Your audience already told you what to make next. TubeSignal finds it.
✓ Works on any public video, including your competitors'. No YouTube login required.
Free plan. 3 full reports, no credit card.
@haidersyedWe need part 2 on skills, mcps
@daisythe .claude folder was not generated for me nor was that open editors with the code
@ErfanRMNVery informative tutorial. Personally, I would appreciate a follow-up series on this hot topic
@lulliluthank you! you are the one creator I trust enough to feel safe enough to use it
@neeradmittalI want to install on windows but not in C drive, I want to install at my desired location
@gabbymGreat tutorial!!! thank you. I would love to learn more about /MCP and /agents
@haidersyedWe need part 2 on skills, mcps
@daisythe .claude folder was not generated for me nor was that open editors with the code
@ErfanRMNVery informative tutorial. Personally, I would appreciate a follow-up series on this hot topic
@lulliluthank you! you are the one creator I trust enough to feel safe enough to use it
@neeradmittalI want to install on windows but not in C drive, I want to install at my desired location
@gabbymGreat tutorial!!! thank you. I would love to learn more about /MCP and /agents
Every comment lands in one of three signals: what to make, what to fix, what to keep.
A real report. 456 comments on an AI coding tool tutorial.
They asked for
"Beginner to advanced tutorials"
They got stuck on
"Installation and setup errors"
They loved
"Your clear, beginner-friendly explanations"
Analysis completed in under 2 minutes. Stop guessing, start creating.
But somewhere in there, 16 people are asking for the same video. Miss it, and someone else makes it.
Views, CTR, retention. None of it tells you what to film next Tuesday.
Their viewers are publicly listing unmet demands. Reading them manually takes hours per video.
OPPORTUNITY
Every request, question and "please make a video about…" gets clustered and counted. You're not brainstorming anymore. You're picking from a ranked list your audience already voted on.
15 signals, one request:
"Mastering Claude Code: Beginner to Advanced Tutorials"
CLARITY GAP
The exact points viewers found confusing or incomplete. Fix them in a pinned comment today, or make the follow-up video they're waiting for.
16 signals, one gap:
Installation and setup: command not recognized, terminal not working, folder not generated, need to install git first, run through ollama
STRENGTH
What viewers praise by name: your style, your explanations, your personality. This is your positioning, written by the people who watch you.
15 signals, one theme:
"Your clear, beginner-friendly explanations"
Any public YouTube URL. Yours or anyone's.
Every comment pulled in, spam flagged. About two minutes.
Three layers of signal, from raw comment to audience insight. About two more minutes.
YouTube's built-in AI tools (including the new comment search) work only on videos you own.
TubeSignal analyzes any public video, so you can read the audience demand under your competitors' videos, find the questions nobody in your niche has answered, and make that video first.
One tool, two jobs:
audit your own videos, scout everyone else's.
| ChatGPT / Claude | Sentiment tools | YouTube Studio | TubeSignal | |
|---|---|---|---|---|
| How to start | Copy-paste comments | OAuth connection | Built in | Paste a link |
| Competitor videos | Only manual copy | ✗ Never | ✗ Never | ✓ Any public video |
| What you get | An unverifiable summary | Sentiment percentages & word clouds | Views, CTR, retention | Three layers, three decisions |
| After you read it | It might be made up | You still have to interpret it | You still have to guess why | You know their asks, gaps and praise |
How to start
Competitor videos
What you get
After you read it
TubeSignal doesn't hand you a black-box summary.
Each report is built in layers: what people said, what each of them was actually asking for, and the themes those requests form.
Every insight is backed by receipts.
TubeSignal can call the same AI model anyone else can.
The hard part is the rules: what's noise, what's a real request, what's a complaint worth acting on, what's praise worth repeating.
Those rules went through 12 iterations, tuned on thousands of real comment edge cases.
Free
For first-time explorers
$0 /mo
Starter
For growing creators
$14 /mo
Pro
For full-time creators & growing channels
$39 /mo
Agency
For studios, MCNs & multi-creator teams
$99 /mo
One video = 2 credits. If an analysis fails, the credit is refunded automatically.
Top-up packs available anytime on paid plans.
Need higher volume, white-label reports or team seats? Request a custom plan →
No. TubeSignal works on public video URLs only. No OAuth, no channel permissions, no access to your account. Paste a link and go.
Yes, that's the point. Any public YouTube video works, including your competitors'. Their comment sections are public market research. TubeSignal just reads them faster than you can.
Studio's tools help you find comments on your own channel. TubeSignal turns comments, on any channel, into decisions: what to film next, what to clarify, what to lean into. Finding comments is step one. We do steps two through five.
They help you optimize and package content (SEO, tags, thumbnails). TubeSignal tells you what content to make in the first place, based on what real viewers actually asked for, not keyword volume.
One video = 2 credits (1 to analyze the comments, 1 to generate the report). If an analysis fails, the credit is refunded automatically.
Paid plans can buy top-up packs anytime ($12 / $34 / $82). Top-up credits never expire while you're on a paid plan.
We only read publicly visible comments, the same ones anyone can see under a video. Your reports and history are visible only to you.
An independent founder who spent a year building this after watching creators drown in their own comment sections. I answer every support email personally: hello@gettubesignal.com
I built TubeSignal after watching creators scroll past the exact comment that would have told them what to make next.
There's no team and no investors. Every email to hello@gettubesignal.com comes to me, and I answer all of them. If a report is useful, tell me. If it's wrong, tell me that too.
Kayecho
Founder, TubeSignal
Free plan. 3 full reports, no credit card.