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YouTube Algorithm & Updates

How the YouTube algorithm works and what each YouTube update changes for creators, explained plainly and measured against real channel data.

Section: YouTube algorithm and updates, explained and measured

The YouTube algorithm is not one secret formula. It is a set of systems that decide which videos get shown, and YouTube changes the rules around them every few months: how views are counted, what monetization requires, how Shorts and long-form share an audience. This section covers both. When YouTube announces an update, we explain what changed, what it means for creators and what to do about it. When our data can measure the effect, we add that too, because a change you can see in real channels is worth more than a change you only read about.

Every measured figure here comes from the TubeAI research database: the uploads, view readings and subscriber readings of creator channels we track. We compare each video with its own channel's normal performance, so a small channel's result counts as much as a big channel's.

Four steps for covering a YouTube update: what changed, what it means, what to do, and what our data shows when we can measure it.
Every update post follows the same four steps. The data step only appears when the change is measurable.
  • 3,302,557long-form videos scoredpublished Jun 1-Sep 20 2026
  • 821,099published after Aug 24under YouTube's new view count
  • 313.4Mview readingsrecorded Sep 7-27 2026
The data behind this sectionSource: TubeAI research database: 3,302,557 long-form videos (over 60 seconds) from served creator channels with 1K+ subscribers, published Jun 1-Sep 20 2026, 821,099 of them from Aug 24; 313,379,000 view readings recorded Sep 7-27 2026 across all tracked videos; queried Sep 27 2026

What you'll find here

YouTube updates, explained

What YouTube changed, in plain words, what it means for your channel and your reporting, and what to do next. Each post links the announcement and the main coverage, and adds our measurements when the change shows up in the data.

How recommendations work

What YouTube says its systems reward, and what the performance of real videos suggests they reward in practice.

How views build over time

How fast a video collects its views, when it stops growing, and how often older videos come back.

Why small channels break out

How a video from a small channel can outperform a big channel's, and what those breakouts have in common.

Common questions

How does the YouTube algorithm work?

YouTube's systems pick which videos to show each viewer based on what that viewer and similar viewers watch, click and keep watching. There is no single ranking formula to game; the videos that win are the ones people choose and stay with. The posts in this section break down the parts we can observe.

Does this section cover every YouTube update?

It covers the updates that change something for creators: how views, watch time or earnings are counted, what monetization requires, and how videos get distributed. Minor interface changes are left out.

Where do the measurements come from?

From the TubeAI research database, which tracks the uploads, view counts and subscriber counts of creator channels. Each measured figure has a source line saying how many videos or channels it covers and over which dates.

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