diff --git a/entities/entertainment/dropout.md b/entities/entertainment/dropout.md
index 9980537d..13fc8038 100644
--- a/entities/entertainment/dropout.md
+++ b/entities/entertainment/dropout.md
@@ -22,6 +22,7 @@ Creator-owned streaming platform focused on comedy content. Reached 1M+ subscrib
 - **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.
+- **2026-03-01** — CVL Economics analysis reveals Dropout operates at 40-45% EBITDA margins on $80-90M annual revenue with 40 employees, producing $3.0-3.3M revenue per employee. May have reached 50-67% penetration of total addressable market globally with 1M+ subscribers.
 ## Relationship to KB
 
 - [[creator-owned-streaming-infrastructure-has-reached-commercial-scale-with-430M-annual-creator-revenue-across-13M-subscribers]]