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Case StudyContent creation and YouTube · SaaS

Outlyr: turning YouTube data into a content strategy

Which videos work in a niche, and what can they teach you about your next upload? Outlyr combines channel research, performance data and AI ideas in one continuous SaaS workflow.

Product
Outlyr · tryoutlyr.io
Audience
YouTube creators, agencies and research teams
Focus
Data-informed content strategy
Reach
More than 500 content creators reached
tryoutlyr.io
Outlyr homepage with YouTube research, discovery and AI video ideas

Reach and product

From research to your next video idea

Reach

500+

Content creators reached

Already reached more than 500 content creators with Outlyr.

Workflow

4

Steps from research to video ideas

Create a niche, add channels, spot outliers, develop ideas.

AI assistants

MCP

Research through conversation

Outlier data, transcripts and niche statistics for supported AI assistants.

Inside the product

Dashboard and features in action

Understand YouTube data, spot successful formats and turn them into your next video idea.

app.tryoutlyr.io/dashboard

Dashboard

Last 30 days
Outlier distribution
How many tracked videos beat their channel average, bucketed by multiplier. 1,204 videos · last 30 days
1,204
videos
  • Viral
    10x and up
    38
  • Strong
    5x to 10x
    92
  • Above avg
    2x to 5x
    264
  • Average
    1x to 2x
    486
  • Below
    under 1x
    324
Publishing activity
Videos published by tracked channels · last 30 days
Wk 1Wk 2Wk 3Wk 4
Top viewsMost-watched videos · last 30 days
4.2M
Neil deGrasse Tyson on the Moon Landing
Starmus
3.1M
Dwarf Planets to Planet Scale
susballs
2.8M
Every Type Of Black Hole Explained
Bluntly Explained
1.9M
Returning From Mars Is Nearly Impossible
Universe Unfold
1.4M
A Mysterious Signal Is Targeting Earth
Journey Beyond Earth
980K
A Commercial Plane vs the Solar System
SolarBalls
Top outliersHighest scoring videos · last 30 days
97x
Every Type Of Black Hole Explained
Bluntly Explained
23x
Neil deGrasse Tyson on the Moon Landing
Starmus
18x
Dwarf Planets to Planet Scale
susballs
9.3x
Returning From Mars Is Nearly Impossible
Universe Unfold
7.1x
A Mysterious Signal Is Targeting Earth
Journey Beyond Earth
3.6x
A Commercial Plane vs the Solar System
SolarBalls
Latest drops
Recently published · last 30 days
Returning From Mars Is Nearly Impossible
Universe Unfold · 2h ago · 84K views
9.3x
A Mysterious Signal Is Targeting Earth
Journey Beyond Earth · 5h ago · 41K views
7.1x
Dwarf Planets to Planet Scale
susballs · 9h ago · 612K views
18x
A Commercial Plane vs the Solar System
SolarBalls · 14h ago · 228K views
3.6x
Neil deGrasse Tyson on the Moon Landing
Starmus · 1d ago · 1.2M views
23x
Every Type Of Black Hole Explained
Bluntly Explained · 2d ago · 2.8M views
97x
Channel leaderboard
Ranked by average outlier score · last 30 days
1Bluntly Explained7.7K subscribers42.1x
2Starmus7.9K subscribers23.4x
3susballs130K subscribers18.4x
4Universe Unfold34.2K subscribers9.3x
5SolarBalls2.14M subscribers4.8x
Swipe
Dashboard: video performance, outlier distribution and publishing activity in one view.
0.9x
12.4x
1.1x

Outlier Detection

Our algorithm analyzes every video on a channel and calculates an outlier score based on how it performs relative to the channel's average. A video with a 4.2x score got 4.2 times more views than the channel typically gets. This instantly shows you which content formats, topics, and titles resonate most with audiences. Color-coded badges (from green to purple) make it easy to spot viral hits at a glance.

76%
The Forest Queen
Minute Man Solar
North To Alaska

Background Sync

Once you add a channel, Outlyr automatically fetches all its videos. Syncing happens in the background with live progress tracking, so you can see exactly how many videos have been processed. When new videos are uploaded, they're picked up automatically on the next cycle. No manual work required.

