Receipts
over vibes.
Most “viral hack” advice online is reverse-engineered after the fact. ViralVault runs on a different bet: the structure of a short-form video is knowable in advance. Creators deserve tools that show what's working with math, not hot takes.
Why this exists.
An 80K-follower account and a 2M-follower account can post videos that both do 2M views — and every “TikTok analytics” tool on the market files those as the same result. They aren't. For one account that's a normal Tuesday; for the other it's a format breaking out.
That's the gap ViralVault closes. Creator Score grades a video against the creator's own baseline. Niche Score grades it against the whole niche. When both fire, you've found a Dual High — the strongest signal in short-form.
“The reframe at 4s is the save-trigger. Receipts win, vibes lose.”
The principles.
Receipts, not vibes.
Every score is decomposable. We never give a verdict without the math behind it.
Free tier is real.
3 daily scores · full Chrome extension · forever. No card, no trial clock — enough to check the scores against your own niche before you pay.
No gatekeeping.
We never paywall data that's publicly available. You can already see this stuff on TikTok — we just do the math.
Cancel without a fight.
One question, one offer, one click to decline. No phone call, no support ticket, no dark patterns. Access runs to the end of your cycle.
Built in public.
The roadmap · the bugs · every ship. All of it lives on our /changelog, updated as we ship.
Both platforms, honestly.
YouTube Shorts get the same two-baseline scoring as TikTok. Where a surface hasn't reached YouTube yet, the app says so instead of pretending.
Who's building this.
One person, building in public
ViralVault is designed, built and supported by one person — the same person who reads every contact form. The bio is the work: every ship, every fix and every miss is on /changelog.
The numbers.
23,000+ TikToks indexed across 12 active niches — every one scored against its creator and its niche, the whole point. The full build log lives on /changelog.