Public Steam disclosure research25,380 disclosures tracked
Where do games disclose AI use?
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statements published on individual store pages.
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.
Parts of this game's code were written with the assistance of AI programming tools; all output was reviewed, tested and integrated by the developer. Store page texts and localizations were also produced with AI assistance and reviewed by the developer. [Some music and sound assets were created using AI generation tools and curated by the developer.] [Some marketing artwork (e.g. capsule images) was created with AI image tools and edited by the developer.] All in-game 3D models and simulation content are authored procedurally or by hand. The game does not generate any content with AI at runtime, and it does not connect to any external AI services.
Generative AI was used to assist in creating some visual assets for the game's store page and promotional materials. All gameplay mechanics, programming, level design, story, and final game implementation were created by the developer.
This game and its Steam store page contain pre-generated content created with assistance from generative AI tools. AI image generation was used for selected 2D pixel-art assets, which were then curated, edited, cleaned, resized, and integrated by the developer. AI and machine-assisted tools were also used to prepare initial drafts of localized interface text, store-page descriptions, and other marketing copy, followed by developer review and revision. The game does not generate content during play and does not connect to any generative AI service.
Mithril uses generative AI in much of its art and audio. This includes 3D models, textures and materials throughout the game — cave and terrain surfaces, environment art and interface textures — 2D item and UI icons, store page and marketing images, music and sound effects. All of it was edited and finalised by hand against the game's art direction.
No AI-generated voice is used, and no generative AI runs while you play — the game generates nothing at runtime.
Not AI-generated: world generation (hand-written procedural algorithms, not AI), model animations, game code, and level and systems design.
Generative AI was used during development to assist with programming and the creation of certain visual, textual, and other development assets. All content included in the final game was reviewed, edited, and approved by the developer. The game does not generate AI content during gameplay.
Ski Lines is a solo-developed indie game created with the help of generative AI tools. AI was used throughout production to support artwork creation, music and sound design, code assistance, prototyping, iteration, and marketing assets.
Every AI-assisted element was curated, edited, and integrated by the developer to fit the game’s minimalist ski-map aesthetic and gameplay vision. The use of AI helped accelerate production while preserving human creative direction, design decisions, quality control, and final authorship.
Generative AI tools were used during development to create and refine some pre-generated 2D artwork used in the game and its marketing, including environmental backgrounds, character and item art, fossil and museum visuals, capsule and library artwork, and achievement imagery. All AI-assisted assets were selected, edited, and integrated by the developer before shipping. The game does not generate AI content during gameplay and does not connect to a live AI service.
Generative AI tools were used during development to create selected pre-generated visual assets, including the application icon, HUD texture, Property Marketplace illustrations, and Legacy Vault artwork. Four background-music tracks were also created using Google Gemini. All AI-assisted content was reviewed by the developer and packaged with the game. Hero Investor does not generate AI content during gameplay or send player data to an AI service.
We view artificial intelligence solely as a supportive tool. Generative AI was used only as a supportive tool for certain visual designs and language translation.
Artificial intelligence helped with grammar corrections in in-game text; these corrections were then carefully reviewed and edited manually.
Generative AI was used as part of the development pipeline for selected 2D icons and some 3D model source assets. All included assets were reviewed, edited, optimized, and integrated by the developer.
The game's music was generated using an AI tool (Suno), then selected and mixed by me. Everything else — 3D models, textures, animations, sound effects, text and code is handmade. My goal is to replace it with original compositions from a human artist as soon as sales allow.
Some visual assets, including certain item artwork, icons, and promotional images, were created or assisted using generative AI. All AI-generated content was reviewed, edited, and curated by the development team before being included in the game.
Setter uses generative AI in a limited way. The portrait images for fictional and youth players were created with AI image tools during development and ship as fixed assets: the game does not generate any content live while you play. Some promotional materials on this store page may also include AI-assisted artwork.
