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AI-powered YouTube comment analysis. Get summaries, categories, sentiment, and reply drafts in seconds. Stop drowning in YouTube comments. comment_scanner reads the comments on any YouTube video and uses AI to tell you what actually matters. HOW IT WORKS 1. Navigate to any YouTube video 2. Click the comment_scanner icon 3. Hit "Scan Comments" 4. Get an instant AI-powered breakdown of your comments FREE FEATURES • AI Summary — A clear, one-paragraph summary of what your audience is saying • Top Themes — The 3 most discussed topics across all comments • Comment Count — Total comments scanned • Sentiment Snapshot — Are your viewers positive, mixed, or negative? • 3 free scans per day PRO FEATURES ($12/month) • Unlimited scans — No daily limits • Deep Scan — Analyze up to 500 comments per video (including replies) • Smart Categories — Every comment sorted into Questions, Feedback, Complaints, Collab Requests, Praise, or Spam • Priority Comments — The top 10 comments you should respond to first • AI Reply Drafts — One-click AI-generated replies tone-matched to your style • Sentiment Dashboard — Visual positive/negative/neutral breakdown • Toxic Comment Detector — Flags hateful or abusive comments • Fan Spotter — Identifies your most loyal repeat commenters • Export — Download analysis as CSV or copy as formatted text • Scan History — Access your last 30 days of scans BUILT FOR CREATORS comment_scanner is designed for YouTube creators with growing channels (10K–500K subscribers) who get too many comments to read manually but care about audience engagement. It's also great for social media managers and brand accounts. PRIVACY & SECURITY • We only access YouTube pages you explicitly scan — nothing else • Comments are processed in real-time and not permanently stored • All data is transmitted over HTTPS • No browsing history, passwords, or personal messages are collected • Full privacy policy: [YOUR_PRIVACY_POLICY_URL] PERMISSIONS EXPLAINED • activeTab & tabs — To read the YouTube page you're currently viewing • storage — To save your scan count and preferences locally • scripting — To extract comment data from the YouTube page • identity — For optional Google sign-in (Pro features) • Host permission (youtube.com) — To access YouTube video pages only
Feb 16, 2026
rating_count is the Chrome Web Store ratings count, not a written-review count.
Media assets
Screenshots and videos on the listing.
Has promo video
Whether the listing includes at least one video.
Languages
Declared language locales.
Developer website
Listing exposes a developer website URL.
Contact email
Listing exposes a contact email.
Keyword in name
Case-insensitive substring match in the name.
Keyword in description
Case-insensitive substring match in the description.
Keyword occurrences in description
Count of case-insensitive occurrences in the description.
Category user-count percentile
Share of same-category extensions with fewer users (null if unknown).
These are transparent listing completeness / keyword signals, not a prediction of Chrome Web Store search ranking.