Outlier research for YouTube creators

Your next hitalready existson YouTube.

AI tools for YouTube creators: niche research, AI script and title generator, AI thumbnail maker, and transcript-searchable video library.

YT Discovery finds outliers: videos doing 10x, 50x, even 165x better than their channel's normal. That gap is proof an idea works. Find one in your niche, make your version with AI titles and thumbnails, and publish knowing the demand is real.

500+ creators already growing their channels

An actual search in YT Discovery. Every number below is live data, not a mockup.

ytdiscovery.com/youtube-discovery
YT Discovery outlier search results showing videos scored up to 165x their channel average

The real problem

Talent is not your bottleneck. Picking ideas blind is.

Most channels stall for one reason: every upload is a bet placed with no data. Here is what that costs you.

You publish, then find out

A video takes 10 to 20 hours to script, film, and edit. Under the old way, you only learn if the idea was any good after all that work is spent.

Big-channel advice misleads you

A million views on a 5M-subscriber channel proves nothing for your channel. Raw view counts reward channel size, not idea quality.

Trend tools show you yesterday

By the time a topic hits a trending page, hundreds of creators are already on it. You need the signal before the crowd, not after.

⚡ 165x

Outliers flip the order: proof first, then production.

An outlier is a video performing far above what its channel normally gets: 10x, 50x, sometimes 165x its usual views. That gap is proof the idea itself pulls views, not the channel's size. YT Discovery finds those videos across all of YouTube, so you make your version of an idea that already works.

Inside the app

This is not a mockup. It is the product.

Every screenshot below is the live app with real data. Here is the exact workflow you get on day one.

Long-Form Outlier Finder

Search any topic. See what is already winning.

Type a keyword and get back the videos overperforming in that niche right now. Every result shows a score like 165x, meaning that video is doing 165 times better than its channel's normal video. High score, small channel: that idea works on merit, and it can work for you.

  • Scores use each channel's true median, so small channels get a fair read
  • Small Channel badges surface ideas anyone can replicate
  • Views per day shows you what is accelerating, not just what is big
Outlier Finder results showing videos scored 165x, 147x, and 72x above their channel average

Trending Niches

Fresh niches served daily, with the evidence attached.

Every day we synthesize breakout videos, trending charts, and live search behavior into named niches you can act on. Each one comes with proven breakout examples and ready-to-run searches, so you go from blank page to shortlist in minutes.

  • Niches backed by real breakout videos, not vibes
  • See the multiplier evidence: some breakouts hit 4000x their channel median
  • One click runs the search inside Outlier Finder
Trending Niches page showing hot niches with proven breakout evidence and suggested searches

Tracked Channels

Follow your competitors. Get pinged when they break out.

Add the channels in your lane and YT Discovery watches them for you. The moment one of their videos starts outperforming, you get an alert inside the app. You see the winning format while it is still early enough to make your own version.

  • Breakout alerts the moment a tracked video overperforms
  • One feed for every channel you compete with
  • Jump straight from an alert to similar titles and thumbnails
Tracked Channels alert feed showing breakout notifications from followed channels

Thumbnail Studio + AI Maker

Turn the proven idea into your video, fast.

Found a winner? Generate titles in its style, then build a scroll-stopping thumbnail with AI image generation. Upload references, remix what worked, and export publish-ready packaging without leaving the app.

  • AI titles and scripts tuned to the format that is winning
  • Thumbnails from prompts, templates, or reference images
  • Find similar titles and thumbnails from any video in one click
Thumbnail Studio showing AI-generated thumbnail options
Try It Free

Free plan included. No credit card required.

Features

Everything you need to grow

Four powerful tools, one unified workspace. From research to publishing, we've got every step covered.

YouTube Discovery

Find trending topics, analyze competitor content, and uncover high-potential video ideas with AI-powered search.

AI Maker

Generate scripts, titles, descriptions, and hashtags with AI that understands YouTube's algorithm and audience.

Thumbnail Studio

Create scroll-stopping thumbnails with AI image generation. Upload references, use templates, or start from a prompt.

Video Library

Save, organize, and annotate videos with full transcripts. Build a research library that fuels your content strategy.

How It Works

Three steps to better content

A streamlined workflow that takes you from idea to published video, faster than ever.

01

Search

Discover trending topics and high-performing content in your niche. Analyze what works and find your angle.

YouTube Discovery + Saved Videos
02

Create

Use AI to generate scripts, thumbnails, titles, and descriptions. Iterate with creative paths until it's perfect.

AI Maker + Thumbnail Studio
03

Publish

Export optimized thumbnails, copy-paste your title and description, add hashtags, and hit publish with confidence.