Generative AI tools were used to assist in the creation of marketing artwork and store page assets. All game content is procedurally generated through Thalyn's proprietary algorithms
Some BGM are AI-generated. Additionally, some textures were AI-generated based on human designs and fully refined by hand. AI tools were also used for translation and general development assistance.
Narrative dialogue and story text were generated with AI assistance. Placeholder textures generated with AI appear in store page screenshots and marketing assets.
Some character portrait sprite sheets and brand/division imagery shipped with Bankr are produced with generative AI tools during development, then reviewed and edited by the team before inclusion. All game text, simulation code, balance-sheet math, ratio logic, and gameplay systems are human-authored. No content is AI-generated at runtime — every asset is pre-rendered and pinned in the build.
Some of the background music in Aquora was produced using a generative audio tool. Those tracks are placeholder. They are being replaced with commissioned
original music, and any remaining generated audio will be phased out of the game over time.
All visual art in Aquora is procedurally generated by the developer's own custom tooling, drawn from hand-authored colour palettes, explicit shape instructions
and seeded random number generation. No image generation model is involved at any point in the art pipeline, and no AI generated images appear in the game.
Generative AI tools were used during development to assist with selected 3D assets, music, promotional artwork, and parts of the game code. All AI-assisted content was reviewed, modified where necessary, tested, and integrated by the developer. No content or code is generated by AI during gameplay.
AI tools were used during development to help compose the soundtrack, draw the pixel art, and draft text (including localization and this store page), all under human direction — every piece was reviewed, curated, and approved by the developer. All content is fixed at build time; the game contains no live or runtime AI generation.
I’m a web designer by day, and making a game has been a childhood dream of mine. I used generative AI as part of my development process, including helping with code, visual and audio assets. Every asset included in the final game was personally selected, refined by hand, placed, and directed by me to match the game’s overall vision.
Kerf - Sawmill Tycoon was made almost entirely with AI tools. The developer directed the work, chose what went into the game and approved every result, but did not model, rig or write code by hand. What that means for the content that ships in the game:
- Code: written by an AI coding assistant.
- Characters: generated by an AI 3D tool from AI-generated reference images, then rigged and set up in the game by the AI assistant.
- Other 3D models: some came from an AI 3D tool - a vehicle and environment props such as rocks, mountains and bushes. The rest, including the valley, the buildings, the machines and the trees, were built in 3D software by the AI assistant writing scripts.
- Animation: all character animation was generated with an AI motion tool.
- Music: all of the in-game music was generated with an AI music tool.
- Sound: some sound effects were generated with an AI sound tool; the rest were sourced from sound libraries by the developer.
- Text: the in-game text was written with AI assistance, and the translations from English and Polish into the other 13 supported languages were made with AI.
Everything was reviewed and approved by the developer before release.
No content is generated by AI while the game is running. The Twitch integration only displays messages typed by real viewers.
Business And Life Simulator, uses generative AI-assisted artwork in some packaging visuals for in-game products/items. Generative AI is not used in any other part of the game, and we are working to remove these AI-assisted visuals before the full release.
Generative AI was used to create some pre-rendered marketing and store page artwork, including capsule images and promotional graphics. These assets were reviewed and selected by the developer before use. The game does not use live-generated AI content 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.
Starscrip uses short-form in-game text content that was created with the assistance of generative artificial intelligence.
Player facing marketing content, like release notes, may also be created with the assistance of generative artificial intelligence.
Some 2D character portraits, sprites, item and environment artwork, and store promotional images were created from drafts produced with generative AI tools. All assets were reviewed, curated, edited, and post-processed by the developer before being included. The game does not use AI to generate content in real time during gameplay.
Some store page artwork was created with the assistance of generative AI and manually reviewed and edited. All in-game content and gameplay systems are made by the developer.
