How Spot Sports ranks YouTube channels

Every ranking on our channel hubs is computed, not curated. There is no editorial thumb on the scale and no paid placement.

The score

Channels are scored on three normalised signals, deliberately weighted so that raw subscriber count cannot win on its own:

Average views per recent video (45%) — total views on videos published in the trailing 30 days divided by the number of those videos. This rewards channels people actually watch over channels people once subscribed to.
Subscriber reach (35%) — the channel's public subscriber count, compressed logarithmically so a channel with ten times the audience does not get ten times the credit.
Publishing consistency (20%) — videos published in the trailing 30 days, capped so that flooding the feed stops helping past roughly three uploads a week.

Shorts, unavailable videos and static-image uploads are excluded from every count, so a channel cannot climb by posting clips or slideshows.

Rank movement

YouTube does not give us a historical chart to compare against, so we build one. We run the identical score a second time over the 30 days before the current window and rank the same set of channels on that result. The movement shown is the difference between those two standings — a genuine month-over-month change in performance, not an estimate. A channel that did not publish enough in the earlier window to be scored is labelled New.

What a channel has to have to appear

A channel must have a public subscriber count above zero and at least three full-length videos in the trailing 30 days. On top of that we require a latest-video date and enough data to write a specific one-line summary. A sport page needs at least ten qualifying channels before we let search engines index it; below that the page is still published for anyone who follows a link, but it is marked noindex and left out of our sitemap.

Coverage tags

The teams, leagues and athletes listed under each channel are the entities most frequently detected in that channel's videos over the last 180 days by our tagging pipeline. They reflect what a channel has actually covered recently.

Freshness and raw data

Channel scores are recomputed from live video rows on each refresh, so the “Last verified” date on a hub is the time of that computation. Every hub offers the full ranking as a CSV download so the numbers can be checked independently.