Public Steam disclosure research25,380 disclosures tracked
Where do games disclose AI use?
Search developers’ Steam disclosures, compare classified AI use across
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This index adds cross-game classifications and statistics to
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Groups reflect automatic analysis of public disclosures; mature records are excluded. These counts do not measure AI use across all of Steam.
Missing or unclear statements cannot establish whether a game uses AI.
As a solo project, Vibin & Survivin leverages AI assistance for asset design, audio generation, and coding support. This allowed me to punch above my weight class as a single developer and focus on crafting tight, responsive action-roguelike gameplay!
Generative AI was used to assist in the creation of a small number of pre-generated sound effects. All AI-assisted audio was reviewed and curated by the developer. No generative AI is used during gameplay, and the game does not generate content in real time.
The Last Color was created with the assistance of AI-powered software in several areas of production, including technical development, early-stage ideation, visual experimentation, and selected artwork. These tools were used only as part of the development process. All content available to players is pre-made, and no artificial intelligence is used to create or modify content while the game is running.
AI was used only to generate the music and sound effects for BitBeasts. No AI was used to generate the game's visual assets, gameplay systems, code, or other core game content.
Generative AI tools were used during development to assist with portions of debugging and gameplay balancing. All AI-assisted output was reviewed, modified, tested, and integrated by the developer. The game does not connect to generative AI services or generate AI content during gameplay.
Generative AI tools were used during development to assist with some pre-generated 2D artwork, text editing, localization, and development support. All AI-assisted content was reviewed, edited, and approved by the developer before being included. The game does not generate AI content during gameplay.
Some of our art (not all) began as generative drafts made with AI tools, then heavily reworked by hand to fit the game's look. Everything else, story, music, game design and level design is human-made (with love).
Generative AI tools were used during development to assist with programming and code generation, and to create or refine certain pre-generated visual assets, including promotional artwork and selected in-game UI and art assets. All AI-assisted code and assets were reviewed, tested, and edited by the developer before inclusion. The released game does not generate content or code during gameplay and does not connect to external AI services.
During development, as a solo developer, Claude Code was especially helpful for debugging, development and testing. There is no LLM usage within Frontier Protocol and no external connection is required to play Frontier Protocol.
Some of the visual assets in this game including character key art, promotional images, and certain 3D art were created with the assistance of generative AI tools during development. All AI-generated content was reviewed, edited, and integrated by the developer. No generative AI is used at runtime; nothing is generated live while you play. All gameplay, code, and design are hand-crafted by a developer.
All primary artwork in this game, including the main character and every enemy, was created by hand either drawn by the developer or by human artists. AI assistance was limited to a few secondary visual effects (light effects, explosions, blood/spray), produced with custom procedural drawing scripts written with the help of an AI coding assistant and then hand-edited and curated by the developer. Some in-game text translations may be pre-generated with AI-assisted localization and reviewed by the developer. No image, audio, or video generation models were used. No AI is used at runtime.
MonsterBash includes pre-generated AI-assisted artwork for certain menu backgrounds and between-level illustrations. All AI-generated assets were reviewed, edited, and integrated by the developer. No AI-generated content is created during gameplay.
This whole game exists because I wondered whether, with these tools, I could actually make one.
Generative AI tools were used to create assets that ship with the game. The 3D ship and enemy models were generated with Meshy AI from my own 2D concept art, and AI tools assisted with in-game text, audio, and parts of the store page and marketing materials.
The design, code and balance are mine — the wave generation, the ship and weapon tuning, the modification link-set system, the campaign structure. Seventeen worlds' worth of hand-tuned numbers.
I'm a solo developer with a full-time job and three kids. The answer to the question turned out to be yes, and this is it.
Some of the art and audio assets in this game were created with the assistance of generative AI tools. Specifically, certain 3D models, UI icons, and background music tracks were generated using AI and then reviewed, edited, and integrated by the developer. No AI-generated content is created live during gameplay.
The following content in Nova Warp was created with the help of generative AI tools during development (pre-generated):• Music - created with Suno• Sound effects - created with ElevenLabs• Visual assets (in-game and store/marketing images) – created with FLUX.2 [klein] (Black Forest Labs)All AI-generated assets were reviewed by the developer. Nova Warp does not use any live or real-time AI generation during gameplay.
Generative AI was used to assist in creating certain promotional and store page artwork. All AI-generated content was reviewed, edited, and refined by the developer. No generative AI is used during gameplay.
Some of this game's art assets (character, enemy, boss, and environment artwork) and
its music were produced with the assistance of generative AI tools. All AI-assisted
material was curated, edited, composited, and integrated into the game by hand by the
developer. No AI-generated content is created live during gameplay.
Generative AI technology is used in a supplementary capacity during the creation of some user interface assets.
Any such assets are replaced through our production pipeline by our art and development teams, ensuring they meet our quality standards and creative direction.
