tapdot / CommentIQ
YouTube Comment Intelligence

Understand what your
audience really thinks.

CommentIQ analyzes YouTube comments with on-device AI — sentiment breakdown, topic extraction, questions, content ideas, and trends. All private. No servers. No tracking.

Powered by Gemini Nano. Everything runs locally in your browser.

What is Gemini Nano?
Gemini Nano is Google's smallest AI model, built directly into Chrome (v127+). Unlike cloud AI, it runs entirely on your device — no internet connection needed, nothing sent to Google or anyone else. It's the same technology that powers on-device features in Pixel phones. CommentIQ uses it to analyse comments without ever touching a server.
CommentIQ showing an audience sentiment breakdown
100% on-device AI Powered by Gemini Nano No backend servers No analytics or tracking No account needed

Uncover audience insights instantly

Everything you need to understand your audience — powered by local AI, zero data leaving your browser.

See it in action

Five powerful views. All powered by on-device Gemini Nano.

How it stacks up

CommentIQ is the only comment analysis tool that runs entirely on your device — no account, no cloud, no tradeoff.

CommentIQ TubeBuddy VidIQ Manual scroll
AI comment analysis ✓ On-device Partial Partial
Data stays on your device ✓ Always ✗ Cloud ✗ Cloud
No account required
Sentiment breakdown ✓ Full Basic Basic
Topic extraction
Questions & content ideas
Free tier Freemium Freemium

Privacy by design

CommentIQ has no backend, no servers, no analytics, and no tracking. Comments are fetched once, analysed locally using Chrome's Gemini Nano, and never sent anywhere. Your YouTube data stays on your device — always.

100% local No servers No tracking Your data, your device No account needed

Available now on the Chrome Web Store

CommentIQ is free to install. Open any YouTube video, click the extension, and your comment analysis starts immediately — no account, no data leaving your device.

Add to Chrome — it's free

Questions or feedback? Get in touch

Requires Chrome 127+ · On-device AI features enabled · Works on most modern desktops and laptops