Channel Wise Sample analysis

Sample channel audit

Channel audit: Noktalı Virgül

An example of the findings Channel Wise can draw from public channel data.

18,300 subscribers · 80 long-form videosAnalyzed September 25, 2026

Channel at a glance

From analyzed public videos

Public engagement

Above reference

4.9% like rate · 1.6% top-channel median

Like rate

Publishing rhythm

3.6 uploads / month

Average across analyzed uploads

Last eight months

Video format

3-12 min leads on views

25m 27s average · 80 videos

Median public views

Packaging

Text thumbnails lead on views

94% have detected text · 50 analyzed

Median public views

Channel findings

What stands out in this sample

Visible channel signals
Most important finding Public video lengths and views

The 3-12 min group leads this sample

Median public views: 3,628 among 16 videos in the leading group.

80 videos across 5 length groups

3-12 min16 videos
3,628
11-17 min16 videos
1,561
17-27 min16 videos
1,280
26-39 min16 videos
3,368.5
39-106 min16 videos
2,911

Median lifetime public views

These groups are based on this channel's duration distribution. Video age, topic, and format may also explain view differences.

Try next

Plan one 3-12 min episode

Choose a topic that genuinely fits this range. Put the main payoff in the outline before recording, then cut sections that delay it. Keep the length only if the story earns it.

How to check this idea

Compare that upload with similar topics at the same age. Lifetime public views alone cannot isolate the effect of length.

Evidence and method

Groups contain roughly equal numbers of videos; bars show median lifetime public views. Examples are near the leading group's median. Rounded labels may share a boundary, but the groups are distinct. A leading group is not an ideal length rule.

Finding 2 Public video titles and views

Direct titles are leading here

Median public views: question titles 1,596 (n=33); other titles 1,992 (n=47).

80 titles analyzed

Public view differences are associations. Topic, video age, and other changes may affect the comparison.

Try next

Draft a direct-title alternative

For the next upload, write one accurate question title and one direct statement. Put the topic and stakes in the opening words; choose the version with the clearer promise.

How to check this idea

Record the chosen title and compare similar uploads at the same age. This public sample does not isolate a title effect.

Evidence and method

Median lifetime public views within each detected group. Examples are closest to each group's median.

Supporting analysis

Explore the evidence

80 long-form videos analyzed
Engagement, titles, and thumbnails Show details

Visible engagement

Public reactions per view. These rates do not measure retention.

Like rate
4.9%
Comment rate
0.4%

Video length

Length groups contain roughly equal numbers of analyzed videos.

Leading length group
3-12 min
Groups
5

Titles

Observed differences in public views need both group counts.

Is Question
33 / 80 videos
Has Number
15 / 80 videos
Has Emoji
2 / 80 videos

Thumbnails

Face and text detection are descriptive; a view comparison needs both groups.

Analyzed
50
Detected text
94.0%
Detected faces
84.0%
All video-length groups Show details

Performance by video length

Which length ranges drew the most views

Views
3-12 min3,62816 videos
11-17 min1,56116 videos
17-27 min1,28016 videos
26-39 min3,368.516 videos
39-106 min2,91116 videos
Top-channel comparisons Show details

Reference: top channels. This is context, not a matched control group.

Reference point

How this channel compares

Top-channel median
Like rateStronger than the top-channel median
This channel4.91%
Reference1.59%
Comment rateStronger than the top-channel median
This channel0.41%
Reference0.08%

Patterns among top channels

Ideas to test, not rules to copy

Titles

Question Titles10.8%Median view difference -2.3%
Numbered Titles35.0%Median view difference +0.4%
Emoji Titles34.3%Median view difference -4.2%

Thumbnails

Faces61.2%Median view difference +5.3%
Text99.7%Median view difference -12.9%

Publishing rhythm

Monthly uploads

3.6 long-form videos per month on average
Recent calendar months Show details
2026-023uploads
2026-031uploads
2026-040uploads
2026-053uploads
2026-060uploads
2026-071uploads
2026-080uploads
2026-094uploads
Monthly upload history See details
YearJanFebMarAprMayJunJulAugSepOctNovDec
2024000000000026
2025543564765445
2026231030104000

Your channel

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