Some 2D artwork, including character, enemy, map, user-interface, icon, and visual-effect source images, was created with the assistance of generative AI tools during development. Every shipped asset is selected, edited, integrated, and reviewed by the development team for visual consistency, gameplay readability, and rights compliance. The game does not generate content with AI while it is running and does not send player prompts to an AI service.
Portions of the game's written content (interface text, in-game help, Russian/English localization) and store page texts were created with the assistance of AI tools, directed, reviewed and edited by the developer. All graphics are hand-coded procedural visuals and all audio is procedurally synthesized in code — no AI-generated images or audio are included.
This game contains some pre-generated AI-assisted artwork and music. All AI-assisted content has been reviewed, curated, and integrated by the developer. AI coding tools were also used during development.
This game uses a mix of human and generative AI tools. AI was used in some visual art assets, code generation, and portions of the store page text. All writing in the game, voice acting, and music are fully human-created.
Some of this game's visual assets (character art, icons, and UI) were created with the help of generative AI tools and were manually edited and reviewed by the developer.
Pixel art assets, the soundtrack, and portions of the game's writing were created with generative AI, then curated and edited by the developer. The game's design, satirical concept, and systems are original human work. All sound effects were recorded by voice actors.
Some visual assets, promotional artwork, and portions of the localization were created or assisted using generative AI during development. All AI-assisted content was reviewed, edited, and integrated by the development team. The game does not generate AI content during gameplay.
Some fixed music tracks and selected pre-rendered promotional and manual artwork were created with generative AI tools. No AI content is generated during gameplay.
AI tools were used during development to assist with writing code, and to produce two categories of content shipped with the game: the original synthwave soundtrack (composed with AI music generation, curated and selected by the developer) and the interface translations for the non-English languages (reviewed by the developer). Some store page text was also drafted with AI assistance. All in-game worlds are generated procedurally by hand-written algorithms — no AI content is generated at runtime.
This game utilizes AI-assisted generation for certain art assets and the core code framework. Every element has undergone thorough manual review, fine-tuning, and integration by our developers, guaranteeing that the final output aligns with the game's intended aesthetic and quality standards.No live‑generated AI content appears during gameplay
Some promotional key art (store capsule illustrations and website artwork) was created with generative AI tools and then curated and edited by the developer. All in-game content - graphics (procedural vector rendering), gameplay, text, and audio - is hand-authored. The game does not generate any content with AI at runtime and does not connect to any AI service.
Generative AI tools were used during development to assist in creating some in-game visual assets, graphical assets, and store marketing artwork. All generated materials were selected, edited, adjusted, and reviewed by the developer before being included. The game does not use generative AI to generate content during gameplay.
As a solo project, Vibin & Survivin leverages AI assistance for asset design, audio generation, and coding support. This allowed me to punch above my weight class as a single developer and focus on crafting tight, responsive action-roguelike gameplay!
Generative AI was used to assist in the creation of a small number of pre-generated sound effects. All AI-assisted audio was reviewed and curated by the developer. No generative AI is used during gameplay, and the game does not generate content in real time.
The Last Color was created with the assistance of AI-powered software in several areas of production, including technical development, early-stage ideation, visual experimentation, and selected artwork. These tools were used only as part of the development process. All content available to players is pre-made, and no artificial intelligence is used to create or modify content while the game is running.
AI was used only to generate the music and sound effects for BitBeasts. No AI was used to generate the game's visual assets, gameplay systems, code, or other core game content.
Generative AI tools were used during development to assist with portions of debugging and gameplay balancing. All AI-assisted output was reviewed, modified, tested, and integrated by the developer. The game does not connect to generative AI services or generate AI content during gameplay.
Generative AI tools were used during development to assist with some pre-generated 2D artwork, text editing, localization, and development support. All AI-assisted content was reviewed, edited, and approved by the developer before being included. The game does not generate AI content during gameplay.
Some of our art (not all) began as generative drafts made with AI tools, then heavily reworked by hand to fit the game's look. Everything else, story, music, game design and level design is human-made (with love).
Generative AI tools were used during development to assist with programming and code generation, and to create or refine certain pre-generated visual assets, including promotional artwork and selected in-game UI and art assets. All AI-assisted code and assets were reviewed, tested, and edited by the developer before inclusion. The released game does not generate content or code during gameplay and does not connect to external AI services.
During development, as a solo developer, Claude Code was especially helpful for debugging, development and testing. There is no LLM usage within Frontier Protocol and no external connection is required to play Frontier Protocol.
Some of the visual assets in this game including character key art, promotional images, and certain 3D art were created with the assistance of generative AI tools during development. All AI-generated content was reviewed, edited, and integrated by the developer. No generative AI is used at runtime; nothing is generated live while you play. All gameplay, code, and design are hand-crafted by a developer.
