Outlier research for serious creators

The Fastest Way to Get More Views on YouTube

Find data-backed ideas, generate viral thumbnails, and craft winning titles.

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8Kvideos scored
242channels tracked
33niches mapped
>100xtop outlier found

Why outliers

View counts lie.

View counts lie. A video with 500K views sounds impressive until you realise the channel averages 2 million. That's an underperformer. But 500K views on a channel averaging 50K? That's a video worth studying.

vidfora scores every video against its own channel's median, so the feed only shows ideas that genuinely overperformed — the 1-in-10 videos worth reverse-engineering.

500K views · channel averages 2M

Sounds big. Actually an underperformer.

0.3x

500K views · channel averages 50K

A true breakout. Study everything about it.

10x

outlier score = views ÷ channel median views, same format

Features

Everything you need to engineer your next hit

Research what's already working, then package your version with thumbnails and titles built to win the click.

Outlier Database

Search millions of videos ranked by outlier score — views relative to each channel's median, not raw counts. Filter by niche, format, views, subs, and age to surface ideas that are proven to break out.

Explore Outliers Free

Niche Explorer

Browse curated niches to see which topics are heating up right now. Spot the channels punching far above their weight and reverse-engineer what's working in any corner of YouTube.

Explore Niches Free

Thumbnail Preview

Drop your thumbnail into a pixel-perfect YouTube mockup — home feed, sidebar, and search — next to real competitors. Know it stands out before you hit publish.

Preview Thumbnails Free

AI Title Generator

Generate title variations modeled on the patterns of proven outliers. Punchy, curiosity-driven, and tuned to your topic — pick a winner instead of guessing.

Generate Titles Free

Thumbnail Search

Browse a wall of proven thumbnails and jump from any one to its visual lookalikes — same palette, same composition, same energy. Decode the packaging styles your niche actually clicks.

Search Thumbnails Free

Thumbnail Studio

Turn a topic into ready-to-shoot thumbnail concepts — subject, composition, text overlay, and color direction — then preview each one against real competitors before you open Photoshop.

Open the Studio

Tracked Channels + Alerts

Organize competitors into folders and watch their best performers in one aggregated feed. Set 2x, 5x, or 10x alert thresholds and see every new breakout since your last visit.

Track Competitors Free
LIVE

Live Channel Analyzer

Paste any YouTube channel and get a live outlier breakdown in seconds — median views, top performers, and every video scored against the channel's own baseline. No API key required.

Analyze Any Channel

Pricing

Start free. Scale when you do.

Every plan includes the outlier database. No credit card required to start.

Free

$0

Get a feel for outlier research

  • 10 searches per day
  • 1 saved board
  • Outlier database access
  • Niche explorer
Try for Free

Basic

$29/mo billed annually

$349/yr, or $49/mo billed monthly · Save $239/yr vs monthly

  • Unlimited search
  • Unlimited saved boards
  • Thumbnail search
  • Full filters & sorting
Get Basic
Most Popular

Pro

$69/mo billed annually

$828/yr, or $89/mo billed monthly · Save $240/yr vs monthly

  • Everything in Basic
  • 1,000 AI credits/month
  • AI thumbnails & titles
  • Priority support
Get Pro

Enterprise

Custom

For teams and agencies

  • Team seats
  • API access
  • Custom data exports
  • Dedicated onboarding
Contact Sales

FAQ

Frequently asked questions

What is an outlier score?

A video's views divided by its channel's median views for the same format (long-form vs Shorts are scored separately). A 7.1x score means the video did 7.1 times better than the channel typically does — that's the signal a topic or packaging idea is worth studying, regardless of channel size.

Do I need a YouTube API key?

No. vidfora ships with a continuously-refreshed dataset of scored videos across many channels, and the Live Channel Analyzer fetches fresh channel data on the server — no API keys or quotas to manage.

Why not just sort by view count?

Raw views mostly measure channel size, not idea strength. A million views on a ten-million-subscriber channel is a quiet day; a million views on a fifty-thousand-subscriber channel is a breakout. Outlier scores normalize for the channel so you only see ideas that genuinely overperformed.

Can I cancel anytime?

Yes. Plans are month-to-month and you can cancel in one click — you keep access through the end of your billing period. The Free plan never expires and needs no credit card.

Is my data private?

Yes. Your saved boards, tracked channels, and searches are tied to your account and never shared. The outlier dataset is built from publicly available YouTube data.

Your next viral video is already out there.

Stop guessing what to make next. Search the outlier database and find the ideas your audience already proved they want.

Try for Free

No credit card required