Comment Scope: YouTube AI Analyzer & Scraper

Analyze YouTube comments & transcripts with AI. Get deep insights, sentiment, and personas plus a powerful scraper & CSV exporter.

As of June 2026, Comment Scope: YouTube AI Analyzer & Scraper has 17 users and a 5.00/5 rating from 1 reviews in the Workflow & Planning category.

Usersup 88.9 percent+88.9%
17
17
Ratingno change0%
5.00
1 reviews
Reviewsno change0%
1
Version
1.0
Manifest V3

History

8 snapshots

Tracking since Apr 1, 2026.

17.64138.36Apr 1, 2026Jun 3, 2026
View as table
DateUsersRatingReviewsVersion
Apr 1, 202695.0011.0
Apr 16, 2026115.0011.0
Apr 24, 2026165.0011.0
May 1, 2026145.0011.0
May 7, 2026135.0011.0
May 18, 2026115.0011.0
May 24, 2026135.0011.0
Jun 3, 2026145.0011.0
Now175.0011.0

Permissions & access

Permissions
activeTabstoragetabs
Host access
https://www.googleapis.com/*, https://generativelanguage.googleapis.com/*, https://api.groq.com/*

Screenshots

Comment Scope: YouTube AI Analyzer & Scraper screenshot 1Comment Scope: YouTube AI Analyzer & Scraper screenshot 2Comment Scope: YouTube AI Analyzer & Scraper screenshot 3Comment Scope: YouTube AI Analyzer & Scraper screenshot 4

About

Unlock Deep Audience Intelligence with AI. Stop guessing and start growing with Comment Scope.
Comment Scope is a professional-grade audience research toolkit for YouTube. It uses advanced AI (Gemini 1.5 Flash & LLaMA 3.1) to transform thousands of chaotic comments and hours of video transcripts into clear, actionable growth strategies in seconds.
Whether you are a Creator, Researcher, or Brand, Comment Scope gives you a 360-degree view of audience sentiment, hidden themes, and content opportunities that other tools miss.

🚀 WHY COMMENT SCOPE IS DIFFERENT
Most comment analyzers only look at the text in the comment section. Comment Scope uses Dual-Intelligence Technology: it reads the video's Transcript and Description alongside the Comment Section. This ensures every summary is 100% factual and every insight is rooted in what was actually said in the video.

🔥 KEY FEATURES:

1. AI-Powered Audience Summary Get a deep, factual 3-sentence breakdown of the video's core message and how the audience is reacting. No more reading through thousands of comments to get the "vibe."
2. Deep Sentiment Analysis View the emotional pulse of your community with precise percentage breakdowns (Positive, Neutral, Negative). Perfect for tracking brand health and audience satisfaction.
3. Audience Persona Detection Our AI identifies key viewer segments (e.g., "The Skeptic," "The Super Fan," "The Tech Enthusiast") based on their feedback style, helping you understand exactly who is watching.
4. Creator Strategy Suite Act on data-driven advice. Comment Scope provides:

• CTR Analysis: A critique of how well your title matches the actual content.
• Algorithm Boosters: Technical tips to improve discoverability.
• Content Gaps: What your audience wanted to hear but was missing.
• Viral Ideas: AI-suggested concepts for your next follow-up video.

5. Pro Comment Scraper & CSV Export Need the raw data? Deep-scrape up to 2,000 comments instantly. Use the built-in search filter to find specific keywords and export everything to a clean CSV for Excel or Google Sheets.

6. Automatic FAQ Extraction Instantly see the top 5 questions your audience is asking. Use these to create your next Q&A, pin helpful comments, or improve your video descriptions.

🛠️ HOW TO GET STARTED:
1. Install Comment Scope and pin it to your browser toolbar.
2. Open any YouTube video.
3. Click the icon and hit Analyze (AI) for insights or Scrape & Search to export data.
4. First Time Setup: Follow our easy 2-minute guide in the Settings (⚙️) menu to add your free API keys (Groq, Gemini, or YouTube).

🔒 PRIVACY & TRANSPARENCY:

• Bring Your Own Key: Comment Scope is 100% free to use. By using your own API keys, your data remains private and is never stored on our servers.
• Local Storage: Your analysis history and settings stay on your device.
• No Tracking: We do not track your browsing history or collect personal data.
Transform your YouTube comment section into a goldmine of audience data. Install Comment Scope today!

Support & Feedback:
Found a bug or have a feature request? Use the built-in Feedback button inside the extension to reach us directly!

Technical

Version
1.0
Manifest
V3
Size
32.54KiB
Min Chrome
88
Languages
1
Featured
No

Metadata

ID
eibebaajfdhicihapmbhcfjahhhpbfkb
Developer ID
u23fa24772dd48427f171c0387cc84ba7
Developer Email
[email protected]
Created
Feb 20, 2026
Last Updated (Store)
Feb 20, 2026
Last Scraped
Jun 3, 2026
Website
Support URL

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