What It Does
Comment Analyze is a focused utility for understanding audience reaction from YouTube comments. The public homepage presents a simple input flow: paste a YouTube link and run the analysis.
Live
Comment Analyze
A YouTube comment sentiment dashboard that starts from a single video URL and helps users inspect audience reaction through a lightweight analysis flow.
Why It Matters For LaunchForge
This product shows a different LaunchForge capability from mobile apps and education tools. It demonstrates how we turn a narrow insight problem into a lightweight web utility with a direct task-focused interface.
What The Live Site Already Shows
The verified public page is titled YouTube Comment Sentiment Dashboard, uses the Korean heading 유튜브 링크만 넣고 댓글들의 반응을 한눈에 확인하세요, and centers the experience around a YouTube URL input and analysis action.
Evidence From The Live Product
This capture comes from the public site and shows the focused entry flow users see before analysis starts.
Focused analysis entry point
The public screen is intentionally narrow: paste a YouTube link, start analysis, and move straight to audience reaction insight. That keeps the tool easy to understand and strengthens its product clarity.
Read The Deeper LaunchForge Context
Comment Analyze is strongest when it is explained as a focused utility design decision, not just a tool link. The case study and journal entry explain why the public first screen stays narrow and why that matters.