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 8f4aa796..a7137d03 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
@@ -35,6 +35,12 @@ This is one data point from one studio. The claim is experimental because it's b
 
 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*
+
+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.
+
 ---
 
 Relevant Notes:
diff --git a/inbox/archive/2025-02-01-deadline-pudgy-penguins-youtube-series.md b/inbox/archive/2025-02-01-deadline-pudgy-penguins-youtube-series.md
index 8940fc62..c0ffc66b 100644
--- a/inbox/archive/2025-02-01-deadline-pudgy-penguins-youtube-series.md
+++ b/inbox/archive/2025-02-01-deadline-pudgy-penguins-youtube-series.md
@@ -7,9 +7,13 @@ date: 2025-02-01
 domain: entertainment
 secondary_domains: [internet-finance]
 format: article
-status: unprocessed
+status: enrichment
 priority: medium
 tags: [pudgy-penguins, lil-pudgys, youtube, animated-series, thesoul-publishing, community-ip-distribution]
+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
@@ -49,3 +53,12 @@ PRIMARY CONNECTION: [[entertainment IP should be treated as a multi-sided platfo
 WHY ARCHIVED: Secondary source confirming Lil Pudgys launch details; the 13K→millions trajectory data point.
 
 EXTRACTION HINT: Use as supplementary evidence. The primary archive for the Lil Pudgys quality tension is `2025-02-01-animation-magazine-lil-pudgys-launch-thesoul.md`.
+
+
+## Key Facts
+- Pudgy Penguins YouTube channel had 13,000 subscribers at Lil Pudgys series launch (Spring 2025)
+- Lil Pudgys series: 1,000+ minutes of animation, 5-minute episodes, 2/week release cadence
+- TheSoul Publishing: 2B+ social media followers, known for 5-Minute Crafts
+- Pudgy Penguins retail metrics at announcement: $10M+ toy sales, 2M+ units, 3,100+ Walmart stores, 7,000+ retail locations
+- Pudgy Penguins GIPHY views surpassing Hello Kitty and Pokémon (50B+ by announcement date)
+- By 2026, Lil Pudgys episodes garnering millions of views per episode (per DappRadar)