A growing trend of generative AI-powered fan wikis is creating significant problems within the gaming community, flooding search engine results with inaccurate and often nonsensical information. These automated sites are pushing aside legitimate, fan-run wikis, leading to player frustration and a constant battle for publishers to maintain accurate resources.
This issue was recently highlighted when an editor researching the game Nighthawks encountered a wiki filled with fabricated details and irrelevant information about unrelated media. The site, which was not truly editable by users and only accepted corrections via email, listed non-existent companions and skills. Furthermore, it included details from the 1981 film and the Edward Hopper painting of the same name, despite their lack of relevance to the game.
An investigation into the Nighthawks wiki's domain revealed it was hosted on Spaceship, a service offering an AI website builder. This discovery led to the identification of numerous similar sites, many posing as wikis but lacking actual user-editability. These sites commonly target indie games with smaller player bases, precisely the kind of titles where fans are most likely to seek external help.
Tim Bender, CEO of publishing company Hooded Horse, confirmed this problem. Hooded Horse actively creates and maintains wikis for its games in collaboration with fans. However, the company has been forced to combat AI-generated sites that aggressively compete for search engine rankings. One such site, GameDB, which operates a collection of over 20 game wikis, was identified as using generative AI. Bender stated that these tools allow for the mass production of content designed to flood search results and capture traffic. Attempts to contact GameDB for comment were met with an error message.
The consequence for players is widespread confusion. Bender noted that players often report stumbling upon these inaccurate wikis, becoming disoriented, and questioning the validity of the information. This not only wastes players' time but also harms the reputation of legitimate fan wikis, as users may become wary of all fan-maintained resources.
FlamingMojo, a member of the Independent Game Wiki Network, has observed the proliferation of AI-created sites, particularly after new game releases. He explained that these inaccurate sites can deter players from seeking help on genuine wikis, even when the relevant pages have not yet been updated by human editors.
Fan wikis have long occupied a contested space, with large platforms like Fandom introducing their own AI features that proved unpopular due to inaccuracies. Independent wikis often struggle with search engine visibility, ranking below larger corporate sites. The low profitability of fan wikis, where contributors rarely earn money, exacerbates the issue when AI-generated sites emerge. The minimal potential for ad revenue is enough incentive for bad actors to mass-produce content and dominate search results.
Beyond inaccurate information and ad revenue, some AI sites pose additional risks. In at least one instance, a generative AI site directed users to download software flagged as potentially unsafe by malware scanners and associated with poor user reviews and paid subscriptions. Attempts to contact these sites for comment have generally gone unanswered.
Independent wikis also face technical challenges, including increased server costs due to AI crawlers. The Dune: Awakening Community Wiki, for example, experienced millions of requests from AI crawlers in a single month, significantly impacting site stability. Meta's crawlers, in particular, have been noted for their aggressive, unthrottled behavior.
FlamingMojo highlighted that independent gaming wikis are under pressure from multiple fronts: SEO competition from corporate and AI sites, and a threefold to tenfold increase in server costs attributed to AI impacts. Maintaining volunteer-led resources is difficult, though some wikis, like the Dune: Awakening Community Wiki, have found success by gamifying contributions and offering in-game rewards in affiliation with developers.
Bender concluded that generative AI tools have made it easier for malicious actors to saturate information spaces, crowding out accurate content that requires dedicated human effort. He sees this as a microcosm of a broader struggle against AI-generated misinformation.
However, there is a potential for fan wikis to be part of the solution. FlamingMojo suggested that community involvement, with many individuals contributing small efforts and fostering a sense of shared ownership, is the key to overcoming the challenges posed by AI-generated content pollution.