Popular advice about YouTube, tested on one real channel at a time, with the owner’s own numbers.
Creators hear a lot of confident advice: copy your niche’s outliers, make series, don’t judge the first two days, upload time doesn’t matter. Most of it is never tested. Here each claim gets a dated experiment on one channel, run by its owner, and the owner publishes their own numbers, whatever they show.
Every result on these pages comes from one channel, published by the person who owns it, from their own YouTube Studio. Results are never combined across channels. A handful of videos on one channel is an experiment, not proof.
| Test | The claim | Status |
|---|---|---|
| M1 Does copying your niche’s outliers still work? | Copying the outlier videos in your own niche no longer works. | Planned Not run yet |
| M2 Do series beat one-off videos? | A video series gets more views than the same number of one-off videos. | Planned Not run yet |
| M3 Can you judge a video by its first 48 hours? | Don’t judge a video by its first 48 hours. | Planned Not run yet |
| M4 Does upload time matter? | The time of day you publish doesn’t matter. | Planned Not run yet |
| M5 Do gaps in uploading hurt a channel? | Taking a break from uploading doesn’t hurt your channel. | Planned Not run yet |
None of these has been run yet. Each page will show the owner’s own Studio numbers once it has.
If you use VideoCore with your channel connected, you can run the same test on your channel. You tag which of your videos belong to each group, and VideoCore lines up their views at day 7 and day 28 against your own typical video at the same age.
It uses only your channel’s own YouTube Analytics, and only you see it. The comparisons are calculated by VideoCore from your YouTube Analytics; they are not YouTube figures.
Do this: pick the claim you most rely on and test it on your channel.
Because a result belongs to the person who owns the channel and chose to publish it. Combining numbers across channels would mix owners’ data without their say, and would hide how different channels are. Each result names its channel and how many videos it covers.
No. One channel and a handful of videos is an experiment, not proof. It tells you what happened on that channel in those weeks, which is a reason to test it on your own channel, not a rule.