Sentiment analysis
72%
28%
Monitor Wizard collects media data from diverse channels such as news and social media in real time based on each client's criteria and helps teams surface what matters quickly.
Using the collected data, AI or specialist analysts select key articles and classify them systematically by topic, issue, media outlet, and other criteria. From clipping that gathers only the articles you need to real-time alerts on major issues, the platform supports the core workflows required for monitoring in one place.
Beyond a simple article list, the dashboard provides a wide range of statistical views including article-volume changes, the share of major issues, and outlet-level exposure. This makes it easier to understand current media issues and public-opinion trends more quickly and intuitively.
Monitor Wizard collects keyword-based data from more than 3,000 news outlets including Naver and Daum, as well as searchable major social-media channels such as blogs, cafés, communities, YouTube, and Instagram.
Through a proven system, it supports either real-time crawling or scheduled crawling up to five times a day depending on client needs, and it also supports stable historical-data collection for trend analysis.
Collected raw data is first cleaned through excluded keywords, excluded URLs, and deduplication, then stored in the database in a form optimized for analysis.
Stored data then goes through a second refinement stage in which AI interprets context and tags each item for positive/negative sentiment, mention importance, and core topics, so the final dataset is managed in a state ready for insight generation.
Data collection
Initial filtering
DB storage
AI tagging
Final data
72%
28%
The dashboard presents collected raw data through intuitive visualizations so teams can quickly understand both quantitative and qualitative analysis at a glance. Quantitative indicators such as daily buzz volume and channel share are shown alongside qualitative insight such as positive/negative opinion trends and major keyword trends derived from AI sentiment analysis.
This helps teams move beyond raw scale and identify the key information needed for business decisions quickly and accurately.
Real-time alerts collect data continuously on the critical issues you define, such as specific topics or negative issues, and use AI analysis to notify you immediately.
Alerts can be sent not only by email but also through mobile channels such as MMS, Kakao notifications, and Telegram, so teams can recognize issues quickly from anywhere.
MMS
Delivers images and content together by text message
Kakao notification
Notification messages sent through KakaoTalk
Telegram
Message delivery to Telegram channels or groups
MMS
Delivers images and content together by text message
Kakao notification
Notification messages sent through KakaoTalk
Telegram
Message delivery to Telegram channels or groups
Daily Clipping is a tailored service that curates key content from major news and social media and delivers it at the time you want every morning.
Clients can choose between AI Clipping, where AI automatically selects major articles from large-scale data, and Expert Clipping, where a specialist familiar with the industry directly reviews and summarizes issues.
If needed, clients can also use only the solution itself, allowing the service to be configured flexibly in the way that best matches their needs.
AI Social Clipping
Semiconductor News Clipping
2026-04-22
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