Most niche advice is opinion dressed as insight. This article uses two published sources — ClickAnalytic's report on 1.9 million YouTube channels and OutlierKit's published niche estimates — to examine where creator supply is concentrated and which smaller niches combine lower reported channel counts with stronger reported growth multipliers.
The useful question is not simply, “What is a good niche?” It is: where are creators already concentrated, and which smaller categories may deserve a closer look?
The platform-level picture
ClickAnalytic's report covers 1.9 million YouTube channels with at least 10,000 subscribers as of December 31, 2025. Its activity figure is platform-wide rather than niche-specific, so it should not be used to estimate active Music or Gaming channels separately.
Chart 1: Where creators are concentrated
Within ClickAnalytic's tracked dataset, two broad categories dominate.
Music (35.2%) and Gaming (31.4%) together account for 66.6% of the tracked creator base. Every other category in the dataset shares the remaining third.
This does not mean that every Music or Gaming sub-niche is equally crowded. Both are broad categories containing many formats, audiences and languages. But at the platform-category level, creator supply is heavily concentrated.
Chart 2: Smaller niches with lower reported channel counts
OutlierKit publishes estimates for competing channel count, RPM and a growth multiplier across selected YouTube niches. These figures are useful as directional signals, but the underlying dataset is not publicly reproducible, so they should be treated as candidates for further investigation rather than proof of opportunity.
The most interesting cluster is not necessarily the “winner.” It is the group worth investigating further: English learning, senior health, literary analysis and sleep soundscapes all combine relatively low reported channel counts with comparatively strong RPM estimates.
Chart 3: Estimated RPM by niche
RPM estimates indicate what creators may earn per 1,000 views after YouTube's revenue share. They do not show how easy it is to earn those views.
Four niches worth investigating further
Based on OutlierKit's published estimates, four niches stand out as useful candidates for deeper research. They are not guaranteed opportunities; they simply combine smaller reported creator pools with comparatively strong monetization or growth signals.
OutlierKit reports approximately 10,000 competing channels. The format also has evergreen potential because language-learning content can remain useful long after publication.
OutlierKit reports approximately 10,000 competing channels. The niche may benefit from a growing older audience, but medical accuracy and trust are critical barriers to entry.
OutlierKit reports approximately 20,000 competing channels. Long-form viewing may support substantial watch time, although copyright, repetition and production-quality issues still matter.
OutlierKit reports approximately 10,000 competing channels. The niche has evergreen potential and may appeal to publishers, audiobook platforms and education-focused advertisers.
The full comparison table
| Niche | Reported channels | Reported multiplier | RPM estimate | Relative supply | Source |
|---|---|---|---|---|---|
| English learning | ~10K | 21x | $11.88 | Lower | green |
| Senior health | ~10K | 19x | $6.17 | Lower | green |
| Literary analysis | ~10K | 8.7x | $9.15 | Lower | green |
| Sleep soundscapes | ~20K | 5.4x | $10.92 | Lower | green |
| Veteran stories | ~30K | 14x | $7.13 | Lower | green |
| Family court content | ~40K | 8.1x | $9.03 | Lower | green |
| Korean drama recaps | ~90K | 6.6x | $6.65 | Mid-range | amber |
| Homesteading | ~200K | 16x | $6.90 | Higher | amber |
| Weight loss | ~200K | 10x | $8.85 | Higher | amber |
| Betrayal stories | ~200K | 21x | $12.82 | Higher | amber |
| Gaming | ~597K* | Not reported | Not used | Very high | red |
| Music | ~669K* | Not reported | Not used | Very high | red |
*Calculated from ClickAnalytic's category shares of 31.4% and 35.2% applied to its 1.9 million-channel dataset. OutlierKit figures are its published estimates. “Relative supply” compares only the reported channel counts shown here and is not a platform-wide competition score.
What this still does not tell us
This article establishes the creator-supply side of the picture. It does not show how viewer demand compares with that supply.
A defensible supply-versus-demand study requires a fixed sample of active channels, a consistent time window, recent video-level view data and a transparent niche-classification method. That is the next step for Meteorra's research series.
Until that dataset exists, the honest conclusion is narrower: Music and Gaming dominate ClickAnalytic's tracked creator base, while several smaller niches in OutlierKit's published estimates appear to have far fewer competing channels and potentially attractive monetization signals.
Choosing a niche is only the beginning
Even in a smaller niche, viewers still need to understand immediately what a video is about and why it is worth watching.
Meteorra AI helps creators review titles, descriptions and topic alignment before publishing. It uses an internal analysis model based on established discoverability practices and the audience context supplied by the creator.
Meteorra's current internal score assigns:
These percentages describe Meteorra's own scoring model. They are not YouTube algorithm weights. The Topic Alignment check also measures whether the title, description and subject matter consistently communicate the same idea.
Try the YouTube Analyser →Coming next
Niche Supply vs Viewer Demand: Meteorra's Original YouTube Dataset
We plan to sample active channels across multiple niches, analyze recent video performance and publish the selection and classification methodology alongside the results.
Sources
- ClickAnalytic. YouTube Creator Statistics 2026. Dataset of 1.9 million YouTube channels with at least 10,000 subscribers. Data snapshot: December 31, 2025. clickanalytic.com/youtube-creator-statistics
- OutlierKit. 19 Most Profitable YouTube Niches 2026 (Real RPM Data). Channel counts, RPM figures and growth multipliers are OutlierKit's published estimates. outlierkit.com/blog/most-profitable-youtube-niches
Meteorra AI is a pre-publish optimization tool for YouTube, TikTok and Instagram Reels creators. Built by a solo founder, launched in 2026.