Generative AI was used during pre-production to create early concept sketches, used purely as visual inspiration and reference. None of these initial AI-generated images appear in the final game, all art assets were subsequently created and replaced by the development team. Generative AI tools were also used to assist with writing portions of the game's code and with translating the game's text into other languages. In all cases, all output was reviewed, tested, and approved by human developers before being used in the final product.
Generative AI was used as a development aid to assist with parts of the game's user interface and some programming tasks during development. All AI-assisted code and assets have been reviewed, modified, and integrated by the developer. The game's design, gameplay systems, creative direction, and final implementation are the developer's own.
Pivot does not use generative AI during gameplay, and players cannot generate AI-created content in-game.
Some of the content in Broken Pixel was created using generative AI. All of it was produced during development, reviewed by us, and shipped as fixed, pre-generated assets — no AI runs while you play.
- Story narration: the roughly ten hours of spoken narration were generated with an AI text-to-speech model (ElevenLabs). The scripts were written with AI assistance and edited by hand.
- Player avatars: the 3D character avatars were generated with an AI image-to-3D tool (Meshy).
- Store & marketing art: the capsule and marketing images were generated with an AI image model (Runware / fal.ai).
- Soundtrack: the lounge soundtrack was generated with an AI music model (Mureka).
The gameplay itself contains no AI-generated content — every room, screen, painting and level layout is built by traditional procedural code. Nothing is generated live, and the game never connects to an AI service while you play.
Bar Baron's game design, code, simulation systems, balance and all in-game text are written by hand.Generative AI was used as a production tool in two places: some of the game's 3D props-furniture,
bar equipment, kitchen and decor items-were produced with AI tools, and part of the soundtrack is
AI-generated music.
Those props were made specifically for Bar Baron, following our own art direction, and were then
reviewed, optimized and placed by hand-this is not a game assembled from generic asset packs.
Character models are not AI-generated.
Nothing is generated while you play. The game runs no generative AI at runtime: every system, every
event and every number in the simulation was authored by a person.
Some promotional artwork and marketing materials for this game were created with the assistance of generative AI tools. All gameplay content, systems, and game assets are developed and reviewed by the development team.
Parts of this game's code were written with the assistance of AI programming tools; all output was reviewed, tested and integrated by the developer. Store page texts and localizations were also produced with AI assistance and reviewed by the developer. [Some music and sound assets were created using AI generation tools and curated by the developer.] [Some marketing artwork (e.g. capsule images) was created with AI image tools and edited by the developer.] All in-game 3D models and simulation content are authored procedurally or by hand. The game does not generate any content with AI at runtime, and it does not connect to any external AI services.
Generative AI was used to assist in creating some visual assets for the game's store page and promotional materials. All gameplay mechanics, programming, level design, story, and final game implementation were created by the developer.
This game and its Steam store page contain pre-generated content created with assistance from generative AI tools. AI image generation was used for selected 2D pixel-art assets, which were then curated, edited, cleaned, resized, and integrated by the developer. AI and machine-assisted tools were also used to prepare initial drafts of localized interface text, store-page descriptions, and other marketing copy, followed by developer review and revision. The game does not generate content during play and does not connect to any generative AI service.
Mithril uses generative AI in much of its art and audio. This includes 3D models, textures and materials throughout the game — cave and terrain surfaces, environment art and interface textures — 2D item and UI icons, store page and marketing images, music and sound effects. All of it was edited and finalised by hand against the game's art direction.
No AI-generated voice is used, and no generative AI runs while you play — the game generates nothing at runtime.
Not AI-generated: world generation (hand-written procedural algorithms, not AI), model animations, game code, and level and systems design.
Generative AI was used during development to assist with programming and the creation of certain visual, textual, and other development assets. All content included in the final game was reviewed, edited, and approved by the developer. The game does not generate AI content during gameplay.
Ski Lines is a solo-developed indie game created with the help of generative AI tools. AI was used throughout production to support artwork creation, music and sound design, code assistance, prototyping, iteration, and marketing assets.