All primary artwork in this game, including the main character and every enemy, was created by hand either drawn by the developer or by human artists. AI assistance was limited to a few secondary visual effects (light effects, explosions, blood/spray), produced with custom procedural drawing scripts written with the help of an AI coding assistant and then hand-edited and curated by the developer. Some in-game text translations may be pre-generated with AI-assisted localization and reviewed by the developer. No image, audio, or video generation models were used. No AI is used at runtime.
MonsterBash includes pre-generated AI-assisted artwork for certain menu backgrounds and between-level illustrations. All AI-generated assets were reviewed, edited, and integrated by the developer. No AI-generated content is created during gameplay.
This whole game exists because I wondered whether, with these tools, I could actually make one.
Generative AI tools were used to create assets that ship with the game. The 3D ship and enemy models were generated with Meshy AI from my own 2D concept art, and AI tools assisted with in-game text, audio, and parts of the store page and marketing materials.
The design, code and balance are mine — the wave generation, the ship and weapon tuning, the modification link-set system, the campaign structure. Seventeen worlds' worth of hand-tuned numbers.
I'm a solo developer with a full-time job and three kids. The answer to the question turned out to be yes, and this is it.
Some of the art and audio assets in this game were created with the assistance of generative AI tools. Specifically, certain 3D models, UI icons, and background music tracks were generated using AI and then reviewed, edited, and integrated by the developer. No AI-generated content is created live during gameplay.
The following content in Nova Warp was created with the help of generative AI tools during development (pre-generated):• Music - created with Suno• Sound effects - created with ElevenLabs• Visual assets (in-game and store/marketing images) – created with FLUX.2 [klein] (Black Forest Labs)All AI-generated assets were reviewed by the developer. Nova Warp does not use any live or real-time AI generation during gameplay.
Generative AI was used to assist in creating certain promotional and store page artwork. All AI-generated content was reviewed, edited, and refined by the developer. No generative AI is used during gameplay.
Some of this game's art assets (character, enemy, boss, and environment artwork) and
its music were produced with the assistance of generative AI tools. All AI-assisted
material was curated, edited, composited, and integrated into the game by hand by the
developer. No AI-generated content is created live during gameplay.
Generative AI technology is used in a supplementary capacity during the creation of some user interface assets.
Any such assets are replaced through our production pipeline by our art and development teams, ensuring they meet our quality standards and creative direction.
Some 2D artwork, including character, enemy, map, user-interface, icon, and visual-effect source images, was created with the assistance of generative AI tools during development. Every shipped asset is selected, edited, integrated, and reviewed by the development team for visual consistency, gameplay readability, and rights compliance. The game does not generate content with AI while it is running and does not send player prompts to an AI service.
Portions of the game's written content (interface text, in-game help, Russian/English localization) and store page texts were created with the assistance of AI tools, directed, reviewed and edited by the developer. All graphics are hand-coded procedural visuals and all audio is procedurally synthesized in code — no AI-generated images or audio are included.
This game contains some pre-generated AI-assisted artwork and music. All AI-assisted content has been reviewed, curated, and integrated by the developer. AI coding tools were also used during development.
This game uses a mix of human and generative AI tools. AI was used in some visual art assets, code generation, and portions of the store page text. All writing in the game, voice acting, and music are fully human-created.
Some of this game's visual assets (character art, icons, and UI) were created with the help of generative AI tools and were manually edited and reviewed by the developer.
Pixel art assets, the soundtrack, and portions of the game's writing were created with generative AI, then curated and edited by the developer. The game's design, satirical concept, and systems are original human work. All sound effects were recorded by voice actors.
Some visual assets, promotional artwork, and portions of the localization were created or assisted using generative AI during development. All AI-assisted content was reviewed, edited, and integrated by the development team. The game does not generate AI content during gameplay.
Some fixed music tracks and selected pre-rendered promotional and manual artwork were created with generative AI tools. No AI content is generated during gameplay.
AI tools were used during development to assist with writing code, and to produce two categories of content shipped with the game: the original synthwave soundtrack (composed with AI music generation, curated and selected by the developer) and the interface translations for the non-English languages (reviewed by the developer). Some store page text was also drafted with AI assistance. All in-game worlds are generated procedurally by hand-written algorithms — no AI content is generated at runtime.
This game utilizes AI-assisted generation for certain art assets and the core code framework. Every element has undergone thorough manual review, fine-tuning, and integration by our developers, guaranteeing that the final output aligns with the game's intended aesthetic and quality standards.No live‑generated AI content appears during gameplay
Some promotional key art (store capsule illustrations and website artwork) was created with generative AI tools and then curated and edited by the developer. All in-game content - graphics (procedural vector rendering), gameplay, text, and audio - is hand-authored. The game does not generate any content with AI at runtime and does not connect to any AI service.
Generative AI tools were used during development to assist in creating some in-game visual assets, graphical assets, and store marketing artwork. All generated materials were selected, edited, adjusted, and reviewed by the developer before being included. The game does not use generative AI to generate content during gameplay.