Blog
Tips, guides, and insights on YouTube content research.
YouTube Inauthentic Content Policy: Niche vs Template Risk
YouTube's inauthentic content policy wiped 4.7B views — but it targets template patterns, not AI. Niche selection decides template risk.
YouTube CTV: Why Niche Channels Win the Living Room
44%+ of US YouTube watch time now happens on connected TV. The living room rewards niche channels with episodic structure over broad feeds.
YouTube Playlists: Why They Rank Independently in Search
Most creators use playlists as folders. YouTube treats them as independent search entities. Here's what that gap means for channel growth.
YouTube Communities: Why Only Niche Channels Win
YouTube Communities lets subscribers post on your channel. For niche channels, that's an algorithm advantage. For broad channels, it's noise.
YouTube Hype: Why Only Niche Channels Can Use the Boost
YouTube Hype lets viewers boost small channels onto a leaderboard. But only niche creators with concentrated fans can collect enough hypes to rank.
YouTube Content Shelf Life: Why Your Niche Decides Longevity
Your niche determines whether a video works for 14 days or 2 years. Content shelf life is the growth axis most creators miss.
YouTube Not Interested: Why Hidden Feedback Kills Your Reach
YouTube's "Not Interested" clicks are invisible to creators but quietly shape your channel's reach. Here's how they work and why niche focus is your defense.
YouTube Niche Saturation: 3 Signals Your Niche Is Dying
Your niche is dying. Your views are still fine. That's the problem. Learn the 3 signals from YouTube's own system that reveal saturation early.
YouTube CTR Drop: Why Lower Clicks Mean More Growth
A dropping CTR isn't a thumbnail problem. It's the algorithm expanding your reach.