YouTube sentiment analysis

Understand how YouTube viewers really feel

Find a channel to measure comment sentiment and reveal the feedback behind positive, neutral, and negative reactions.

Looking for a specific video instead? Search by video URL or ID

Know what your audience is telling you

Turn thousands of viewer reactions into a clear picture of what your audience values, questions, and wants next.

MrBeast

0 subs

Mark Rober83.5M subs
Marques Brownlee21.3M subs
Ryan Trahan24M subs
Dream34.8M subs
0
2.1%0.8%

From channel search to audience insight

Turn thousands of viewer reactions into a clear picture of what your audience values, questions, and wants next.

  1. 1
    @MrBeast
    • MrBeast519M subs
    • Mark Rober83.5M subs

    Find a channel

    Search by channel name or @handle and select the right creator.

  2. 2
    • 🔥🔥🔥😍 72%
    • Part 2 please!🤔 19%
    • How did you edit this?😕 9%

    Analyze the comments

    VIDIO groups viewer feedback into positive, neutral, and negative sentiment.

  3. 3
    • ✓
    • ✓
    • ✓

    Act on the signal

    Use recurring reactions to shape stronger videos and audience conversations.

Know what your audience is telling you

Clear sentiment breakdown

See the balance of positive, neutral, and negative reactions without reading every comment.

  • 🔥🔥🔥😍 72%
  • Part 2 please!🤔 19%
  • How did you edit this?😕 9%

Comment-level context

Move beyond a score and inspect the feedback behind audience sentiment.

  • 62%
  • 26%
  • 12%

Faster content research

Spot patterns across viewer conversations in minutes instead of hours.

Ideas backed by feedback

Use real audience reactions to prioritize topics, formats, and improvements.

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Built for creators

Turn comments into your next move

1

Validate a new format

Understand whether viewers welcome a new series, style, or direction.

2

Protect your brand

Catch negative themes early and respond before frustration grows.

3

Plan better videos

Discover what viewers praise and what they keep asking to see next.

Discover More4

More ways to use VIDIO, grouped by what you're making.

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FAQ4

Frequently asked questions

Yes. Free accounts get 10 messages a month. Opening a fresh channel or video page uses 1 message, and 1 credit once your messages run out. Pages served from a recently saved copy are free to revisit.

Yes, any public channel or video. You don't need to own it or connect it, so you can study competitors as easily as your own channel.

Each channel gets four scores from 0 to 100: view performance, audience engagement, publishing consistency and content reliability, plus a health score that sums them up. The headline numbers also show how they changed over the last 7 days.

Track it. Tracked channels and videos get daily snapshots, so you can see their growth history and weekly changes. The free plan tracks 1 channel and 5 videos; Pro 5 and 50, Business 20 and 500, and Studio 100 and 2,000.

Make your next upload your best one

Edit it, package it, schedule it and track it with VIDIO. Free to start.

$456,000 Squid Game In Real Life!

  1. Create
  2. Publish
    Click appeal 81
  3. Creator analytics
    views