YouTube audience intelligence
Turn viewer comments into your next content plan.
Find repeated questions, audience friction, missing topics, and high-confidence video opportunities—grounded in the comments your viewers actually wrote.
Live audience mix
Run a scan and this dial will match the Audience Diagnosis totals.
How it works
From raw comments to a confident next step.
One focused workflow keeps the evidence, diagnosis, and content opportunity together on this page.
- 01CollectLoad public comments from a YouTube video or channel.
- 02ClassifySeparate praise, neutral feedback, questions, and concerns.
- 03VerifyTrace every important finding back to supporting comments.
- 04ActTurn recurring needs into priorities and original content ideas.
Start a scan
What should we analyze?
Simple pricing
Start with evidence. Add deeper synthesis when you need it.
The scanner works locally without a paid scanner subscription. OpenAI-enhanced analysis uses the site owner’s separately billed OpenAI account.
Local analysis
$0scanner subscription
- Comment classification and totals
- Evidence-linked findings
- Video and channel scanning
OpenAI enhanced
Usage basedthrough the connected OpenAI account
- Everything in local analysis
- Deeper theme and opportunity synthesis
- Server-side key protection
YouTube and OpenAI may apply their own API quotas or charges. No third-party price is added by this scanner.
Frequently asked questions
What to know before your first scan.
What can I analyze?
Use a public YouTube video, Short, channel URL, @handle, video ID, channel ID, or paste public comments manually.
Does the scanner replace human judgment?
No. It groups repeated signals and shows supporting comments so you can verify the evidence before acting.
What is the difference between local and OpenAI analysis?
Local mode classifies and summarizes comments on the WordPress server. OpenAI mode adds deeper synthesis after the local evidence checks complete.
Are API keys visible to visitors?
No. YouTube and OpenAI keys are stored and used server-side and are never included in browser JavaScript.
Does it work on iPhone and Android?
Yes. The scanner, navigation, reports, pricing, FAQ, and privacy information are responsive and touch friendly.
Privacy by design
Only the data needed to produce and protect your report.
This summary explains how the Comments Scanner handles data during normal operation.
The scanner processes public YouTube comments, limited metadata, and manually pasted text needed to build the requested report.
API keys remain on the WordPress server. Visitors cannot retrieve them from the page source or scanner requests.
Scan records follow the retention period configured by the site administrator and can be removed from WordPress.
When enhanced mode is enabled, bounded comment batches are sent to the connected OpenAI account for analysis. Local evidence verification still runs first.
The scanner does not collect commenter email addresses or avatars. Rate-limit identifiers use salted one-way hashes.