YouTube Channel Audit

The Channel Audit turns a channel's public data into a health score and a letter grade, and breaks it into the three things that actually predict growth: upload consistency, audience engagement, and momentum. Run it on your own channel to see which lever to pull, or on a competitor's to see what is really behind their numbers.

What the score is made of

Three public signals, each scored from a channel's recent uploads. Consistency is measured from the gaps between uploads: a steady cadence scores near the top, erratic gaps score low, and a channel with fewer than five recent videos is capped because there is not enough history to judge. Engagement is likes and comments relative to views on recent videos. Momentum compares the average views of the newest uploads with the older ones — a ratio above 1.0 means recent videos are outperforming the back catalog, and above 1.5 is strong growth.

The health score weights recent performance over lifetime totals, following the approach documented on our methodology page, and the grade is a plain-language summary of it. Everything comes from public YouTube data fetched when you run the audit.

Why consistency is measured the way it is

We look at the variation in the gaps between uploads, not the number of uploads. A channel that publishes every seven days, give or take one, scores near the top. A channel that posts three videos in a week and then nothing for two months scores low even if the monthly total is identical. That is deliberate: both the audience and the recommendation system respond to predictability, and a regular cadence is the single most controllable growth habit a creator has.

Reading your grade

An A means all three signals are strong — the channel is operating, the audience is active, and new videos are beating old ones. A B is solid with one soft spot, most often consistency. A C is mixed, and it is common for very large channels that are coasting: huge totals, flat or declining momentum. A D or F means the audience is not showing up for new uploads or output has effectively stopped. The breakdown under the grade tells you which of the three to work on.

A worked example

A channel with 400,000 subscribers that uploads weekly like clockwork scores around 90 on consistency. Its engagement is average for its niche, and its newest videos average 1.3 times the views of its older ones, which puts momentum around 80. That is a high B or low A: a healthy channel that is growing.

Compare a channel with three million subscribers, irregular uploads, and newer videos averaging 0.6 times the older ones. Despite being seven times larger, it lands at a C or below. Size is not health, and the audit is built to tell the two apart.

Limits

The audit uses public data only. It cannot see watch time, retention, click-through rate, or revenue — the metrics inside YouTube Studio that only the creator has. The scores are computed over a window of recent uploads, so a channel that just changed its format or posted one viral outlier will read as more volatile than it is. A heavy mix of Shorts and long-form distorts engagement comparisons, live streams and premieres behave differently from uploads, and YouTube's rounding of public counts means ratios are close rather than exact.

Frequently asked questions

What does the channel health score measure?

Three public signals from a channel's recent uploads: upload consistency (how regular the gaps between videos are), engagement (likes and comments relative to views), and momentum (whether the newest videos outperform the older ones). Recent performance is weighted above lifetime totals.

Why is my consistency score low when I upload a lot?

Because consistency measures regularity, not volume. Bursts of uploads followed by long gaps score low even with a high monthly total. A steady rhythm — the same gap between videos, week after week — is what scores well.

What is a good health score?

An A or high B means the channel is operating regularly, the audience is engaging, and new videos are beating old ones. A C usually points at one weak signal — often a large channel with fading momentum. Below that, the breakdown will show which of the three signals is failing.

Can the audit see my private YouTube analytics?

No. It works entirely from public data, so it has no access to watch time, retention, click-through rate, or earnings. Those live only in YouTube Studio. The audit is a way to see your channel the way the outside world sees it.

How do I improve my health score?

Fix the weakest of the three signals. Low consistency: commit to a fixed cadence you can sustain. Low engagement: ask a question in the video, pin a comment, and reply early. Low momentum: study what your best recent videos did differently and make more of that — the Hidden Gems tool shows which older videos are quietly working.