Hardware FixRecommendedDevice not working? Your driver may be the problemCheck updates for common hardware issues.Fix DriversOctober DealsAmazon USOctober deal check: compare before you payAmazon US: current deals, useful picks and tech finds.Check DealsSlow PC?RecommendedPC slow today? Run a repair scan before it gets worseResolve common Windows issues and optimize system performance.Scan Now×
Skip to content
The Finance Base
The Money Desk · Blog
Re:

Why Perkins Miller Believed Wiki Communities Would Stay Valuable in the AI Era

During his Fandom tenure, Perkins Miller argued that fan wikis offer shared identity, deep context, and exploration that quick answers cannot replace. Fandom’s business model and leadership change complicate that optimism.
From TheFinanceBase Team8 min to read
Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Perkins Miller’s case for wiki communities was that fans need more than quick answers: they want deep context, room to explore, and a place to contribute with people who share their interests. That was his strategic argument during his tenure as Fandom CEO—not a statement of the company’s current leadership. Fandom appointed Jay Sullivan CEO on February 4, 2026, after Miller left in October 2025.

What Miller meant by a wiki community

A fan wiki is more than a collection of pages hosted on a website. It is a subject-focused knowledge project where readers and contributors gather around a fictional universe, game, franchise, genre, or character. Members create and revise articles, discuss disputes, organize information, and maintain material that may grow more useful over time.

That gives a wiki three related functions: it is a reference for facts and practical guidance; a shared identity for people who care about the same subject; and a place to participate by editing, correcting, and organizing knowledge. Miller argued that communities form around shared values and interests, and that the platform should help members express and develop those interests. In a CEO.com interview, he described Fandom’s communities in those terms.

Why he was optimistic about specialized communities

Shared interest can create stronger identity

A broad social network accommodates many interests, but a specialized community starts with a common subject. Fans may care about a particular anime, role-playing game, horror series, or fictional world enough to build a lasting archive around it. Miller’s argument was that this connection can give a focused community a reason to return and contribute beyond the pull of a general-purpose feed.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Depth is different from a quick answer

A well-developed wiki can connect character histories, episode chronology, continuity debates, maps, game mechanics, and walkthroughs. That structure is useful when the reader’s goal is not simply to retrieve one fact but to understand how details fit together. Fan-maintained pages can also be incomplete or disputed, so depth is not the same as guaranteed accuracy or official authority.

Browsing can matter as much as searching

Miller contrasted a precise, transactional question with a fan’s exploratory visit. Someone lost in a complex game or trying to make sense of a fictional universe may not know exactly what to ask. They may follow links, compare entries, and discover a related character, mechanic, or event. He saw this open-ended browsing as a potential advantage over systems designed to return one direct answer. His interview presents that distinction as part of Fandom’s strategic case, not proof that wikis will retain traffic as search habits change.

A growing archive can reinforce itself—but only if the community works

The business hypothesis is that contributors create and correct useful material; the archive attracts readers; some readers become contributors; and a larger audience can support advertising, partnerships, and commerce. Revenue could then pay for product development and operational support. This cycle is not automatic: traffic does not establish that a wiki has active editors, good content, or healthy local governance.

Fandom’s platform and business strategy

During Miller’s tenure, Fandom presented itself as more than a wiki host. Its portfolio joined fan-maintained reference communities with media brands and commerce, aiming to serve people as they discovered a property, researched its lore or mechanics, read coverage, and considered a purchase. The portfolio Miller discussed included Fanatical, GameSpot, Metacritic, TV Guide, Giant Bomb, and GameFAQs. Fandom had sold Dungeons & Dragons Beyond to Hasbro before the interviews covered here.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Fandom’s reported scale varied by interview and date. Miller cited more than 200,000 wikis and about 45 million pages in one account; other descriptions cited more than 250,000 wikis and more than 350 million monthly visitors, while another interview referenced roughly 300 million monthly visitors and approximately 50 million pages. These are company- or executive-reported figures, not independently audited measurements in the cited material, and differences may reflect dates or counting definitions. Miller’s interview and Fandom’s January 2025 leadership announcement provide examples of those claims.

What the model included

  • Community knowledge: Editing, discussion, revision, and maintenance of subject-specific wikis.
  • Discovery and media: Related editorial brands and cross-linking intended to help fans find coverage and adjacent interests.
  • Commerce: Fanatical’s gaming e-commerce business.
  • Audience insights: FanDNA and FanDNA Helix were described as ways to organize interests and identify connections among fandoms for advertisers and partners.

Miller described Fandom’s historical revenue mix as approximately 80% advertising and 20% e-commerce, primarily video-game sales through Fanatical. That was an executive estimate in an interview, not a current financial statement. The model’s basic trade-off is clear: free access and operations can be supported by monetization, while advertising, page design, and data practices can make reading or editing less pleasant.

Fandom’s January 2025 announcement named Regine Weiner to oversee community and commerce responsibilities that included creator engagement, trust and safety, user experience, and Fanatical. The appointment showed that community operations were being treated as an executive remit, rather than only as a matter of providing hosting infrastructure. Fandom’s announcement describes those responsibilities.

How Fandom differs from other fan platforms

Miller named Reddit, IMDb, Twitch, and Rotten Tomatoes as rough comparison points, while acknowledging that Fandom overlaps only partly with each. The distinctions below describe the services’ primary value, not an exhaustive comparison.

