Blog
Tips, guides, and insights on YouTube content research.
YouTube Algorithm: Why Satisfaction Now Beats Watch Time
YouTube never published the 2025 satisfaction switch creators keep citing. What its help pages do say: relative watch time rules short videos, absolute watch time rules long ones — so your niche picks the number you are judged on.
100K Views, No Subscribers: The Metric You're Not Tracking
Most creators obsess over views. But the number that actually grows your channel is your view-to-subscriber conversion rate.
YouTube Tests New Creators Faster. Most Waste the Window.
A 4% CTR floor, a 50% retention pass mark, a 90-day testing window — none of these are YouTube's numbers. What YouTube publishes changes what you measure in your first 15 videos.
Niche vs Keyword: The Difference That Decides Your Growth
A keyword helps one video rank. A niche builds a channel. Here's why most creators confuse the two — and how it's costing them growth.
YouTube CPM by Niche: Why 100K Views Can Pay $300 or $1,500
Same views, different paycheck. Learn how YouTube CPM varies up to 15x by niche and where the real earning opportunities hide for small creators.