Hidden Gems — Under-appreciated YouTube Channels

Hidden Gems finds the videos on any channel that are quietly taking off: low lifetime views, but pulling in more views per day right now than the channel's own average. They are the videos the algorithm is resurfacing — and the ones most creators never notice.

The two-step filter

First, we find the quiet videos: anything that has earned less than half of the channel's median lifetime view count. These are the uploads that never had their moment. Second, among those, we keep only the videos whose current views-per-day is above the channel's average. A video has to pass both tests to be a gem — quiet in total, but busier than usual right now.

Why views-per-day is the signal that matters

Lifetime views reward age: a three-year-old video will almost always have more total views than last month's upload. Views per day rewards momentum. A two-year-old video sitting at 30,000 total views but doing 400 views a day is being pushed by something — YouTube search, suggested videos, an embed on a website, a mention somewhere — and that something is worth understanding.

This is the difference between a back catalog and a working catalog. Gems are proof that a video's life did not end at launch.

What to do with a gem on your own channel

A video that is waking up on its own is the cheapest growth you will ever get, because the traffic is already arriving. Refresh its title and thumbnail so a higher share of that traffic clicks — the Title Rewriter and Thumbnail Tester exist for exactly this. Pin a comment pointing to your best related video. Add an end screen or card to it. And if the topic is clearly in demand, make the sequel: the algorithm has just told you what people want from you.

What to do with a gem on someone else's channel

Ask why it is waking up. Seasonal topics resurface every year; news-adjacent videos spike when the subject returns to headlines; evergreen how-to videos climb slowly as search demand compounds. Each of those is a content opportunity you can act on directly.

Reading the results honestly

Views per day is calculated from lifetime views divided by the video's age — an average over its whole life, not a live velocity meter. That means a very recent upload, only a few days old, will naturally show a high daily rate; we compare against the channel's own norms so those do not dominate, but treat brand-new videos with some caution. Channels with only a handful of uploads produce noisy results because the median is built from too few videos.

When the tool finds nothing, that is a finding too: the channel's back catalog is flat, with every video earning its views at launch and then going quiet. That pattern is common for news, vlog, and reaction channels, and it tells you the channel lives entirely on its newest upload.

Frequently asked questions

What counts as a hidden gem?

A video with fewer than half the channel's median lifetime views that is currently earning more views per day than the channel's average. It has to be both quiet overall and unusually active right now.

How is views per day calculated?

Lifetime views divided by the number of days since upload. It is an average across the video's life, so it shows sustained pull rather than a spike in the last hour.

Does it work on any YouTube channel?

Yes, any public channel. Results are most meaningful on channels with a reasonable back catalog — a few dozen videos or more — because the channel median and average need enough videos to be stable.

Why does a brand-new video show up as a gem?

A video that is only days old has a high views-per-day simply because it is new. We compare against the channel's own norms to limit this, but it is worth ignoring anything uploaded in the last week or two when reading the list.

Can it find underrated videos on my own channel?

That is its best use. Search your channel, and any video the algorithm is quietly pushing shows up — those are the ones to refresh, link to, and follow up on, because the traffic is already there.