# KREAM Korea Scraper | Sneakers, Fashion & Price History (`abotapi/kream-scraper`) Actor

Scrape KREAM (kream.co.kr) sneaker and fashion resale data by keyword search, filters, sorts, or product URLs. Extract 34+ fields, including lowest ask, highest bid, market price, premium, retail price, style code, sizes, and optional price history.

- **URL**: https://apify.com/abotapi/kream-scraper.md
- **Developed by:** [Abot API](https://apify.com/abotapi) (community)
- **Categories:** E-commerce, Automation, Developer tools
- **Stats:** 8 total users, 2 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.20 / 1,000 product results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.
Actors are written with capital "A".

## 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.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## KREAM Scraper — Sneaker & Fashion Resale Prices

Scrape **KREAM (kream.co.kr)**, Korea's #1 sneaker and fashion resale marketplace, for live resale prices and product data. Search by keyword with full sorts and filters, or paste product URLs. Returns **45+ fields per product** — lowest ask, highest bid, market price, last sale, premium, sales count, retail price, style code, release date, colorway, every size, wish/review counts and the full image set — **without** needing a separate detail fetch.

### Why this scraper

| | This actor | Typical KREAM scrapers |
|---|---|---|
| Fields per product | **45+** | ~8 (listing) / ~14 with detail |
| Market data (ask/bid/premium/sales) | ✅ on every item | ❌ |
| Style code, release date, retail, sizes | ✅ in base listing | detail-only (extra charge) |
| Sort options | **11** | up to 9 |
| Filters | quick delivery, below retail, sold-out, category, gender | up to 3 |
| Modes | keyword search + product URLs | search only |
| Engine | HTTP API (fast, cheap) | headless browser (slow, 4 GB) |
| Detail enrichment | $0.0008/item | up to $0.005/item |

The base listing already includes the data most scrapers charge a detail fetch for, so you get more for the per-result price.

### Input

| Field | Description |
|---|---|
| `mode` | `search` (keyword) or `url` (paste KREAM URLs). |
| `keywords` | Search terms, e.g. `["nike dunk", "jordan 1"]` (search mode). |
| `sort` | `popularity`, `lowest_ask`, `highest_bid`, `wish`, `style_tags` (most reviewed), `date_released`, `discount_rate`, `premium_high`, `premium_low`, `male_popularity`, `female_popularity`. |
| `quickDelivery` | Only products with KREAM Quick Delivery (express) stock. |
| `belowRetail` | Only products whose lowest ask is below brand retail. |
| `excludeSoldOut` | Drop products with no live ask. |
| `category` | Optional KREAM category slug (e.g. `sneakers`). |
| `gender` | `men`, `women`, `kids` or any. |
| `urls` | KREAM product URLs (`/products/<id>`) or search URLs (URL mode). |
| `fetchDetails` | Add price history (5 spans), per-size ask/bid, and recent sales/asks/bids. |
| `maxItems` | **The cap.** Stop after this many products (default 20; 0 = unlimited). |
| `maxPages` | Page-walk safety bound. Leave empty (0) for no page limit — the run stops at **Max items**, not here. |
| `proxy` | Apify Residential recommended. |
| `mcpConnectors` | Optionally pipe results into Notion / Linear / Airtable / Apify via MCP. Never changes the dataset. |

### Output (per product)

`productId`, `url`, `productName`, `productNameKo`, `brand`, `brandId`, `category`, `categoryName`, `styleCode`, `colorway`, `gender`, `releaseDate`, `retailPrice`, `retailPriceFormatted`, `currency`, `imageUrl`, `imageUrls`, `lowestAsk`, `highestBid`, `marketPrice`, `lastSalePrice`, `totalSales`, `changeValue`, `changePercentage`, `premium`, `premiumPercentage`, `hasImmediateDelivery`, `wishCount`, `reviewCount`, `haveCount`, `isActive`, `isTradable`, `sizes`, `sizeOptions`.

With `fetchDetails`: `priceHistory` (1m/3m/6m/1y/all series), `inventoryBySize` (per-size lowest ask / highest bid), `recentSales`, `recentAsks`, `recentBids`.

Prices are in **KRW**.

### Connection & reliability

KREAM gates its API by request headers, not by IP geography — so **any residential country works** (no Korea pin needed). Use **Apify Residential** for the best success rate.

> ⚠️ **Datacenter / free-tier:** these connections are more likely to be refused, lowering the success rate and possibly returning zero items. Switch the Proxy setting to Apify Residential if you see repeated refusals.

