Know what's a fluke
and what's a format.
ViralVault grades every TikTok and YouTube Short against the creator and the niche. Two numbers, one verdict — zero vibes-based takes.
Every video,
handled for you.
6.81×finance
0.74×ai/tech
6.81×beauty
2.40×business
3.20×fashion
3.20×fitness
2.40×travel
6.81×finance
5.43×ai/tech
2.40×beauty
0.74×business
1.12×fashion
6.81×fitness
0.74×travel
1.12×finance
3.20×ai/tech
0.74×beauty
3.20×business
2.40×fashion
5.43×fitness
1.12×travel
2.40×finance
2.40×ai/tech
3.20×beauty
6.81×business
5.43×fashion
3.20×fitness
6.81×travel
6.81×finance
3.20×ai/tech
0.74×beauty
1.12×business
5.43×fashion
3.20×fitness
5.43×travel
2.40×finance
0.74×ai/tech
0.74×beauty
3.20×business
1.12×fashion
2.40×fitness
0.74×travel
3.20×finance
5.43×ai/tech
2.40×beauty
1.12×business
5.43×fashion
3.20×fitness
6.81×travel
6.81×finance
5.43×ai/tech
6.81×beauty
1.12×business
2.40×fashion
3.20×fitness
1.12×travel6.81×finance0.74×ai/tech6.81×beauty2.40×business3.20×fashion3.20×fitness2.40×travel6.81×finance5.43×ai/tech2.40×beauty0.74×business1.12×fashion6.81×fitness0.74×travel1.12×finance3.20×ai/tech0.74×beauty3.20×business2.40×fashion5.43×fitness1.12×travel2.40×finance2.40×ai/tech3.20×beauty6.81×business5.43×fashion3.20×fitness6.81×travel6.81×finance3.20×ai/tech0.74×beauty1.12×business5.43×fashion3.20×fitness5.43×travel2.40×finance0.74×ai/tech0.74×beauty3.20×business1.12×fashion2.40×fitness0.74×travel3.20×finance5.43×ai/tech2.40×beauty1.12×business5.43×fashion3.20×fitness6.81×travel6.81×finance5.43×ai/tech6.81×beauty1.12×business2.40×fashion3.20×fitness1.12×travelEvery video, understood.
Every video gets read for frame attention, audio, caption density and save-bait. You know what it's about before you tap.
State pills, not vibes.
Every format gets one of four states — on fyp, peaking, cooked (already saturated), or dual-high (breaking out on both scores at once). No tagging, no folders, no manual sorting. The model does the work.
Today's heater list.
ViralVault tells you what's hitting right now, what's just noise, and what deserves a save. Breeze through your fyp, every day.
demo data — not customer results
Every video, dissected.
Open any video and ViralVault shows you why it worked — two scores, the full format anatomy, the spoken transcript, the engagement signals, and a hook writer to clone it. No guessing what to copy.
Two verdicts, not one
Every video is graded against the creator's own median and the niche median. 260× on both means the format is winning — not just a big account.
The structure, decoded
Hook → demo → payoff, broken down second-by-second — plus the underlying mechanism, the one key element, and the mistake to avoid.
Raw stats → real signals
Views, likes, shares and save-rate distilled into plain flags — Loved, High Engagement, Save-worthy, dual-high — so you read the verdict at a glance.
The words, verbatim
Spoken transcripts pulled from TikTok's own captions, on Pro and up — lift the pacing and phrasing, not just the first three seconds. Where no caption track exists, the field stays blank.
Score it. Steal it. Ship it.
Finding the heater is half the job. ViralVault walks you the rest of the way — from a scored video to a hook in your voice to a script you can shoot this afternoon.
Five angles, one click
Ready-to-shoot hooks generated from the winning structure — contrarian, listicle, POV, curiosity, meme. 3 a day free, 100 a day on Pro.
Topic to script, four steps
Pick a video and walk Topic → Research → Hook → Script. The research step reads the index, not a model — Dual High rates by hook and content type, sample sizes shown — so it costs nothing. 3 scripts a month free, unlimited on Pro.
From saved to shot
Pin specimens to boards as you dig, then start a script straight from any saved video. Nothing you find gets lost between sessions.
Then it turns around and scores you.
Your Scoreboard runs your own posts through the same math — every video against your own median, with the same state pills. TikTok and YouTube Shorts sit on separate tabs and are never averaged. Free shows your last 10 per platform; Pro keeps the full history.
Outperformers in your finance.finance.ai/tech.beauty.wellness.comedy.indie biz.
7.43×Controversial Take + Reframe
6.12×Dupe vs Original Reveal
5.21×Silent Tutorial · Text-Only
demo data — not customer results
Every niche, indexed.
23,000+ videos across 12 niches, scores and baselines recomputed daily, view counts on recent videos refreshed daily. The wall keeps growing — and we tag every tile so you only see what's actually outperforming.
7.43×6.12×7.43×5.21×6.12×7.43×0.74×7.43×5.21×0.74×1.12×1.12×3.87×5.21×3.87×2.42×0.74×2.42×1.12×0.74×6.12×2.42×5.21×3.87×3.87×5.21×5.21×0.74×2.42×0.74×5.21×5.21×1.12×2.42×2.42×2.42×5.21×1.12×6.12×1.12×2.42×6.12×3.87×3.87×2.42×5.21×2.42×3.87×2.42×6.12×Too many creators,
not enough signal.
ViralVault knows which creators consistently outperform two baselines and which are just coasting on follower count. Pin the real ones to a Watchlist — and on Pro, let an Automation sweep their new outliers into a board while you sleep, with a spend cap you set.
Pin the real ones
Free to check. $19 to go deep.
$0
3 daily scores · the full Chrome extension · 1 Creator Scout a month · no card.
$19/mo
Unlimited searches · both scores on everything · unlimited guided scripts · automations and reports.
$29/mo
Everything in Pro, plus the full Ads Intelligence suite.
Stop guessing what's on the algo.
Start scoring it.
3 free scores a day. Full Chrome extension. No card. Enough to check the scores against your own niche.