Off Grid
12 channels
+9
True Crime
9 channels
+7
AI Tools
7 channels

Niches

Organize your tracked channels into niches by topic, competitor set, or campaign. Create an "Off Grid" niche for the channels you study, or a "Competitors" niche to keep an eye on everyone in your space. Niches let you compare outlier performance across an entire niche at once, giving you a bird's-eye view of what's working across your content landscape.

Shorts
Long-form
Last 30 daysLast 90 daysAll time
Min views
10K

Smart Filters

Filter by Shorts vs Long-form content, narrow down by date range (last 7 days, 30 days, 90 days, 1 year, or any custom range), sort by views, likes, comments, date, or outlier score. All filtering happens server-side for instant results, even when you're browsing channels with thousands of videos. Search through video titles to find exactly the content you're looking for.

9.1x
Copper Thieves Stole Our...
5.3x
How We Make Antimatter
4.2x
He Tricked Me Into This
2.8x
Bluey Phone Review

Video Dashboard

Every channel has its own dashboard with all videos displayed in a clean, browsable grid. Use infinite scroll to load more videos as you go, or switch to a horizontal scroll view. Each video card shows the thumbnail, title, publish date, view count, like count, comment count, and of course the outlier score. Click any video to view detailed stats or open it directly on YouTube.

Ideas from 9.1x outlier
"EV Charging Nightmare..."
"I Tested Every EV Charger..."
"The Hidden Cost of EVs"

AI Content Ideation

Turn data into your next viral video. Outlyr's AI analyzes your outlier videos, the ones that actually went viral, and generates fresh content ideas based on proven formats, title patterns, and topics. Instead of brainstorming from scratch, you're building on data from videos that already performed exceptionally well. Each idea includes the source outliers so you understand why it was suggested.

Six core features, from automatic sync to AI content ideas.

AI Content Ideation

Turn outlier data into new video ideas

AI Ideation: choose a strategy and develop video ideas with hooks and source references.

Balanced, New Angles and Title Tweaks offer different approaches for your next upload.

AI Ideation
One-click idea generation from top-performing videos
SimpleAdvanced
Balanced
Mix of trending & adjacent
New Angles
Fresh takes on proven topics
Title Tweaks
Optimize viral title hooks
AllLongShort
5101520
24h7d28d90d1yAll
Generate Ideas
Generated Ideas
"I Built an Off-Grid Cabin With $500"HIGH
Hook (first 5 seconds)
"Everyone said you could not build a livable cabin for $500. So I tried it."
Why it works
A bold budget claim plus a build-from-scratch payoff taps proven curiosity in this niche.
Built on 3 source outliersavg 4.2x
"I Survived a Week Off the Grid in Winter"Day one it's already minus 20, and most people tap out right here.
HIGH
"The Hidden Cost of Living Off-Grid"I added up six months of bills nobody warns you about.
MEDIUM
"I Turned a Shipping Container Into a Home"A bare steel box on Monday, a finished home by Sunday.
HIGH
"$1 vs $10,000 Camera: Can You Tell?"Same shot, same light. One of them costs a dollar.
MEDIUM

01

Content strategy

Understand the niche, then plan your next video

YouTube creators need more than a list of the most watched videos. They need to understand which topics, titles and formats perform particularly well relative to a channel’s usual results. Outlyr highlights these outliers and connects them to content planning.

The workflow has four steps: create a niche, add relevant channels, spot outliers and turn them into video ideas. Channels can be added through Explore, AI Discovery, a YouTube URL or the Chrome extension.

02

Data and dashboard

Compare video performance in the context of each channel

The outlier score compares a video’s views with its channel’s average. A score of 4.2x means a video received 4.2 times as many views as usual. This makes successful content visible even on smaller channels.

Niches group channels by topic. The dashboard shows videos, views and outlier scores, with filters for time range, Shorts and long-form content. Background sync keeps the tracked video data up to date.

  • Outlier detection relative to the channel average
  • Niches for topics and competitors
  • Filters for format, time range and video performance
  • Automatic background sync

03

AI and execution

From successful formats to concrete video ideas

AI Ideation develops new concepts from standout videos in a niche. Balanced, New Angles and Title Tweaks offer different approaches. Each suggestion includes a hook, a rationale and the source outlier videos.

MCP lets supported AI assistants such as Claude access outlier data, transcripts and niche statistics. Research can then continue in a conversation with an assistant.

From reference project to your system

Services behind the solution

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