# YouTube Channel Analyzer > Audit any YouTube channel in seconds. Median views, upload cadence, outlier videos, engagement and title patterns, each with a plain-English reading. Free, no login. Canonical: https://faceless.so/tools/youtube-channel-analyzer Free Tool Paste any channel and get a real audit: median views, upload cadence, the videos that beat the channel's own median, engagement and title patterns. Every number comes with a reading of what it means. Try one: Free · no account · works on any public channel, including one you do not own ## The only benchmark that matters is your own median Most channel audit tools score you against YouTube-wide averages, which is the analytical equivalent of comparing your salary to the global mean. A cooking channel and a coding channel have almost nothing in common in view counts, like rates or upload frequency, and a grade calculated across both tells you nothing you can act on. Your own median is the comparison with teeth: it already controls for your niche, your audience, your format and your production standard, so anything that beats it beat it for a reason you can copy. The second thing these tools get wrong is treating a wide spread between best and typical as good news. It is a diagnosis, not a score. A channel where every video lands within 20% of the median is capped by its format, and no amount of extra uploads will change that, because nothing being published is different enough to break out. A channel with an 8x spread has the opposite problem: the audience is provably there, but the packaging only occasionally reaches it. Those two channels need opposite advice, and a single 0-to-100 grade hands them the same advice. What no external tool can see is retention, click-through rate, traffic sources or the shape of the audience, and any page claiming otherwise about a channel it does not own is modelling, not measuring. That is a real limit, and it is also less binding than it sounds — cadence, spread, trend and packaging are visible from the outside, and on the overwhelming majority of channels one of those four is the constraint. Fix the visible one before you go looking for a subtle one. ## Frequently asked questions What this audit reads, and what it deliberately will not guess ### What data does this analyzer actually use? Two public surfaces YouTube serves to anyone: the channel's about tab, which carries subscriber count, lifetime views, video count and country, and the channel's RSS feed, which carries the fifteen most recent uploads with per-video view and like counts. There is no API key involved and no estimate anywhere in the report. If a figure is not published, the tool says so rather than modelling it. ### Why report median views instead of average views? Because one breakout video wrecks an average. A channel whose typical upload does 8,000 views and whose best did 400,000 has a mean near 34,000, so every dashboard quoting the average is telling that creator their baseline is four times what it really is. The median is the number a new upload should be measured against, which is why every comparison on this page is built on it. ### What is the outlier panel telling me? It ranks the recent videos that beat the channel's own median by the widest margin, and shows the multiple. A video at 5x or more is not luck: an audience for that specific promise exists and is larger than the one the channel usually reaches. The mistake almost everyone makes is treating a breakout as a one-off instead of making three more videos on the same angle. ### Can I audit a competitor's channel? Yes. Everything the tool reads is public, so a competitor's channel produces exactly the same report as your own. Reading two or three channels in your niche side by side is the fastest way to see whether their advantage is cadence, packaging or simply a head start, and their outlier list tells you which formats their audience already voted for. ### Why does it only look at fifteen videos? That is what the public feed publishes, and it is honest about being a sample. Fifteen recent uploads is enough for a median, a spread, a cadence and a trend, and recent uploads are the ones that reflect what a channel is doing now. Lifetime totals come from the about tab, so the header numbers cover the whole channel even though the per-video analysis does not. ### Why is there no comment rate? YouTube's public feed carries views and likes but no comment count, so a comment rate here would be invented. Tools that show one are either using a paid API or quietly substituting a proxy metric. We would rather report five numbers we can stand behind than seven where two are guesses. ## More free tools [YouTube money calculator Turn the view numbers you just measured into a realistic revenue range.](https://faceless.so/tools/youtube-money-calculator) [Engagement rate calculator Work out engagement on a single post, across YouTube, TikTok and Instagram.](https://faceless.so/tools/engagement-rate-calculator) [YouTube title generator Rewrite the titles this audit flagged as flat into ones that open a loop.](https://faceless.so/tools/youtube-title-generator) [Video idea generator Turn a proven outlier format into the next ten videos in the same vein.](https://faceless.so/tools/video-idea-generator) The full product ## Auditing the Channel is just the start. Automate your whole faceless channel Faceless is what fixes the finding almost every audit lands on. 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