Comment Finder

Comment Finder

Comment Finder is an AI-powered, web-based tool that helps you discover, search, and analyze comments across YouTube and high-value online forums. With Boolean operators, timestamp and sentiment filte

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Comment Finder screenshot

What is Comment Finder?

Comment Finder is a web-based search and analysis tool for YouTube comments and forum discussions. It uses AI to help you find relevant comments, threads, and conversations across these platforms without manually scrolling through thousands of posts. The tool is designed for marketers looking to identify link-building opportunities, content creators researching audience reactions, product teams gathering feedback, and community managers monitoring discussions. You can filter results by sentiment, date range, and use Boolean operators to refine searches. Results can be exported as CSV for further analysis or outreach.

Key Features

Boolean search operators

combine multiple search terms with AND, OR, NOT logic to find specific comment patterns

Sentiment filtering

identify positive, negative, or neutral comments to understand audience reaction

Timestamp filtering

narrow results to comments posted within specific date ranges

Bulk video search

scan multiple YouTube videos in one search rather than checking them individually

CSV export

download results for use in spreadsheets or outreach databases

AI-powered relevance ranking

prioritise the most useful comments based on your search criteria

Pros & Cons

Advantages

  • Saves time by automating the discovery of relevant comments across multiple sources
  • Boolean search and filtering options give you precise control over what you're looking for
  • Freemium model means you can test the tool without upfront cost
  • Direct CSV export makes it easy to use results in your existing workflows

Limitations

  • Limited to YouTube and forums; doesn't cover other social platforms like Twitter, Reddit, or Instagram
  • Reliance on AI relevance ranking may sometimes miss useful comments or include irrelevant ones
  • Specifics on free tier limits and paid features are not clearly detailed on the website

Use Cases

Finding link-building opportunities by searching for people asking questions or discussing topics related to your niche

Gathering product feedback and feature requests from comments discussing competitor products

Identifying brand mentions and monitoring audience sentiment towards your content or products

Researching audience problem and interests to inform content creation strategy

Locating potential interview subjects or community contributors in forum discussions