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Analyze another YouTube channel: what public data can and cannot show

By Channel Wise Updated October 29, 2026 3 min read

In short

You can analyze any public YouTube channel from what is visible on it: titles, upload dates, video lengths, thumbnails and view counts. Impressions, click-through rate, retention and traffic sources are private. An analysis of another channel shows what it publishes and which videos get views. It cannot show why.

Collect the recent long videos#

Open the channel's Videos tab and record, for each long video, the title, publish date, length and view count. Leave out Shorts and live streams, since they are watched differently. More videos give steadier numbers, and with fewer than about 20 you should read every result as a hint.

Measure the upload cadence#

Count long videos per month from the publish dates. Look for gaps and for changes over time, not only the average. A channel that published weekly for a year and then slowed down is a different case from one that always published twice a month.

Compare views by length, title and thumbnail#

Group the videos by one feature at a time: length bucket, question title, number in the title, face or text in the thumbnail. Compare median views between groups. Leave out the newest videos or compare videos of similar age, because a video from last week has not finished collecting views.

Example from a public channel audit#

The sample audit applies these steps to the podcast channel Noktalı Virgül, using its public data only:

AreaFindingGroup sizes
CadenceAbout 3.6 long videos a month, 0.8 a week80 long videos
LengthMedian views of 3,628 for 3-12 min videos against 1,280 for 17-27 min16 videos per group
TitlesQuestion titles 20% lower in median views, titles with numbers 32% higher33 and 15 videos with the pattern
ThumbnailsMedian views of 2,211 with a face and 2,853 without. 2,431 with text and 1,577 without50 thumbnails analyzed, 8 without a face, 3 without text

The thumbnail rows show why group sizes matter. Only 3 of the 50 thumbnails had no text, so that comparison is weak, and the audit presents all of these as findings from one sample.

What public data cannot show#

Impressions, click-through rate, audience retention, traffic sources and revenue are visible only to the channel owner in YouTube Studio. Without them you can see that a pattern goes with higher views, but not whether people clicked more or watched longer. Treat what you learn from another channel as a hypothesis to test on your own videos.

Turn it into a test on your channel#

Pick one pattern that stood out, such as a length group or a title style, and apply it to your next few videos. Compare them with your own median after a similar number of days.

Common questions

Can I analyze another YouTube channel?

Yes, for anything public: titles, upload dates, lengths, thumbnails and view counts. Private metrics such as impressions, click-through rate and retention appear only in the owner's YouTube Studio.

Is there a free tool to analyze a YouTube channel?

The Channel Wise free audit works from a public channel link and needs no sign-in. It needs at least 3 long videos and analyzes long-form videos only, leaving out Shorts and live streams.

Can I see a competitor's impressions or click-through rate?

No. Those numbers are available only to the channel owner. Public data shows what a competitor publishes and which of its videos got views.

Check this on your own channel

Run the free audit on your own channel or on one you want to study. It needs at least 3 long videos and no sign-in.

Analyze my channel for free