Audit a YouTube channel by what it actually said.
View counts tell you what happened. They do not tell you which topics landed, what the audience keeps asking for, or where the channel repeats itself. Taffy reads every transcript and every comment on a channel and turns it into an audit you can act on.
Works on any public channel — your own or a competitor's.
Analytics show the score. Not the game.
A typical channel audit is a wall of retention curves and click-through rates. Useful, but it stops at the surface. It cannot tell you that forty comments asked for a beginner walkthrough you never made, that three of your last ten videos opened with the same thirty seconds, or that the topic driving your best watch time is the one you cover least.
Those answers live in the transcripts and the comments. Taffy indexes both across the whole channel, so the audit reflects what was said and what the audience said back.
What a content-level audit surfaces
Five things a stats dashboard cannot tell you, pulled from the channel's own transcripts and comments.
High demand, thin coverage
Cross-references what the audience asks about against what the channel actually covers. The topics with lots of requests and few videos are the next ones to make.
What viewers keep asking
Recurring questions, requests, and complaints extracted from the comments across every video — not one thread at a time.
Where the channel repeats
Same intro, same structure, overused phrases, topics already covered, follow-ups promised but never made — flagged across the archive.
What lands and what grates
How the audience feels by topic, not just overall — which subjects spark praise, which spark pushback.
Query the whole channel in plain language
"What has this channel said about pricing?" "Which videos got the best comments?" "What do viewers wish it covered?" Every answer cites the episode and the timestamp it came from.
YouTube channel audit FAQ
A useful YouTube channel audit looks past public stats like views and subscribers at what the channel actually said and how its audience responded. The fastest way is to index the channel: Taffy reads every transcript and every comment across the channel, then surfaces the recurring topics, the content gaps (things viewers keep asking for that were barely covered), repeated phrasing across videos, and audience sentiment. Point Taffy at any public channel — your own or a competitor's — and ask questions across the whole archive, with every answer cited to the episode and timestamp.
Beyond the surface metrics, a content-level audit should cover: which topics the channel actually spends time on versus what its audience asks for; the content gaps where demand is high and coverage is thin; recurring viewer questions and complaints from the comments; whether intros, structure, or phrasing are repeating across videos; and how sentiment shifts by topic. Metrics tools show what happened; a transcript-and-comment audit shows why, and what to make next.
Yes. Taffy works on any public YouTube channel, so you can audit a competitor's channel the same way you audit your own — index its transcripts and comments, see which topics drive engagement, and find the questions its audience keeps asking that it never answers. Those unanswered requests are the gaps you can win.
You can search and chat with the channels Taffy has already indexed for free, and try the workflow before indexing your own. Indexing your own channel plus competitors, with the weekly creator workflows, is part of Creator Club at $199/mo; searching already-indexed channels is $9/mo in the Library.
Audit a channel by what it said, not just its stats.
Every transcript and every comment, indexed and searchable, cited to the timestamp.