extract: 2026-03-02-transformativeworks-ao3-statistics-2025-update

Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>

domains/entertainment/fanchise management is a stack of increasing fan engagement from content extensions through co-creation and co-ownership.md

@@ -53,6 +53,12 @@ The engagement ladder has an unmodeled implication: as fans climb toward co-crea
 
 The engagement ladder has an unmodeled implication: as fans climb from consumption to co-creation (becoming writers), they develop stronger AI resistance, not weaker. Writers showed 83.58% representation among AI opponents despite being only 57% of sample, and veteran writers (10+ years) showed strongest resistance. This suggests the co-creation tier of the engagement ladder creates identity investment that makes participants defend their creative role against AI replacement, which has design implications for community IP strategies.
 
+
+### Additional Evidence (extend)
+*Source: [[2026-03-02-transformativeworks-ao3-statistics-2025-update]] | Added: 2026-03-19*
+
+AO3 represents the co-creation rung at extreme scale without the ownership component. 17M+ works across 77K+ fandoms with 10M registered users demonstrates that co-creation engagement can reach massive scale purely through community cohesion and shared infrastructure, independent of financial ownership stakes. This provides a boundary condition: ownership may accelerate growth but is not required for sustained co-creation at scale.
+
 ---
 
 Relevant Notes:

domains/entertainment/the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership.md

@@ -308,6 +308,12 @@ Dropout's behavior confirms the loss-leader prediction: they maintain identical
 
 AO3 reached 17M+ works and 879M weekly page views (125M daily) with zero editorial curation, using only folksonomy tagging and community self-selection (kudos, bookmarks, comments as social signals). The platform grew 22% year-over-year in 2025 despite being 17 years old, demonstrating that community filtering scales without quality gatekeeping. AO3's 'Don't Like, Don't Read' policy with tag-based discoverability proves community-filtered content can achieve massive scale.
 
+
+### Additional Evidence (confirm)
+*Source: [[2026-03-02-transformativeworks-ao3-statistics-2025-update]] | Added: 2026-03-19*
+
+AO3 demonstrates community-filtered IP at massive scale (17M+ works, 879M weekly page views) with zero editorial curation. The platform uses folksonomy tagging and social signals (kudos, bookmarks, comments) for discoverability instead of quality gates. 22% year-over-year traffic growth in 2025 shows community filtering scales without degrading as the archive grows. The 'Don't Like, Don't Read' policy proves that parallel narratives can coexist when community self-selection replaces editorial authority.
+
 ---
 
 Relevant Notes:

inbox/queue/2026-03-02-transformativeworks-ao3-statistics-2025-update.md

@@ -7,13 +7,17 @@ date: 2026-03-02
 domain: entertainment
 secondary_domains: []
 format: article
-status: unprocessed
+status: enrichment
 priority: medium
 tags: [ao3, fanfiction, community-governance, collaborative-fiction, scale, statistics]
 processed_by: clay
 processed_date: 2026-03-18
 enrichments_applied: ["the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership.md", "fanchise management is a stack of increasing fan engagement from content extensions through co-creation and co-ownership.md"]
 extraction_model: "anthropic/claude-sonnet-4.5"
+processed_by: clay
+processed_date: 2026-03-19
+enrichments_applied: ["the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership.md", "fanchise management is a stack of increasing fan engagement from content extensions through co-creation and co-ownership.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Content
@@ -69,3 +73,15 @@ EXTRACTION HINT: Focus on the no-curation model + scale as evidence for the gove
 - AO3 experienced a July 2025 database outage requiring bookmark migration
 - AO3 has approximately 700+ volunteers serving as tag wranglers, support staff, and coders
 - AO3 was founded in 2008 by the Organization for Transformative Works
+
+
+## Key Facts
+- AO3 had 17,020,000+ fanworks as of March 2, 2026
+- AO3 spans 77,100+ fandoms
+- AO3 reached 10 million registered users in January 2026
+- AO3 recorded 879 million page views in the first week of 2026 (~125 million daily)
+- AO3 recorded 5 million comments in December 2025, a first-time milestone
+- November 2025 generated 146.6 million MORE weekly page views than November 2024 (22% growth)
+- AO3 traffic peaks on Sundays (UTC) and dips Thursday-Friday
+- AO3 has approximately 700+ volunteers
+- AO3 was founded in 2008 by the Organization for Transformative Works