diff --git a/entities/entertainment/dropout.md b/entities/entertainment/dropout.md
index f28980ca..9980537d 100644
--- a/entities/entertainment/dropout.md
+++ b/entities/entertainment/dropout.md
@@ -21,6 +21,7 @@ Creator-owned streaming platform focused on comedy content. Reached 1M+ subscrib
 - **2024-08-01** — Profiled by Variety as part of emerging indie streaming category alongside Nebula and Critical Role
 - **2025-10-XX** — Reached 1M+ subscribers milestone
 
+- **2026-03-01** — CVL Economics analysis reveals 1M+ subscribers generating $80-90M revenue with 40-45% EBITDA margins and 40 full-time employees, achieving $3.0-3.3M revenue per employee. Platform maintains stable pricing for 3+ years, grandfathers legacy subscriber rates, encourages password sharing, and distributes profits to all contributors including unsuccessful auditionees. Estimated to have reached 50-67% penetration of total addressable market.
 ## Relationship to KB
 
 - [[creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers]]