{"id":7775,"date":"2025-07-19T08:32:08","date_gmt":"2025-07-19T08:32:08","guid":{"rendered":"https:\/\/www.newsbeep.com\/uk\/7775\/"},"modified":"2025-07-19T08:32:08","modified_gmt":"2025-07-19T08:32:08","slug":"ai-generated-reviews-on-steam-are-becoming-a-problem-copyleaks","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/uk\/7775\/","title":{"rendered":"AI-generated reviews on Steam are becoming a problem | Copyleaks"},"content":{"rendered":"

Steam reviews are a critical part of feedback gamers get about the best new games. But a report from the Copyleaks<\/a> research says there\u2019s an increase in suspicious AI-generated reviews that threaten Steam\u2019s integrity<\/a>.<\/p>\n

Valve\u2019s Steam is the world\u2019s largest digital distribution platform for PC games, with more than 171 million visits in April according to Similarweb. Copyleaks analyzes materials for signs of being created by AI rather than humans.<\/p>\n

In this ecosystem, user reviews aren\u2019t just feedback, they\u2019re essential to a game\u2019s visibility, sales, and reputation. But could AI be undermining this critical system?<\/p>\n

The Copyleaks research team conducted an analysis of a network of Steam users initially
flagged by Reddit<\/a> communities for suspicious, potentially AI-generated review activity. Below is a look at what Copyleaks found \u2013 but first, it\u2019s important to understand why user reviews matter so much on Steam.<\/p>\n

The Power of Steam Reviews<\/p>\n

\"\"Copyleaks found a lot of complaints about AI reviews. Source: Copyleaks<\/p>\n

Steam reviews play a key role in a game\u2019s visibility and discovery.
\u25cf Algorithmic Thresholds: Steam\u2019s algorithm begins to surface a game more prominently once it receives 10 user reviews. This milestone also unlocks a visible review summary (e.g., \u201cMostly Positive,\u201d \u201cMixed\u201d), which makes the game more discoverable in placements like the Discovery Queue.
\u25cf Lasting Impact: Hitting this threshold early can have a compounding effect. Even moderate engagement can lead to sustained visibility and traffic, especially if reviews remain positive. Reviews also serve as powerful social proof that shapes consumer decision-making.
\u25cf Trust in Numbers: Steam users often rely heavily on review volume and sentiment when deciding whether to purchase a game. A high number of positive reviews serves as social proof, signaling credibility and quality.
\u25cf Review Score Labels: Summary tags such as \u201cVery Positive\u201d or \u201cOverwhelmingly Negative\u201d are displayed prominently and can influence perception before a user even reads the actual reviews.<\/p>\n

The Emerging Issue of AI-Generated Reviews<\/p>\n

Despite robust guidelines covering abuse, spam, and off-topic content, as of May 2025, Steam\u2019s publicly available Subscriber Agreement currently does not appear to have any explicit policy against AI-generated reviews.<\/p>\n

Still, concern within the community is growing. Steam users have flagged numerous reviews that appear to lack genuine gameplay experience, personal context, or even basic relevance \u2013 common traits of generative AI output. This is occurring across Steam services<\/a>.<\/p>\n

It is also occurring on third-party sites and apps, like Reddit. In the last year, Copyleaks found dozens of posts on Reddit<\/a>, and hundreds of comments, related to AI-generated reviews on Steam.<\/p>\n

Copyleaks Analysis: Coordinated AI Review Activity<\/p>\n

Through a manual review, Copyleaks identified a pattern of suspicious accounts posting high volumes of formulaic, seemingly AI-generated reviews. What emerged was a kind of nesting-doll effect: one account posting an AI-generated review on a game often coincided with other accounts posting similarly structured, likely AI-generated reviews on the same titles.<\/p>\n

One notable example is the user +negative, who has published nearly 360 reviews since 2023. A significant portion of these reviews display common hallmarks of generative AI, including:
\u25cf Repetitive phrasing across different game genres
\u25cf Generic praise or criticism with minimal game-specific detail
\u25cf Absence of personal insight or gameplay anecdotes
Recent examples of these reviews include here<\/a>, here<\/a> and here<\/a>. <\/p>\n

Copyleaks first identified this account based on a review<\/a> for the game Dark Times from December 2024. The review was the target of a Reddit post titled, \u201cMost Blatant ChatGPT Review I\u2019ve Seen Yet.\u201d Copyleaks\u2019 analysis confirmed that the review is highly likely to be AI-generated.<\/p>\n

\"\"Copyleaks confirmed a number of cases about AI reviews on Steam. Source: Copyleaks<\/p>\n

According to Copyleaks\u2019 AI Logic analysis\u2014which evaluates specific phrases and patterns against its extensive library of AI- and human-generated content\u2014certain language in the review strongly indicates AI authorship. For example, the phrase \u201cfacing formidable adversaries\u201d is 682 times more likely to appear in AI-generated content, while \u201ccould involve navigating\u201d is 231 times more likely.<\/p>\n

To investigate further and assess potential network behavior, Copyleaks examined reviews<\/a> across several titles<\/a> reviewed by +negative and found additional examples<\/a> of likely AI- generated content. For instance, on the game Boom Buddy, which +negative reviewed recently, multiple other accounts also posted reviews that appeared to be AI-generated, per a Copyleaks review.<\/p>\n

Additionally, Copyleaks examined<\/a> other game pages where these accounts had posted and uncovered more suspicious reviews. On another title reviewed by one of the same accounts, Copyleaks identified the following likely AI-generated review.<\/p>\n

According to Copyleaks\u2019 AI Logic analysis, one phrase from this review is 416 times more likely to appear in AI-generated text than in human-written content. Final Thoughts
Steam reviews are key to how games are discovered, evaluated, and trusted on the platform.<\/p>\n

But with the rapid rise of generative AI, combined with the growing availability of botnet tools, this system faces some risk for inauthentic behavior. Copyleaks\u2019 research shows how potentially AI-generated reviews can slip through in an effort to manipulate user perception and artificially boost a game\u2019s visibility and interest, Copyleaks said. <\/p>\n

As the line between human and AI-written reviews blurs on all platforms, stronger detection tools and clearer policies will be essential to maintaining authenticity and, most importantly, trust, Copyleaks said.<\/p>\n","protected":false},"excerpt":{"rendered":"Steam reviews are a critical part of feedback gamers get about the best new games. But a report…\n","protected":false},"author":2,"featured_media":7776,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[554,4530,733,4308,4531,3121,86,56,54,55],"class_list":{"0":"post-7775","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-artificial-intelligence","8":"tag-ai","9":"tag-ai-generated-reviews","10":"tag-artificial-intelligence","11":"tag-artificialintelligence","12":"tag-copyleaks","13":"tag-steam","14":"tag-technology","15":"tag-uk","16":"tag-united-kingdom","17":"tag-unitedkingdom"},"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts\/7775","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/comments?post=7775"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts\/7775\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/media\/7776"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/media?parent=7775"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/categories?post=7775"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/tags?post=7775"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}