What to publish next
Find repeated questions, requests, and topics worth expanding.
YouTube creator intelligence
Stop reading comments one by one. See what your audience wants next.
Analyze public video comments for content ideas, commercial signals, quality risks, and real audience needs—with every conclusion linked to viewer evidence.
✓ Official YouTube API✓ Evidence-linked insights✓ Creator-ready actions
CommentBrief / Report
12:48
AI Frontier WeeklyWhat creators misunderstand about open-source AI
128 comments analyzed
Decision brief
Turn the comparison into a practical follow-up series
Viewers want clearer examples, an updated model ranking, and an audio version for commuting.
CONTENT5 follow-up ideas
COMMERCIAL2 brand signals
RISKAudio clarity
One report, four decisions
From comment noise to a clear next move
What is hurting trust
Catch production issues, factual challenges, confusion, and sponsor backlash.
What may monetize
Surface partnerships, purchase intent, brand feedback, and product demand.
Who deserves a reply
Prioritize valuable conversations and get an editable response draft.
Workflow
Audience research in three steps
- 01
Paste a video
Add any public video and choose a sample size and report language.
- 02
Analyze automatically
Comments are clustered, synthesized, and checked against evidence.
- 03
Take action
Review priorities, source comments, and practical recommendations.
Simple beta pricing
Pay for creator decisions, not a comment export.
Start free. Upgrade when you need more reports, deeper samples, and automatic follow-up.
Free
$0/ month
Validate the workflow on your next upload.
- ✓1 standard report per month
- ✓100 comments per report
- ✓Evidence-linked insights
- ✓Reports in 7 languages
Creator
Most popular$12/ month
For creators who publish and learn every week.
- ✓20 standard reports per month
- ✓Up to 300 comments per report
- ✓Commercial and risk signals
- ✓5 video automations and report history
Pro
$29/ month
For high-volume channels and small creator teams.
- ✓60 standard + 20 deep reports
- ✓Up to 1,000 comments per deep report
- ✓20 video automations
- ✓Export, email delivery, and video comparison
Prefer not to subscribe?
Flex Pack · 10 standard reports
A one-time pack for launches, campaigns, or occasional research. Planned validity: 90 days.
$9.90Try the beta first →
Billing is not active during beta. Prices are planned in USD and may be refined before checkout launches.
Before you analyze
Clear answers, before you paste a link.
Which videos can I analyze?+
Any public YouTube video with comments available through the official YouTube API.
Do you need access to my channel?+
No. Public-video analysis only needs the video URL. Google sign-in keeps your private report library separate.
Can I verify the AI conclusions?+
Yes. Every reported signal includes the source comments used as evidence, with a path back to YouTube.
What happens after a video is published?+
Automations can trigger one analysis after a time delay or when a comment target is reached—whichever happens first.