⚠️Install with caution. This skill has very few installs. Always review the source and verify it on clawhub.ai before installing. Community-built skills run with agent permissions — only install ones you trust.

🌍 Translation & Language

Korean Scraperv1.0.0

Name: Korean Scraper
Author: mupengi-bot

korean-scraper

mupengi-bot

Korean website specialized scraper with anti-bot protection (Naver, Coupang, Daum, Instagram)

latest

Download Package View on ClawHub

Installs (all time)

Installs (current)

Downloads

548

Stars

CreatedFeb 16, 2026

UpdatedApr 16, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install mupengi-bot/korean-scraper

Skill Package8 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B60/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation7/35

· 1 installs (minimal)
· 548 downloads (moderate demand)

Documentation20/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness8/15

· skillAssets present (7 files)

💡

Usage Guide

Generated Mar 1, 2026

International businesses targeting Korean marketKorean market researchersE-commerce competitors monitoringintermediate

💡 Application Scenarios

Korean Market Research for E-commerceE-commerce

E-commerce companies can use this scraper to monitor competitor pricing and product reviews on Coupang, Korea's largest e-commerce platform. This enables dynamic pricing strategies and product positioning based on real-time market data from Korean consumers.

Korean Social Media Trend AnalysisDigital Marketing

Marketing agencies can scrape Naver blogs and cafes to identify trending topics, popular influencers, and consumer sentiment in the Korean market. This helps in creating targeted marketing campaigns and understanding niche community discussions.

Korean News Monitoring for Financial ServicesFinance

Financial institutions can extract structured data from Naver and Daum news to monitor market-moving events, regulatory changes, and economic indicators specific to South Korea. This supports investment decisions and risk assessment in Korean markets.

Korean Content Localization ResearchLocalization

Global companies entering the Korean market can scrape blog content and news articles to understand local preferences, cultural nuances, and language usage patterns. This informs content localization strategies and product adaptation for Korean consumers.

Korean Academic Research Data CollectionAcademic Research

Researchers studying Korean society, media, or consumer behavior can systematically collect data from multiple Korean websites while maintaining ethical scraping practices. The structured JSON output facilitates quantitative analysis of Korean online content.

💼 Business Models

Korean Market Intelligence SaaSMonthly subscriptions ($500-$5,000/month based on data volume)

Offer a subscription-based service providing structured data feeds from Korean websites to international businesses. Clients receive regular reports on pricing, trends, and consumer sentiment from Naver, Coupang, and Daum through automated scraping pipelines.

Korean Competitor Monitoring AgencyProject-based contracts ($2,000-$20,000 per project)

Provide customized scraping services to help businesses monitor Korean competitors' pricing, product launches, and marketing strategies. The anti-bot features ensure reliable data collection while rate limiting maintains compliance with Korean website policies.

Korean Data Feed APIAPI usage fees ($0.10-$1.00 per 1000 requests)

Develop a REST API that exposes scraped Korean website data to developers and businesses. Charge based on API calls and data volume, with endpoints for blog content, product information, and news articles from major Korean platforms.

💬 Integration Tip

Use the OpenClaw Agent integration example to embed scraping commands within automated workflows, ensuring proper workdir paths and JSON parsing of stdout results.