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CommentGem - AI YouTube Comment Analyzer, Sentiment & Summarizer

commentgem.com
ExtensionCommunication6 users
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Overview

AI YouTube comment analyzer & summarizer. Sentiment analysis, smart filters, keyword extraction & Gemini AI chat.

CommentGem is an AI-powered YouTube comment analyzer and summarizer. Instead of scrolling through comment sections, get an instant sentiment breakdown, find the comments that actually matter, and summarize any video's discussion in one click. CommentGem pulls comments from any YouTube video and shows you what viewers really think — what they're asking, what they're laughing about, which timestamps they keep returning to, and the overall mood of the conversation. Ask follow-up questions in plain English with AI Chat, powered by Google's Gemini. Features: Sentiment Analysis — Positive, negative, and neutral breakdowns with visual charts Comment Summarizer — AI-generated summary of the comment section Smart Sorting — Surface funny replies, top questions, key timestamps, and hidden gems automatically Search and Filter — Find comments by keyword, sentiment, or topic AI Chat with Gemini — Ask anything about the comments and get answers grounded in the actual discussion One-Click Share — Generate clean shareable links for any comment or analysis Export — Download reports as CSV, JSON, or plain text Themes — Dark and light modes to match your style Who it's for: Creators reading honest feedback without scrolling through every reply Marketers tracking how audiences respond to campaigns and launches Researchers and journalists analyzing public reaction at scale Anyone who wants the gist of a video's discussion in seconds Pricing: CommentGem is free to start. You get 3 analyses, then add your own free YouTube API key for unlimited use. No account, no signup, no credit card required. Pro ($4.99/month) is optional. It bundles a Gemini API key and unlocks unlimited AI Chat and report downloads. Everything else stays free. CommentGem respects your privacy. We collect only anonymous usage analytics, never your browsing data, and you can disable analytics anytime in settings. Full policy: https://commentgem.com/privacy Website: https://commentgem.com

Details

  • Version
    1.2.1
  • Updated
    June 4, 2026
  • Size
    142KiB
  • Languages
    English
  • Developer
    Website
    Email
    vinvincode@gmail.com
  • Non-trader
    This developer has not identified itself as a trader. For consumers in the European Union, please note that consumer rights do not apply to contracts between you and this developer.

Privacy

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CommentGem - AI YouTube Comment Analyzer, Sentiment & Summarizer has disclosed the following information regarding the collection and usage of your data. More detailed information can be found in the developer's privacy policy.

CommentGem - AI YouTube Comment Analyzer, Sentiment & Summarizer handles the following:

Authentication information
Website content

This developer declares that your data is

  • Not being sold to third parties, outside of the approved use cases
  • Not being used or transferred for purposes that are unrelated to the item's core functionality
  • Not being used or transferred to determine creditworthiness or for lending purposes
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