Keep the original comments
Save CSV, JSON, TXT, and XLSX comment files so the report can still be audited, archived, or analyzed later.
- CSV/JSON/TXT/XLSX comments
YouTube comment analyzer + cited AI reports
Featured on Product HuntTurn YouTube commentsinto cited AI reports.
See what's working, what's pushing back, and what to make next —every claim tied to a real public comment.
- Available public replies included
- 100% of collected rows enter analysis
- Source comments + evidence downloadable
YouTube comment downloadAI evidence reports4-format comment exports
Sample output
See public report samples before you spend a credit.
This section is only for report samples: inspect the report structure, real comment evidence, and action guidance. Comment downloads are shown in the next section.
5 public report samples
This is a real report from public YouTube comments. It is a public sample, not a named customer case study or endorsement.
Report sharing/downloads
Selected sample
What viewers want next from a MrBeast challenge
The audience narrative is overwhelmingly about Juan. The best next step is a follow-up asset or pinned reply that acknowledges why viewers saw him as the emotional center.
Sample facts
Public comments
163,421
Evidence rows shown
4
Source channel
MrBeast
Fetched
2026-05-20
Report modules
1
Audience narrative
4 clustersComments repeatedly frame Juan as the mature, kind, family-driven character.
2
Next content demand
2 assetsViewers ask to see Juan again rather than only asking for another generic challenge.
3
Backlash risk
1 high-like riskA meaningful portion of the audience interprets conflict in the episode as bullying.
4
Reply priorities
3 repliesReply first where viewers ask for respect, follow-up, or support for Juan.
Original comment evidence
Short preview here, full evidence rows live on the sample page.
“Juan is the most mature and kindest of all of them. He truly deserved to win”
Top evidence for a character-driven audience narrative.
@ckplayz9632115,022 likes · 252 replies
“Juan wasn’t fighting for $250,000… he was fighting for his family. That’s a real man. 👑❤️”
The emotional frame behind the comment cluster is family responsibility, not only prize money.
@nassralbahri943237,051 likes · 54 replies
“Juan hurt no one, everyone hurt Juan, yet he still kept his cool. Lets make him a regular on this channel.”
A direct next-content signal tied to the audience favorite.
@CanofPepsi2150,251 likes · 104 replies
How it works
Three steps, no setup.
Paste a public video link, watch the fetch run live, then read an output where every claim cites a real comment.
- 1
Paste a public link
One YouTube video or Shorts URL. Public comments only — nothing private, nothing scraped.
- 2
Watch the fetch run live
Real-time progress with live comment counts. What you see is what YouTube returns.
- 3
Get the cited readout
Preview the comments, download the CSV — and signed in, generate an AI report where every claim links to its source comment.
What you get
One evidence pipeline, portable everywhere.
The same cited output you saw above — as interactive sample reports, exportable CSV/JSON/TXT/XLSX files, and repeatable workflows.
CSV table preview
CSV opens cleanly in Numbers, Excel, or Sheets so teams can inspect comments, authors, engagement, and source links row by row.
Sample rows: 3
author_name
text
like_count
reply_count
permalink
@CanofPepsi21
Juan hurt no one, everyone hurt Juan, yet he still kept his cool. Lets make him a regular on this channel.
50251
104
https://www.youtube.com/watch?v=zRtGL0-5rg4&lc=Ugx5FanNCBH-l5Wn_wN4AaABAg
@ckplayz9632
Juan is the most mature and kindest of all of them. He truly deserved to win
115022
252
https://www.youtube.com/watch?v=zRtGL0-5rg4&lc=Ugze0pjI1klzp6qQK_p4AaABAg
@jonmuir13
This is what consumers actually want.
3371
51
https://www.youtube.com/watch?v=LJh72_O4pXE&lc=UgxSgglgckKAwvdM31J4AaABAg
@CanofPepsi21
50251 likes · 104 replies
Juan hurt no one, everyone hurt Juan, yet he still kept his cool. Lets make him a regular on this channel.
https://www.youtube.com/watch?v=zRtGL0-5rg4&lc=Ugx5FanNCBH-l5Wn_wN4AaABAg
@ckplayz9632
115022 likes · 252 replies
Juan is the most mature and kindest of all of them. He truly deserved to win
https://www.youtube.com/watch?v=zRtGL0-5rg4&lc=Ugze0pjI1klzp6qQK_p4AaABAg
@jonmuir13
3371 likes · 51 replies
This is what consumers actually want.
https://www.youtube.com/watch?v=LJh72_O4pXE&lc=UgxSgglgckKAwvdM31J4AaABAg
Preview fields
source_urlsource_typesource_titleparent_idis_replyauthor_nameauthor_channel_idauthor_profile_image_urltextlike_countreply_countpublished_atupdated_atpermalink
Portable intelligence package
Use the report everywhere your team works.
AudienceCue reports are not trapped in one page. Share them with clients, download AI-ready handoff files, and keep evidence attached.
Generate a structured audience report
Turn comment reality into audience signals, key judgments, recommended actions, and risk flags.
- AI evidence reports
Share and download the report
Clients, teammates, and sponsors can review a read-only report link, and you can download HTML for handoff or archive.
- HTML report sharing
- Markdown/JSON report exports
- Controlled read-only links
- Public API access
Who it's for
One evidence engine, three seats.
Pick your seat — the cited preview shows what AudienceCue surfaces first for your workflow.
Find your next video in the comments you already have
Cited demand signals tell you exactly what viewers ask for next — no gut feel, no screenshot hunting. Every insight links back to the public comment that supports it.
Free run: paste any of your uploads above and read the cited themes.96comments asking for a free-tools follow-up
“Can you do a version of this with ONLY free tools?”
Pricing
Start free, then choose by comment volume and report workflow.
Download comments and generate 1 report free. Upgrade when you need more sources, more reports, monitoring, or API/automation.
Yearly saves 50%. Allowances still reset monthly.
One shared checkout — pick the offer that matches your next run.
By starting checkout, you agree to the Terms of Service, Refund Policy, and Privacy Policy.
Why not a cheaper per-comment tool?
AudienceCue uses comment credits (1 comment = 1 credit). The difference is what a paid project leaves you with: cited source evidence, complete CSV/JSON/TXT/XLSX exports, and whole-dataset deterministic statistics. Available public replies are included, subject to what YouTube currently returns publicly. Project Pack credits never expire.
FAQ
Questions before you run comments through AudienceCue
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