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 aa29302d1..8767e7267 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
@@ -31,13 +31,13 @@ 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 (extend)
-*Source: [[2025-02-01-deadline-pudgy-penguins-youtube-series]] | Added: 2026-03-16*
+*Source: 2025-02-01-deadline-pudgy-penguins-youtube-series | Added: 2026-03-16*
 
 Pudgy Penguins chose to launch Lil Pudgys on its own YouTube channel (13K subscribers) rather than leveraging TheSoul Publishing's 2B+ follower distribution network. This extends the claim by showing that YouTube-first distribution can mean building a DEDICATED brand channel rather than parasitizing existing platform reach. The decision prioritizes brand ownership over reach maximization, suggesting YouTube-first is not just about platform primacy but about audience ownership architecture.
 
@@ -51,6 +51,12 @@ Pudgy Penguins chose to launch Lil Pudgys on its own YouTube channel (13K subscr
 
 Claynosaurz 39-episode animated series launching YouTube-first before selling to TV/streaming, co-produced with Method Animation (Mediawan). Nic Cabana 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.
 
+
+### Additional Evidence (confirm)
+*Source: [[2025-10-01-variety-claynosaurz-creator-led-transmedia]] | Added: 2026-03-19*
+
+Claynosaurz 39-episode animated series launching on YouTube first before selling to TV/streaming, co-produced with Method Animation (Mediawan). Nic Cabana 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/queue/2025-10-01-variety-claynosaurz-creator-led-transmedia.md b/inbox/queue/2025-10-01-variety-claynosaurz-creator-led-transmedia.md
index 709bdb43f..deb880f25 100644
--- a/inbox/queue/2025-10-01-variety-claynosaurz-creator-led-transmedia.md
+++ b/inbox/queue/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: 2026-03-19
+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 +49,14 @@ 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
+- Claynosaurz community has generated nearly 1B social views
+- Gameloft mobile game in co-development
+- Distribution strategy: YouTube first, then TV/streaming sales
+- Nic Cabana presented at VIEW Conference 2025
+- Claynosaurz plans internal incubator for creative teams
+- Shared achievement system integrating gaming, social media, collectibles, community