Public Steam disclosure research25,394 disclosures tracked
Where do games disclose AI use?
Search developers’ Steam disclosures, compare classified AI use across
games, and follow recorded changes.
This index adds cross-game classifications and statistics to
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.
AI was NOT used to generate code, text, art or music for the game itself. It was also NOT used for any artwork used on Steam.
I'm rubbish at marketing so I used it to help write the store descriptions (this is literally the only thing steam related I used it for) and to help develop a marketing plan for me.
Some store page artwork, marketing text, and game code were created with the assistance of AI tools (including this text), with direction, editing, and curation by the developer. All game design and creative decisions are human-made.
Generative AI tools were used as development assistance for code prototyping, design iteration, selected promotional/store artwork, and AI-generated trailer music. The final game content is reviewed, edited, integrated, and curated by the developer.
The game does not use live generative AI during gameplay. No runtime AI-generated text, images, audio, or dialogue are produced for players.
Some visual assets and promotional materials for this game were created with the assistance of generative AI tools and then edited and refined by the developer.
I use generative AI tools as a solo developer to enhance the game's scope and immersion. Specifically:
Narrative: I use AI to help brainstorm and draft initial versions of the large volume of news articles, newsletters, and in-game messages. This ensures a diverse and reactive 'living market' feel. All AI-assisted text is manually reviewed and edited by me.
Visual Assets: Some 2D background elements, icons, and character portraits are generated with the help of AI tools to achieve a consistent 1980s aesthetic.
My goal is to use these technologies to deliver a deeper, more systemic simulation than would otherwise be possible for a one-person studio.
Some of the visual assets in this game (such as concept arts, UI elements, and store capsules) and the initial ideation processes were developed with the assistance of generative AI tools. All AI-generated concepts were manually edited, refined, and integrated into the game by the developer. The game does not contain any live, real-time generative AI systems that react to player interactions.
Generative AI was used to assist in the creation of the game's codebase and logic. AI tools were also used to generate environmental art, background assets, and promotional marketing materials (including the Library Hero, Logo, and store page assets). All AI-generated content was reviewed and curated to ensure it meets quality standards and does not contain illegal or infringing material.
LLM was used for translation to languages except English and Russian.
Pixelated character portraits were made based on generative pictures from this person does not exist web site
This game includes some pre-generated visual assets and music created with the help of AI tools during development. No AI content is generated live during gameplay.
This game makes limited use of generative artificial intelligence during development.
Generative AI was used to help create some game music and sound effects, to generate the store page thumbnail artwork, and as a support tool for brainstorming ideas and coding auto-completion.
All gameplay, design, and final creative decisions were made by the developer.
Some store page artwork and marketing materials were created with the assistance of AI image generation tools. No AI-generated content is used within the game itself.
World maps in National Transit are created with procedural (algorithmic) generation — not AI. Terrain, rivers, coastlines, and city placement are generated algorithmically at the start of each playthrough.
Generative AI is used in the following place(s):
• Some of the in-game icons/2D art — a portion are AI-generated; the rest are hand-drawn.
In-game text is written by hand; localisation into other languages was produced with the help of machine/AI translation.
Some UI elements in Drown World (specifically element icons for water, fire, gas, and similar interactive particles) were created using generative AI tools and subsequently edited and refined. Since the element roster is still being finalised and expanded, these icons will be replaced with custom artwork once the full set is locked in. Music stems were generated using AI tools, then edited and arranged by the developer. Localisation was produced with the assistance of generative AI.
The Steam store page banners and promotional materials were created with the help of generative AI tools. The in-game assets were either manually created or edited afterward, while certain marketing visuals (such as headers, capsules, and banners) contain AI-generated elements.
The game is self-funded at this stage, and your support helps us afford professional human-made services.
Thank you!
Content made with AI help:
- Store capsule
- Store localization
- Player character 3D model.
During our development, we have used AI tools to assist us in Content creation for the game. As a small team that is still learning and growing, we leverage AI to help us in generating content. But the final product has been shaped by the team's collective hardwork, dedication and creativity.