Every AI-assisted element was curated, edited, and integrated by the developer to fit the game’s minimalist ski-map aesthetic and gameplay vision. The use of AI helped accelerate production while preserving human creative direction, design decisions, quality control, and final authorship.
Generative AI tools were used during development to create and refine some pre-generated 2D artwork used in the game and its marketing, including environmental backgrounds, character and item art, fossil and museum visuals, capsule and library artwork, and achievement imagery. All AI-assisted assets were selected, edited, and integrated by the developer before shipping. The game does not generate AI content during gameplay and does not connect to a live AI service.
Generative AI tools were used during development to create selected pre-generated visual assets, including the application icon, HUD texture, Property Marketplace illustrations, and Legacy Vault artwork. Four background-music tracks were also created using Google Gemini. All AI-assisted content was reviewed by the developer and packaged with the game. Hero Investor does not generate AI content during gameplay or send player data to an AI service.
We view artificial intelligence solely as a supportive tool. Generative AI was used only as a supportive tool for certain visual designs and language translation.
Artificial intelligence helped with grammar corrections in in-game text; these corrections were then carefully reviewed and edited manually.
Generative AI was used as part of the development pipeline for selected 2D icons and some 3D model source assets. All included assets were reviewed, edited, optimized, and integrated by the developer.
The game's music was generated using an AI tool (Suno), then selected and mixed by me. Everything else — 3D models, textures, animations, sound effects, text and code is handmade. My goal is to replace it with original compositions from a human artist as soon as sales allow.
Some visual assets, including certain item artwork, icons, and promotional images, were created or assisted using generative AI. All AI-generated content was reviewed, edited, and curated by the development team before being included in the game.
Setter uses generative AI in a limited way. The portrait images for fictional and youth players were created with AI image tools during development and ship as fixed assets: the game does not generate any content live while you play. Some promotional materials on this store page may also include AI-assisted artwork.
Generative AI tools were used to assist in the creation of marketing artwork and store page assets. All game content is procedurally generated through Thalyn's proprietary algorithms
Some BGM are AI-generated. Additionally, some textures were AI-generated based on human designs and fully refined by hand. AI tools were also used for translation and general development assistance.
Narrative dialogue and story text were generated with AI assistance. Placeholder textures generated with AI appear in store page screenshots and marketing assets.
Some character portrait sprite sheets and brand/division imagery shipped with Bankr are produced with generative AI tools during development, then reviewed and edited by the team before inclusion. All game text, simulation code, balance-sheet math, ratio logic, and gameplay systems are human-authored. No content is AI-generated at runtime — every asset is pre-rendered and pinned in the build.
Some of the background music in Aquora was produced using a generative audio tool. Those tracks are placeholder. They are being replaced with commissioned
original music, and any remaining generated audio will be phased out of the game over time.
All visual art in Aquora is procedurally generated by the developer's own custom tooling, drawn from hand-authored colour palettes, explicit shape instructions
and seeded random number generation. No image generation model is involved at any point in the art pipeline, and no AI generated images appear in the game.
Generative AI tools were used during development to assist with selected 3D assets, music, promotional artwork, and parts of the game code. All AI-assisted content was reviewed, modified where necessary, tested, and integrated by the developer. No content or code is generated by AI during gameplay.
AI tools were used during development to help compose the soundtrack, draw the pixel art, and draft text (including localization and this store page), all under human direction — every piece was reviewed, curated, and approved by the developer. All content is fixed at build time; the game contains no live or runtime AI generation.
I’m a web designer by day, and making a game has been a childhood dream of mine. I used generative AI as part of my development process, including helping with code, visual and audio assets. Every asset included in the final game was personally selected, refined by hand, placed, and directed by me to match the game’s overall vision.
Kerf - Sawmill Tycoon was made almost entirely with AI tools. The developer directed the work, chose what went into the game and approved every result, but did not model, rig or write code by hand. What that means for the content that ships in the game:
- Code: written by an AI coding assistant.
