YouTube Shorts outlier finder
Find the <strong>Shorts</strong> that broke out — paste a channel or a keyword and see the Shorts beating their own channel’s average, ranked by multiplier. The fastest way to spot a Shorts format that’s working before it crowds in.
Shorts move fast — catch the breakouts early
Shorts trends burn hot and fade in weeks, so spotting a format while it’s working is everything. An outlier Short — one that beat its own channel’s usual Shorts views — is the clearest signal a format is catching, often before it’s saturated. This tool finds them instantly: paste a channel to see its biggest Shorts outliers, or a keyword to see breakout Shorts across many channels, all ranked by multiplier.
Why Shorts need their own outlier view
Shorts and long-form behave completely differently, so you can’t judge a Short against a channel’s long-form average. This finder compares each Short only against the channel’s other Shorts — a true like-for-like multiplier. In our study of 627K videos, Shorts actually break out slightly more often than long-form (10.7% vs 9.6% hit 5×), so there’s a steady supply of formats to model — but each breakout earns far fewer views, so treat Shorts as cheap discovery, not the payday.
How to use breakout Shorts
- Model the format, not the topic. Shorts win on a repeatable structure — a hook pattern, an edit style, a loop. Find the structure several breakout Shorts share and copy that.
- Favour small channels. A 10× Short on a tiny channel proves the format carries it, not an existing audience — exactly what you can replicate.
- Feed winners into long-form. A Short that breaks out is a tested idea; expand the best ones into long-form where the views actually pay (see why RPM matters).
From a breakout Short to your next one
Confirm the keyword has demand in the keyword tool, check the niche is worth it in the niche checker, and turn the winning pattern into fresh ideas with the video ideas generator.
Questions
How do I find viral YouTube Shorts in my niche?
Type a keyword or niche here and the tool returns the Shorts that beat their channel’s average, ranked by multiplier — the ones catching on. Favour breakout Shorts from small channels, since those prove the format works without a big audience.
How do I see which of a channel’s Shorts went viral?
Paste the channel link or @handle. The finder ranks its Shorts by how far each beat the channel’s own Shorts average, so you instantly see its biggest breakouts and can study what they share.
How is a Shorts outlier calculated?
Views ÷ the median of that channel’s other Shorts — a like-for-like comparison. Shorts and long-form are judged separately, because they get very different view counts, so a Short is only compared to Shorts.
Do Shorts break out more than long-form videos?
Slightly — about 10.7% of Shorts hit 5×+ versus 9.6% of long-form, per TubeMind’s index. But each Shorts breakout earns far fewer views and much less revenue, so use Shorts to discover what works, then build the winners into long-form.
Is the Shorts outlier finder free?
Yes — free, no login, with CSV export. A free account raises the result limits and adds saved searches and alerts.