Benchmark data says the average paid community loses 51% of its members annually — and the churners never got far enough in to see the content.
A new Nature Human Behaviour study of nearly 82,000 learners puts a hard number on the thing no course creator ever audits: speed.
The biggest study of the profession says coaches charge a premium rate and still average under $50,000 a year. The arithmetic explains why.
Circle's 2026 survey data shows community operators quietly dismantling the live programming they once used to justify recurring pricing.
A new Wondery study of 3,000 podcast and video fans found that a single mention reads as an ad. Repetition reads as belief.
Ruzuku's 2026 platform data finds a 23-point completion gap between courses with active community and courses without. Completion is a revenue number.
Two separate studies put hard numbers on creator burnout — and the people worst affected are the ones who've been doing it longest.
A randomized trial in Brazil found AI study help made learning faster and remembering worse. That gap is your refund rate.
One platform opened its production database of 32,000+ courses. The quietest finding: most course discussion boxes have never been used once.
The largest creator survey CreatorIQ has ever run found most earn under $10,000 a year — and that pay still tracks follower count, not engagement.
Circle's 2026 Community Trends Report shows the live-first playbook unwinding — and the weekly call is the thing most memberships sell.
A new Cornell study of 78 creators found burnout isn't just common. It's structurally unspeakable — and that has a specific cost for anyone selling freedom.
A scrape of 146,271 Gumroad products shows where sellers cluster, where the money actually sits, and why the two barely overlap.
The industry's favorite proof that recurring revenue works is 18 months old, and the writer who stopped promising her subscribers anything explains why that matters.
A 2,000-person study found creative fatigue is the most common cause of creator burnout — and unpredictable income is the most damaging one.
The objection killing course conversions right now isn't price. It's availability. Four things a chat window still can't sell, and where to put them.
New platform data on 32,000 courses points to one structural decision that moves completion more than video quality, price or length.