YouTube90I Bought A Dumb Phone
Sambucha
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SigmoraViral database
Real viral videos, scored and ready to remix
Browse 100 top-performing short-form videos, ranked by a virality score. Open a reference, see why it works, and turn the pattern into an original—no paywall.
YouTube90
YouTube90iPhone 17 Pro Max Camera Test #shorts
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YouTube90Correct Sequence For The Cosmic Orange IPhone 17 Pro Max #noads #shorts
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YouTube90Kacamata Motocross Canggih! Tarik Sekali, Lumpur Langsung Hilang 🤯🏍️
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YouTube85Don't let 1% ruin your day🔋 #ytshorts #shorts #shortsfeed #tech #technology #trending #battery
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YouTube85Parking से लड़की तक सब मेरा 👰🏻: iQOO Z11 Lite का रोला!📱 #shorts
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YouTube85'FULLY Dead' Doordarshan Channel is Reviving Via D2M Tech! Indian Tech Guys Should Know #shorts
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YouTube85Looks like 25th-century technology is pretty delicate. #shorts #shortvideo #short #foryou
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YouTube85ऐसा Phone Dekh Dost Bhi लालच में Aa Gaya 😂 | Google Pixel 11 #shorts
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YouTube85New Iphone 17 pro max Checkout this 🔥 #brazilian #brasileirão #smartphone #shorts #shortsfeed #short
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YouTube85The Invention Of HDMI 📺 #shorts #facts
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Quick answer
What is a viral video database?
A viral video database is a research library of public short-form examples organized by platform, niche, engagement, and recency. Sigmora helps teams choose references to study and remix, but its signals are a research aid—not a promise that a new video will perform the same way.
Methodology
Use performance data as evidence, not as a promise
Comparable public signals
References use the public platform, niche, engagement, and recency information available for each item. Missing data stays missing rather than being invented.
A ranking aid, not a forecast
The virality score helps prioritize what to inspect. It cannot guarantee performance because audience fit, distribution, timing, and execution still change the outcome.
Structure before imitation
Open the original for context, identify the useful pattern, and turn that insight into an original concept instead of copying footage, wording, or identity.
Read the practical workflow in how to use a viral video database as a production input.