Receipts
over vibes.
Most “viral hack” advice online is reverse-engineered after the fact. ViralVault runs on a different bet: the structure of a TikTok video is knowable in advance. Creators deserve tools that show what's working with math, not hot takes.
Why this exists.
In 2024 I watched a creator with 80K followers post a video that did 2M views. The same week, a creator with 2M followers posted a video that did 2M views. Every “TikTok analytics” tool treated them the same.
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.
20 daily scores · full Chrome extension · forever. The free tier is the product — not a tease for the paid one.
No gatekeeping.
We never paywall data that's publicly available. You can already see this stuff on TikTok — we just do the math.
Cancel in two clicks.
No retention dance. No win-back emails. Cancel from Stripe directly if you'd rather not see us again.
Built in public.
The roadmap · the bugs · every ship. All of it lives on our /changelog, updated as we ship.
Who's building this.
Maya Chen
Built ViralVault solo since Jan 2025. Previously: scaled creator-tools at two startups, shipped a Chrome ext that hit 200K MAU. Find me on X @viralvault — I read everything.
The numbers.
12,000+ TikToks indexed across 11 active niches — every one scored against its creator and its niche, the whole point. The full build log lives on /changelog.