CommentExport quick exporter

Export public TikTok, YouTube, and Instagram comments to CSV with basic analytics

Problem

Content researchers and community managers must scroll through comment sections line by line, copy them into spreadsheets, and switch between platforms—very time-consuming. Someone on V2EX built Comment Viewer for exactly this, showing the need is real.

Solution

Paste a public video link to automatically fetch public comments, replies, and nested threads. Supports keyword filtering, author filtering, sentiment analysis, and high-frequency word stats, with one-click CSV/Excel export and no login required.

Users

Content researchers, social media managers, market researchers, and small MCN agencies.

MVP

Paste link to fetch public comments; filter by keyword/author; high-frequency words and simple sentiment distribution; export to CSV/Excel; no login required

Revenue

Free basic export with row limits; subscription for bulk export, multi-platform merging, and sentiment analysis; pay-per-export option.

Why now

Short-video comments are a key user feedback source, but platform-native analytics are weak, and third-party tools are often gray-area or expensive. A lightweight tool focused on compliant public data export can launch fast for a solo developer.