Export + Optimize

Creators on YT Discovery

The upload schedule feels different with proof behind it

From 2K-sub channels to established creators, the story repeats: less guessing, faster publishing, better swings.

I spent two years uploading whatever I felt like filming. First month using the Outlier Finder I found a glazing-mistakes format doing 40x on a channel smaller than mine. My version became my best video ever.
Best video ever in month 1
Elena R.
Pottery & ceramics channel, 8.2K subs
The true median scoring is the difference. Other tools kept showing me videos that were only big because the channel was big. This actually tells me when a small channel punches above its weight.
3 outlier-sourced uploads in a row
Priya S.
Personal finance, 23K subs
Trending Niches flagged budget travel hacks with the receipts attached, actual breakout videos I could study. I stopped brainstorming from zero. Now I start every week with a shortlist that took five minutes.
Idea time cut from hours to minutes
Dan K.
Budget travel, 4.1K subs
Tracked Channels is my quiet superpower. A competitor's video started breaking out on a Tuesday, I got the alert, and my take was live by Friday while the topic was still fresh.
First-mover on 2 breakout topics
Aaliyah R.
Senior health & wellness, 61K subs
I used to pay an editor friend to make thumbnails days later. Now I find a proven idea, generate the title, and have a thumbnail exported the same afternoon. The whole pipeline lives in one tab.
Publish cycle down from 2 weeks to 5 days
Tomas V.
DIY & home repair, 12K subs
As a tiny channel I assumed research tools were for people who already made it. The free plan let me search without even adding a card. Two of my last four videos came straight from outlier searches.
2 of last 4 videos from outliers
J
Jenna M.
Gardening shorts & long-form, 2.9K subs

Pricing

Simple, transparent pricing

Start free, upgrade when you're ready. No hidden fees, cancel anytime.

MonthlyYearly
Save 50%
Free
Keyless YouTube discovery: search free, forever
$0
  • Keyless YouTube Discovery: search & outlier scoring
  • 2 YouTube Maker projects
  • 20 saved videos
  • 10 live “fresh pulls” / mo for long-tail searches
  • AI text & thumbnails: bring your own key (free, unlimited)
Most Popular
Starter
Managed AI for growing creators, no keys to wrangle
$29/month
  • Everything in Free, plus:
  • 100 AI generations / mo (managed, no key needed)
  • 50 thumbnail generations / mo (managed)
  • 250 fresh pulls / mo
  • 10 YouTube Maker projects
  • 200 saved videos
  • Priority support
Pro
High-volume managed AI: go truly unlimited with your own key
$49/month
  • Everything in Starter, plus:
  • 1,000 AI generations / mo (managed)
  • 500 thumbnail generations / mo (managed)
  • 1,500 fresh pulls / mo
  • Unlimited projects & saved videos
  • Truly unlimited AI by adding your own key (BYOK)
  • Early access to new features

Common questions

Everything you are wondering, answered

Still unsure about something? Read the full FAQ.

What exactly is an outlier?

An outlier is a video performing far above what its channel normally gets. If a channel usually gets 2,000 views and one video hits 100,000, that video is a 50x outlier. The gap proves the idea itself pulls views, independent of channel size. YT Discovery finds these videos so you can make your own version of ideas with proven demand.

My channel is small. Will this actually help me?

Small channels benefit the most. Because scores compare each video to its own channel's normal performance, a breakout on a 500-subscriber channel scores just as loudly as one on a huge channel. We even badge results from small channels, since those are the ideas that clearly work without a big audience behind them.

Is this just copying other creators?

No. You are borrowing proof of demand, not content. An outlier tells you the topic and format resonate. Your version uses your voice, your footage, and your angle. This is the same research successful creators already do by hand for hours; the app does it in seconds.

How is the outlier score calculated?

We compare a video's views to its channel's median views (the typical middle value across that channel's recent videos). A 20x score means the video is doing 20 times the channel's normal. Using the median instead of the average keeps one mega-hit from skewing the baseline, so scores stay honest.

What do I get on the free plan?

Keyless YouTube discovery: search for outliers free, forever, without adding a credit card. Paid plans add managed AI features like title and script generation, thumbnail creation, and higher volume for creators who publish more.

Can I cancel anytime?

Yes. Plans are month to month with no contracts. Cancel in two clicks from your account settings and you keep access until the end of your billing period.

Your niche has outliers right now. Go find one.

Run your first search in under a minute. The free plan is free forever, needs no credit card, and searching is unlimited while you decide if the paid tools are worth it.

Find My First Outlier Free

Free forever plan. No credit card. Cancel paid plans anytime.