Steam Games With AI Disclosure Get Fewer Reviews, Data Suggests
The correlation suggests the disclosure label may influence player behavior, but the analysis does not prove causation, leaving open questions about how AI disclosure affects trust and purchasing decisions on Steam.
Reporting from 1 sources: Automaton.
A data analysis by Game Oracle founder Ross Burton found that Steam games with an "AI Generated Content Disclosure" tend to have fewer reviews and lower positive review rates than games without the label. The report, published in December 2025 and recently highlighted by DualShockers, analyzed nearly 10,000 paid games released in 2025. Games with the disclosure had a median of 4 reviews versus 7 for those without, and a median positive review rate of 84.6% compared to 88.3% for games with 100 or more reviews.
Valve introduced the AI Generated Content Disclosure requirement in January 2024, after initially taking a cautious stance on generative AI in games. Since then, the number of games on Steam with the label has surged: about 2,200 in 2024, roughly 4,700 in 2025, and a similar number so far in 2026. As of writing, around 20,000 titles carry the disclosure. Ross Burton, founder of game market analysis site Game Oracle, analyzed 9,879 paid games released from January to October 2025, of which 17.9% had the disclosure. His report found that games with the label had a lower median review count and a higher share of zero-review titles. Among games with at least 100 reviews, the median positive review rate was 84.6% for AI-disclosed games versus 88.3% for those without. Burton noted that the difference in review counts is likely not solely due to the disclosure itself, but the data points to a measurable gap in player engagement.
Synthesized by Yomimono from the 1 cited source below, including Japanese-language reporting where cited, then editorially reviewed before publishing.