### Pricing (pay-per-event)

| Event | Price |
|---|---|
| Actor start | $0.08 |
| Product result | $0.003 |
| Detail enrichment (only when `fetchDetails` is on) | $0.0008 |

### Notes

- Korean product names are kept in `productNameKo`; the romanised/English name is `productName`.
- This is an unofficial scraper; respect KREAM's terms and applicable law.

# Actor input Schema

## `mode` (type: `string`):

How to start the scrape. 'search' runs KREAM keyword searches with the sorts and filters below. 'url' processes the KREAM URLs you paste (product URLs are fetched as full detail; search URLs are paged; filter fields below are ignored in URL mode).

## `keywords` (type: `array`):

One or more keywords to search KREAM for (e.g. 'nike dunk', 'jordan 1', 'stussy'). Each keyword is scraped independently.

## `sort` (type: `string`):

Order KREAM returns results in.

## `quickDelivery` (type: `boolean`):

Only return products with KREAM Quick Delivery (express) inventory available.

## `belowRetail` (type: `boolean`):

Only return products whose lowest ask is below the brand's retail (original) price.

## `excludeSoldOut` (type: `boolean`):

Drop products with no live lowest ask (nothing currently buyable).

## `category` (type: `string`):

Optional KREAM category slug to narrow results (e.g. 'sneakers'). Leave empty for all categories.

## `gender` (type: `string`):

Optional gender filter.

## `urls` (type: `array`):

Paste KREAM product URLs (https://kream.co.kr/products/<id>) or search URLs (https://kream.co.kr/search?keyword=...). Product URLs return full detail; search URLs page forward automatically.

## `fetchDetails` (type: `boolean`):

Visit each product's detail endpoint to add price history and per-size ask/bid inventory. Slower and adds a small per-item charge. Most fields (style code, release date, retail, sizes, market prices) are already included without this.

## `maxItems` (type: `integer`):

The single cap on this run: stop after collecting this many products (across all keywords/URLs). Set 0 for unlimited.

## `maxPages` (type: `integer`):

Safety bound on how many result pages to walk per keyword. Leave empty (0) for no page limit — the run stops at Max items, not here. Does not impose a separate cap below Max items.

## `proxy` (type: `object`):

Use Apify Residential proxy for reliable results. A country pin is optional.

## `mcpConnectors` (type: `array`):

Optionally send results into the apps you already use, via Model Context Protocol (MCP) connectors. Authorize one under Apify → Settings → API & Integrations, then select it here. Notion gets a rich page-per-item export; other connectors get a best-effort write/digest. Leave empty to skip; never changes the dataset output. Supported: Notion (https://mcp.notion.com/mcp), Linear (https://mcp.linear.app/sse), Airtable (https://mcp.airtable.com/mcp), Apify (https://mcp.apify.com).

## `notionParentPageUrl` (type: `string`):

URL (or id) of the Notion page under which item pages are created. Required to enable the Notion export; ignored by other connectors.

## `maxNotifyListings` (type: `integer`):

Cap on items written to each connector per run. Does not affect the dataset.

## Actor input object example

```json
{
  "mode": "search",
  "keywords": [
    "nike"
  ],
  "sort": "popularity",
  "quickDelivery": false,
  "belowRetail": false,
  "excludeSoldOut": false,
  "gender": "",
  "urls": [
    "https://kream.co.kr/products/23879"
  ],
  "fetchDetails": false,
  "maxItems": 20,
  "maxPages": 0,
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  },
  "maxNotifyListings": 50
}
```

# Actor output Schema

## `overview` (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 = {
    "mode": "search",
    "keywords": [
        "nike"
    ],
    "urls": [
        "https://kream.co.kr/products/23879"
    ],
    "maxItems": 20,
    "proxy": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("abotapi/kream-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 = {
    "mode": "search",
    "keywords": ["nike"],
    "urls": ["https://kream.co.kr/products/23879"],
    "maxItems": 20,
    "proxy": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
    },
}

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

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

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

```

## CLI example

```bash
echo '{
  "mode": "search",
  "keywords": [
    "nike"
  ],
  "urls": [
    "https://kream.co.kr/products/23879"
  ],
  "maxItems": 20,
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}' |
apify call abotapi/kream-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=abotapi/kream-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/acts/xb9yaUWSxK993aaa6/builds/Sh9euFVgoowYyTKM0/openapi.json