diff --git a/domains/entertainment/youtube-first-distribution-for-major-studio-coproductions-signals-platform-primacy-over-traditional-broadcast-windowing.md b/domains/entertainment/youtube-first-distribution-for-major-studio-coproductions-signals-platform-primacy-over-traditional-broadcast-windowing.md
index 8f4aa796c..96bf19d5d 100644
--- a/domains/entertainment/youtube-first-distribution-for-major-studio-coproductions-signals-platform-primacy-over-traditional-broadcast-windowing.md
+++ b/domains/entertainment/youtube-first-distribution-for-major-studio-coproductions-signals-platform-primacy-over-traditional-broadcast-windowing.md
@@ -31,10 +31,16 @@ This is one data point from one studio. The claim is experimental because it's b
 
 
 ### Additional Evidence (extend)
-*Source: [[2025-06-02-kidscreen-mediawan-claynosaurz-animated-series]] | Added: 2026-03-15*
+*Source: 2025-06-02-kidscreen-mediawan-claynosaurz-animated-series | Added: 2026-03-15*
 
 The Claynosaurz-Mediawan co-production will launch on YouTube first, then sell to TV and streaming buyers. This inverts the traditional risk model: YouTube launch proves audience metrics before traditional buyers commit, using the community's existing social reach (~1B views) as a guaranteed launch audience. Mediawan brings professional production quality while the community provides distribution validation, creating a new risk-sharing structure where platform distribution precedes rather than follows traditional media deals.
 
+
+### Additional Evidence (confirm)
+*Source: [[2025-10-01-variety-claynosaurz-creator-led-transmedia]] | Added: 2026-03-16*
+
+Claynosaurz 39-episode animated series launching on YouTube first before selling to TV/streaming buyers, co-produced with Method Animation (Mediawan). Nic Cabana explicitly frames this as 'already here' not speculative, with community's 1B social views creating guaranteed algorithmic traction that studios pay millions to achieve through marketing.
+
 ---
 
 Relevant Notes:
diff --git a/inbox/archive/2025-10-01-variety-claynosaurz-creator-led-transmedia.md b/inbox/archive/2025-10-01-variety-claynosaurz-creator-led-transmedia.md
index 709bdb43f..b3852a0f9 100644
--- a/inbox/archive/2025-10-01-variety-claynosaurz-creator-led-transmedia.md
+++ b/inbox/archive/2025-10-01-variety-claynosaurz-creator-led-transmedia.md
@@ -7,9 +7,13 @@ date: 2025-10-01
 domain: entertainment
 secondary_domains: []
 format: article
-status: unprocessed
+status: enrichment
 priority: medium
 tags: [claynosaurz, creator-led, transmedia, youtube-distribution, community-first]
+processed_by: clay
+processed_date: 2026-03-16
+enrichments_applied: ["youtube-first-distribution-for-major-studio-coproductions-signals-platform-primacy-over-traditional-broadcast-windowing.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Content
@@ -45,3 +49,11 @@ Variety article on Nic Cabana's VIEW Conference presentation on Claynosaurz's cr
 PRIMARY CONNECTION: progressive validation through community building reduces development risk by proving audience demand before production investment
 WHY ARCHIVED: Evidences the YouTube-first distribution model as operational (not theoretical) — community as marketing engine for platform-based distribution
 EXTRACTION HINT: The key insight isn't the YouTube distribution per se but the COMMUNITY→ALGORITHM dynamic: pre-existing community creates launch traction that normally costs millions in marketing. This is a specific mechanism claim.
+
+
+## Key Facts
+- Claynosaurz has 39 x 7-minute animated episodes in production
+- Method Animation (Mediawan) is co-production partner
+- Gameloft is co-developing mobile game
+- Community has generated nearly 1B social views
+- Nic Cabana spoke at VIEW Conference on 2025-10-01