Kream Product Search Scraper

Search and scrape product data from Kream — Korea's leading sneaker and fashion resale marketplace.

Extract product listings with price, brand, size availability, wish/review counts, and release info. Supports 9 sort options, common search filters, and detail page scraping for comprehensive product data.

Features

• Keyword Search — Search up to 10 keywords per run
• Sort Options — 9 sort modes including popularity, lowest ask, discount rate, and more
• Common Filters — Quick delivery, below retail price, exclude sold out
• Detail Scraping — Optionally visit each product page for model number, sizes, release info
• Anti-Detection — Residential proxy support with realistic browser fingerprinting
• Structured Output — Export to JSON, CSV, or Excel

Input

Field	Type	Default	Description
keywords	string[]	required	Search terms (max 10 per run)
sort	enum	popularity	Sort order for results
quickDelivery	boolean	false	Show only quick delivery items
belowRetail	boolean	false	Show only items below retail price
excludeSoldOut	boolean	false	Hide sold out items
maxResults	integer	50	Max products per keyword (1-500)
scrapeDetails	boolean	false	Visit detail pages for extra data
proxy	object	Apify RESIDENTIAL	Proxy configuration
requestHandlerTimeoutSecs	integer	300	Timeout per keyword (60-600s)

Sort Options

Value	Description
popularity	Most popular (default)
lowest_ask	Lowest ask price first
highest_bid	Highest bid price first
wish	Most wishlisted
style_tags	Most reviewed
date_released	Latest release date
discount_rate	Highest discount rate
premium_high	Highest premium over retail
premium_low	Lowest premium over retail

Example Input

{
    "keywords": ["Nike Dunk Low", "New Balance 530"],
    "sort": "popularity",
    "quickDelivery": false,
    "belowRetail": false,
    "excludeSoldOut": true,
    "maxResults": 50,
    "scrapeDetails": true
}

Output

Each product is stored as one row in the dataset.

Basic Fields (from search listing)

Field	Type	Description
productId	string	Kream product ID
productName	string	Product name (Korean)
brand	string	Brand name
price	integer | null	Current lowest ask price (KRW)
imageUrl	string | null	Product image URL
productUrl	string	Kream product page URL
wishCount	integer | null	Number of wishes
reviewCount	integer | null	Number of reviews

Detail Fields (when scrapeDetails: true)

Field	Type	Description
productNameEn	string | null	Product name (English)
modelNumber	string | null	Model/style number
releaseDate	string | null	Release date
releasePrice	integer | null	Original retail price (KRW)
sizes	array | null	Available sizes with prices
priceHistory	array | null	Recent price history

Example Output

{
    "productId": "28029",
    "productName": "나이키 덩크 로우 레트로 블랙",
    "productNameEn": "Nike Dunk Low Retro Black",
    "brand": "Nike",
    "price": 90000,
    "releasePrice": 129000,
    "modelNumber": "DD1391-100",
    "releaseDate": "2021-01-14",
    "imageUrl": "https://kream-phinf.pstatic.net/.../product.png",
    "productUrl": "https://kream.co.kr/products/28029",
    "wishCount": 108000,
    "reviewCount": 15000,
    "sizes": [
        { "size": "250", "price": null },
        { "size": "260", "price": null },
        { "size": "270", "price": null }
    ],
    "priceHistory": null
}

Usage Tips

• Fast runs: Set scrapeDetails: false and low maxResults for quick listing data
• Comprehensive data: Enable scrapeDetails: true to get model numbers, sizes, and release info (slower)
• Price monitoring: Use sort: "lowest_ask" with excludeSoldOut: true to find the best deals
• Discount hunting: Combine sort: "discount_rate" with belowRetail: true
• Proxy: Residential proxy is recommended for reliable results. Kream may block datacenter IPs

Pricing

This Actor uses Pay Per Event pricing. You only pay for what you use.

Event	Price	Description
actor-start	$0.01	Charged once per Actor run
product-listed	$0.003	Charged per product extracted from search results
product-detail-scraped	$0.005	Charged per product detail page visited (only when scrapeDetails: true)

Cost Examples

Scenario	Settings	Estimated Cost
Quick search (50 products)	maxResults=50, scrapeDetails=false	~$0.16
Detailed search (50 products)	maxResults=50, scrapeDetails=true	~$0.41
Bulk search (500 products)	maxResults=500, scrapeDetails=false	~$1.51
Bulk detailed (500 products)	maxResults=500, scrapeDetails=true	~$4.01
Multi-keyword (3 x 100)	3 keywords, maxResults=100	~$0.91

Cost Per 1,000 Products

Mode	Cost
Listing only	~$3
Listing + Detail pages	~$8

You can set a maximum cost limit when starting a run to control your budget. The Actor will stop gracefully when the limit is reached.

Performance

• ~20-30 seconds per keyword (listing only)
• ~60-120 seconds per keyword (with detail scraping, depends on maxResults)
• Proxy usage: ~1-5 MB per keyword depending on scroll depth

Technical Details

• Built with TypeScript, Puppeteer, and the Apify SDK
• Uses URL-based search navigation (no form interaction)
• Infinite scroll handling with IntersectionObserver sentinel detection
• Automatic retry on empty results (up to 2 retries per keyword)
• Graceful partial extraction on timeout or error

Limitations

• Kream's DOM structure may change without notice, which can affect extraction accuracy
• Some products may have limited detail data depending on Kream's server-driven UI
• Rate limiting may apply with high-volume requests even with residential proxies