Free tools Windows power users keep installed

One-click scans. No signup required.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.
Platform type Primary value Fandom’s claimed distinction
Reddit-style communities Conversation and social discussion More structured, persistent knowledge
IMDb-style databases Credits and catalog information Detailed fan-maintained lore and fictional-world information
Twitch-style platforms Live creator and audience interaction Reference, exploration, and asynchronous contribution
Wikipedia-style projects General-purpose encyclopedic knowledge Entertainment and gaming specialization
Official franchise sites Canonical announcements and promotion Broader community-maintained coverage, which is not necessarily official canon

The defensible claim is that Fandom occupied an overlapping position across structured knowledge, fan discovery, participation, and commerce—not that it replaced these other services.

Why Miller thought AI would not make wikis obsolete

Miller acknowledged the risk that AI answer engines could summarize information without sending a reader to the site that hosts it. That is especially serious for pages whose value is a single, easily stated fact. His counterargument was that many fan visits are not simple lookups: readers may want to explore a subject, follow context across entries, learn a game system, or participate in a community.

He also discussed organizing Fandom’s material through taxonomies and ontologies so it could support future AI utilities. That describes a strategic direction and expectation. The interview does not establish that Fandom’s AI products, licensing practices, traffic performance, or AI-related revenue succeeded.

The outcome depends on the use case and the deal between platforms and contributors. AI could help people discover material or navigate a large archive; it could also answer questions using community-created material without bringing readers back. Whether that creates value for the community depends on product design, attribution, consent, and how benefits are shared. Fandom’s February 2026 CEO announcement placed AI among the company’s priorities, but does not, by itself, establish a specific policy for contributors’ content. The announcement describes the new leadership phase.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Support on Ko-Fi

The unresolved governance and business tension

Fandom’s commercial model and a wiki’s community mission can overlap, but they are not identical. A company may seek more page views, longer sessions, advertising yield, cross-promotion, and structured data. Editors may prioritize readability, stable tools and URLs, editorial independence, local control, and a credible option to migrate. The fact that a platform hosts a community does not settle who has authority over design, moderation, data, or major product changes.

  • Contributor influence: Volunteer or semi-voluntary work can create substantial value, while the host controls the infrastructure and monetization. A central question is how much say contributors have in decisions that affect their work.
  • Quality and authority: A fan wiki may mix official canon, licensed information, community consensus, interpretation, and speculation. Readers should distinguish those categories and check disputed or high-stakes claims against an authoritative source.
  • Moderation: Rules can address harassment, trolling, vandalism, spoilers, offensive material, copyright complaints, and conflicts about canon. Enforcement can itself be contentious, especially when global platform standards meet local community norms.
  • Platform dependence: A large audience may be valuable, but communities can prefer independent hosting or want more control over content and policy. Migration also raises practical questions about identity, content, and search visibility.
  • Commercial transparency: Advertising, sponsorship, data products, and commerce relationships affect trust. A platform’s success does not necessarily mean every community likes its design or policies.

Miller’s framework for a successful community combined a shared subject, tools for expression and contribution, authenticity and utility, moderation, and room for self-governance. He also recognized that a gaming wiki, anime wiki, and chronology project may need different tools and norms. Self-governance, however, does not eliminate platform-level rules or control.

What changed after Miller’s tenure

The Verge reported Miller’s departure in October 2025, amid restructuring and missed revenue targets reported by the publication. That report does not establish that his community thesis failed; a leadership change alone cannot prove why a strategy succeeded or fell short. The Verge’s report covers the departure.

Fandom appointed Jay Sullivan CEO on February 4, 2026. Its announcement framed the next phase around changing discovery behavior, AI, fan engagement, data, and platform products. Miller’s optimism is therefore best read as a historical position during his Fandom tenure, not the company’s current leadership view. Fandom’s announcement names Sullivan and sets out that strategy.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

How to judge whether the thesis holds

Visitor totals alone cannot show whether a wiki community is durable or useful. A more complete assessment would distinguish monthly readers from returning readers, registered users, active editors, administrators, moderators, and discussion participants. It would also ask whether information is accurate and current, whether the platform is usable, and whether contributors have meaningful influence.

  • Community durability: Do contributors remain active, and can the project maintain its content?
  • Usefulness and trust: Can readers find organized, current material and tell canon from interpretation?
  • Local autonomy and safety: Can communities set workable norms while addressing abuse and disputes fairly?
  • Platform quality: Are pages readable, accessible, fast, and usable on mobile?
  • Economic sustainability: Can the platform fund hosting, engineering, moderation, and support without undermining the experience?
  • AI and data governance: Does AI improve discovery, or primarily extract value? Are data and commercial practices understandable?
  • Contributor legitimacy: Do editors have a voice in major changes, and can a community leave without losing its identity or work?

A large wiki may attract substantial traffic but have few active contributors; a small one may be indispensable to a dedicated group without being commercially large. Those cases matter because audience reach, community health, and business performance are related but distinct measures.

Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.

More post from the Money Desk

  1. The Money DeskBlogTheFinanceBase09 OCT 267 minMortgage Escrow FAQs: Taxes, Insurance, Shortages, and Refunds
  2. The Money DeskBlogTheFinanceBase09 OCT 265 minHow Mortgage Escrow Accounts Work and What Homeowners Pay For
  3. The Money DeskBlogTheFinanceBase09 OCT 265 minHow to Read a Stock Chart, Volume and Market-Cap Data
Recommended PC Tool
Recommended PC Tool
Windows Errors? Fix Them Before They SpreadFree repair scan
Crashes, No Sound, or Screen Glitches?Free driver scan

Two free Windows tools

One Free Minute Could Fix That PC

Before you go - each of these free tools takes about a minute and tackles what quietly slows a Windows PC down.

Special offer. View Outbyte info, uninstall instructions, EULA, and Privacy Policy.