Yes — there are a few good free methods that work surprisingly well for finding viral Shorts channels in a niche.
Here’s a simple workflow:
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Search on YouTube using:
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“#shorts + your niche”
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“viral shorts + niche”
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“most viewed shorts + niche”
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Filter by:
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This month
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View count
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Open the videos getting:
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unusually high views
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high comment activity
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repetitive viral formats
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Then check:
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their “Popular” tab
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upload frequency
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hooks/titles
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average short length
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Free tools that help:
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VidIQ
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TubeBuddy
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Playboard
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SocialBlade
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Viewstats
A very underrated trick:
Search:
"site:youtube.com/shorts your niche"
on Google.
You’ll often discover smaller viral creators faster than using YouTube search directly.
Also don’t only study huge channels.
Sometimes channels with:
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5k–50k subscribers
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but millions of Shorts views
are the best creators to reverse-engineer because their formats are still fresh and easier to replicate.
!