- Characters: generated by an AI 3D tool from AI-generated reference images, then rigged and set up in the game by the AI assistant.
- Other 3D models: some came from an AI 3D tool - a vehicle and environment props such as rocks, mountains and bushes. The rest, including the valley, the buildings, the machines and the trees, were built in 3D software by the AI assistant writing scripts.
- Animation: all character animation was generated with an AI motion tool.
- Music: all of the in-game music was generated with an AI music tool.
- Sound: some sound effects were generated with an AI sound tool; the rest were sourced from sound libraries by the developer.
- Text: the in-game text was written with AI assistance, and the translations from English and Polish into the other 13 supported languages were made with AI.
Everything was reviewed and approved by the developer before release.
No content is generated by AI while the game is running. The Twitch integration only displays messages typed by real viewers.
Business And Life Simulator, uses generative AI-assisted artwork in some packaging visuals for in-game products/items. Generative AI is not used in any other part of the game, and we are working to remove these AI-assisted visuals before the full release.
Generative AI was used to create some pre-rendered marketing and store page artwork, including capsule images and promotional graphics. These assets were reviewed and selected by the developer before use. The game does not use live-generated AI content 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.
Starscrip uses short-form in-game text content that was created with the assistance of generative artificial intelligence.
Player facing marketing content, like release notes, may also be created with the assistance of generative artificial intelligence.
Some 2D character portraits, sprites, item and environment artwork, and store promotional images were created from drafts produced with generative AI tools. All assets were reviewed, curated, edited, and post-processed by the developer before being included. The game does not use AI to generate content in real time during gameplay.
Some store page artwork was created with the assistance of generative AI and manually reviewed and edited. All in-game content and gameplay systems are made by the developer.
Generative AI was used during pre-production to create early concept sketches, used purely as visual inspiration and reference. None of these initial AI-generated images appear in the final game, all art assets were subsequently created and replaced by the development team. Generative AI tools were also used to assist with writing portions of the game's code and with translating the game's text into other languages. In all cases, all output was reviewed, tested, and approved by human developers before being used in the final product.
Generative AI was used as a development aid to assist with parts of the game's user interface and some programming tasks during development. All AI-assisted code and assets have been reviewed, modified, and integrated by the developer. The game's design, gameplay systems, creative direction, and final implementation are the developer's own.
Pivot does not use generative AI during gameplay, and players cannot generate AI-created content in-game.
Some of the content in Broken Pixel was created using generative AI. All of it was produced during development, reviewed by us, and shipped as fixed, pre-generated assets — no AI runs while you play.
- Story narration: the roughly ten hours of spoken narration were generated with an AI text-to-speech model (ElevenLabs). The scripts were written with AI assistance and edited by hand.
- Player avatars: the 3D character avatars were generated with an AI image-to-3D tool (Meshy).
- Store & marketing art: the capsule and marketing images were generated with an AI image model (Runware / fal.ai).
- Soundtrack: the lounge soundtrack was generated with an AI music model (Mureka).
The gameplay itself contains no AI-generated content — every room, screen, painting and level layout is built by traditional procedural code. Nothing is generated live, and the game never connects to an AI service while you play.
Bar Baron's game design, code, simulation systems, balance and all in-game text are written by hand.Generative AI was used as a production tool in two places: some of the game's 3D props-furniture,
bar equipment, kitchen and decor items-were produced with AI tools, and part of the soundtrack is
AI-generated music.
Those props were made specifically for Bar Baron, following our own art direction, and were then
reviewed, optimized and placed by hand-this is not a game assembled from generic asset packs.
Character models are not AI-generated.
Nothing is generated while you play. The game runs no generative AI at runtime: every system, every
event and every number in the simulation was authored by a person.
Some promotional artwork and marketing materials for this game were created with the assistance of generative AI tools. All gameplay content, systems, and game assets are developed and reviewed by the development team.
