YouTube intelligence for media production houses: fund the channel that's beating its average
Ten channels, one spreadsheet, no comparable metric. OutlierKit puts every owned and competitor channel on the same scale, average views as a share of subscribers, so the next production budget goes to the channel that is actually winning.
Used by multi-channel media teams, studios and networks
What is YouTube intelligence for media production houses?
YouTube intelligence for media production houses means measuring every channel in a portfolio, and every competitor, by the same relative metric so budget decisions can be compared. The metric is reach ratio: average views as a share of subscribers, plus the share of videos beating that average. A 20,000-subscriber channel at 40% reach is a better bet than a 2 million subscriber channel at 2%.
It also means scouting formats across the categories the portfolio covers, and getting the data to the analysts who live in spreadsheets and Claude rather than in a dashboard. Media companies were the largest group of new OutlierKit teams in summer 2026, and this is the workflow they run.
The portfolio problem
Subscriber counts decide budgets in most media companies because they are the number everyone can see. But subscribers measure the past. A channel that grew to a million on a format that stopped working still has the million, and still gets the budget, while a newer channel doing ten times its average on a fresh format gets nothing.
The second problem is scouting. Each channel's producer watches their own category. Nobody sees that a format breaking out in one category is about to work in three others the company already owns.
OutlierKit gives the portfolio one scale and one scouting view.
Portfolio decisions, before and after
What changes when every channel is measured against its own average instead of by subscriber count.
Budget follows subscriber count
Budget follows reach ratio and outlier rate, the same scale for every channel
Each producer scouts their own category by hand
Format outliers across every category the portfolio covers, in one view
Competitor channels benchmarked once a quarter in a deck
Competitor set monitored continuously, refreshed on demand
Analysts rebuild the numbers in spreadsheets every month
The same data in Sheets and Claude through the API and the connector
How media teams use OutlierKit
Three workflows, from the portfolio benchmark to analyst access.
Every owned channel on one scale
- Reach ratio and outlier rate for every channel you own, side by side
- See which channels are beating their averages this quarter and which are coasting on old subscribers
- Add the competitor set for each category so the benchmark is external, not internal
- Monitor 50 or more channels on the Max plan with on-demand refresh
Channel Analysis in action. Click to explore the tool.
What is breaking out in each category this month
- Search any category the portfolio covers and see the videos beating channel averages, ranked
- Group them by format so a breakout in kids content or food is visible to the producers in other categories
- Catch the small channel doing twenty times its average before the format is everywhere
- Pull transcripts and comments to brief a producer without watching forty videos
Outliers in action. Click to explore the tool.
The same data in Sheets and in Claude
- Pull channel, video and keyword data into your own models through the API
- Let analysts ask Claude for a portfolio comparison and get OutlierKit's numbers back in the answer
- Automate a weekly outlier digest per category with the n8n template
- Keep one source of truth so the finance deck and the producer brief use the same figures
OutlierKit API in action. Click to explore the tool.
Works alongside the media measurement stack
OutlierKit is the relative-performance layer. The tools below measure reach, audience and revenue in absolute terms. Media teams use both.
| Your existing tool | What it does | What OutlierKit adds |
|---|---|---|
| Tubular Labs | Enterprise cross-platform video measurement and audience overlap | Per-channel outlier detection and reach ratio, self-serve, refreshed on demand |
| Social Blade, ViewStats | Public subscriber and view histories per channel | Which videos beat each channel's average, why, and what format they share |
| YouTube Studio and your BI stack | Owned-channel analytics and revenue | The external benchmark: every competitor on the same scale as your own channels |
Building the numbers into your own reporting? The API page documents every endpoint, and the MCP server page covers the Claude connector analysts use for ad hoc questions.
Do this yourself in Claude
Paste this prompt into Claude with the OutlierKit connector switched on. Replace everything in square brackets with your own niche, channel, or topic. Claude calls OutlierKit for you and writes back the answer.
We run these YouTube channels: [channel URLs]. Our competitors in the same categories are: [channel URLs]. Using OutlierKit, build a table with every channel's subscribers, average views, average views as a share of subscribers, and the share of the last 20 videos that beat the channel average. Rank all channels by reach ratio, tell me which of ours deserve more production budget next quarter and why, and name the format each top competitor is winning with.
- Tools Claude calls
- channels_get, channels_videos, outliers_search
- What it costs
- about 2 credits per channel. Every call is 1 credit, with no daily limits.
Plan requirement: the OutlierKit MCP connector is available on the Pro plan ($49 a month, 500 credits) and the Max plan ($199 a month, 2,000 credits) only. It is not included in Hobby ($29) or the free trial (10 credits). To connect it, open Claude, go to Settings, then Connectors, and add https://outlierkit.com/mcp. The full setup and all ten tools are on the OutlierKit MCP server page, and plans are compared on the pricing page.
How the data reaches your team
In the app
Run the workflows above in the browser, no setup.
Via the API →
Pull channel, video and keyword data into your own sheets and dashboards.
Via MCP →
Let Claude call OutlierKit while it drafts the brief, the shortlist or the titles.
Who this page isn't for
Production houses run a portfolio. If your job is different, one of these pages fits better.
YouTube intelligence for other roles
The same data answers different questions for different teams. Find your role below, or start from the complete guide to YouTube intelligence.
Competitor watchlists, angle detection, same-day production shortlists.
Roster benchmarking and format scanning by genre.
Research-backed YouTube programs across many clients.
Growth decomposition and diligence on channel acquisitions.
Pricing for media teams
Plans start at $29 a month (Hobby). Pro at $49 a month adds full Competitor Studio access, the API and the Claude connector. Production houses running a portfolio usually pick Max at $199 a month, which monitors 50 or more channels with on-demand refresh, enough for every owned channel and its competitor set. Every plan starts with a free trial, no credit card needed.
Frequently asked questions
How many channels can we monitor?
What is reach ratio and why use it instead of subscribers?
Can analysts get the data into our own reporting?
Does it cover categories outside English-language YouTube?
Is there a free trial?
Media-company channels, broken down
Full breakdowns of channels run by media companies rather than individual creators, with the format mix and reach ratio a portfolio can be measured against:
OutlierKit Channel Analysis
Tastemade
Food & travel
- Subscribers
- 1.9M
- Avg views
- 64.2K
- Total views
- 431.7M
OutlierKit Channel Analysis
Tasty
Food & recipes
- Subscribers
- 21.3M
- Avg views
- 938.7K
- Total views
- 6.4B
OutlierKit Channel Analysis
Complex
Culture & entertainment
- Subscribers
- 7.0M
- Avg views
- 460.0K
- Total views
- 2.5B
OutlierKit Channel Analysis
WatchMojo
Top 10 lists (faceless)
- Subscribers
- 25.8M
- Avg views
- 540.0K
- Total views
- 18.0B
Stats are from our most recent snapshot of each channel. For live numbers, outlier videos, and up-to-date revenue estimates, run a fresh analysis on OutlierKit →
See your whole portfolio on one scale in one demo
Book a 30-minute demo. We will benchmark your owned channels against their competitors live, show you which one is beating its average, and pull the formats breaking out in each of your categories.
Book a demo