TikTok tools that tell the truth.
The same data that powers ViralVault, opened up. Score a video, benchmark a handle, find your niche's best posting window — real numbers, the niche median for comparison, no fluff.
Numbers with a baseline, not vibes
Most free TikTok tools hand you a number with nothing to compare it against. A view count, an engagement percentage, a follower estimate — floating in a vacuum. ViralVault scores everything against a baseline: the creator's own median, and the median for the niche. That's the difference between “200,000 views” and “three times what this creator normally does.”
Each tool draws on the same index of millions of TikTok videos that powers the full app, and shows the niche median right next to your result. Two of them — the Creator Earnings Estimator and the Fake Follower Checker — are modeled estimates, and we say so plainly: there's no public payment data or audience audit to measure against, so we model a transparent range instead of inventing a precise figure.
Common questions
Are these TikTok tools really free?
Yes. Every tool here is free and needs no account — no card, no trial. They run on the same data that powers ViralVault.
Do I need to sign up?
No. Paste a link or handle, or pick a niche, and you get an answer. Signing up (also free) unlocks unlimited runs, tracking over time, and the full breakdowns.
Where does the data come from?
From ViralVault's index of millions of TikTok videos — real views, engagement, and niche medians, refreshed continuously. We show the niche median next to every result so the number has context.
How accurate are the numbers?
The Video Scorer, Engagement Rate, Best Time and Trending Sounds tools report measured data. Creator Earnings and the Fake Follower check are clearly-labeled estimates modeled from public signals, since no public payment or audience-audit data exists.