NeuralBeat Studio uses generative AI to create original music and audio from user prompts and settings. Outputs are generated for creative use inside the app and may vary each time. The product is designed for general-audience audio creation and applies usage rules and safeguards to reduce inappropriate or policy-violating content.
Generative AI was used during development to assist with certain in-game visual assets, audio/music, and promotional/store page materials. Final selection, editing, implementation, and overall game integration were handled by the developer.
The game optionally connects to a local language model server (Ollama or any OpenAI-compatible endpoint) to generate live dialogue from rulers, travelers, and city locals. This requires installing Ollama separately and running a model locally. Instructions are in GUIDE.md. The game is fully playable without this feature.
rAIdio.bot is an AI music creation tool. Players use text prompts, style tags, and lyrics to generate original music
tracks in real time using the ACE-Step audio generation model, which runs entirely on the player's local GPU — no
cloud connection required. AI is also used for vocal synthesis, stem separation, and audio effects processing. All
AI-generated content is created on-demand by the player and is unique to their session.
The Steam store page banners and promotional creatives for the app were created with the assistance of generative AI tools. The in-game assets were either created manually or edited afterwards, but the visual materials used for marketing (such as header images, capsules, and promotional banners) include AI-generated elements.
Some visual content used in the game and on its store page was created with the assistance of generative AI. All such content was selected, reviewed, and implemented by the developer. The game does not generate AI content during gameplay.
Pre-Generated Content (AI-assisted art):
Some promotional and marketing artwork & game arts of the tiles & the facilities was created with the assistance of AI image generation tools used as a starting point, subsequently edited and modified by the developer. All in-game characters & effects are hand-crafted by the developer.
During the development of this game, generative AI tools were used to assist in creating early drafts of some background images, UI icons, and text. All AI-generated assets have been strictly reviewed and manually modified by the developer to ensure they fit the game's aesthetic and do not contain any copyrighted or inappropriate content.
Spa World was developed with AI-assisted tools used during
the development process, including code assistance and
content drafting. All game design, creative direction,
artwork, and final decisions were made by the developer.
The game itself does not use or generate AI content
during gameplay.
Game art assets are generated using AI tools to create initial concept art, which is then manually adjusted and modified by artists. The final works combine AI-generated foundational designs with human artistic revisions.
Some dynamic art assets are assisted in their creation by AI tools.
Generative AI was used throughout the development process. It was utilized alongside humans to assist with tasks. Notably: debugging, localization, asset creation, and marketing materials. All AI-generated content was reviewed, edited, and integrated by the developer to ensure quality and consistency.
“AI tools are used to assist in the creation of some visual assets for marketing and presentation purposes. All gameplay content and core systems are developed by the creator.”
Some visual and audio assets in this game were created with the assistance of generative AI tools. All content was reviewed, edited, and integrated by the developer to ensure quality and consistency.
AI was NOT used to generate code, text, art or music for the game itself. It was also NOT used for any artwork used on Steam.
I'm rubbish at marketing so I used it to help write the store descriptions (this is literally the only thing steam related I used it for) and to help develop a marketing plan for me.
Some store page artwork, marketing text, and game code were created with the assistance of AI tools (including this text), with direction, editing, and curation by the developer. All game design and creative decisions are human-made.
Generative AI tools were used as development assistance for code prototyping, design iteration, selected promotional/store artwork, and AI-generated trailer music. The final game content is reviewed, edited, integrated, and curated by the developer.
The game does not use live generative AI during gameplay. No runtime AI-generated text, images, audio, or dialogue are produced for players.
Some visual assets and promotional materials for this game were created with the assistance of generative AI tools and then edited and refined by the developer.
I use generative AI tools as a solo developer to enhance the game's scope and immersion. Specifically:
Narrative: I use AI to help brainstorm and draft initial versions of the large volume of news articles, newsletters, and in-game messages. This ensures a diverse and reactive 'living market' feel. All AI-assisted text is manually reviewed and edited by me.
Visual Assets: Some 2D background elements, icons, and character portraits are generated with the help of AI tools to achieve a consistent 1980s aesthetic.
My goal is to use these technologies to deliver a deeper, more systemic simulation than would otherwise be possible for a one-person studio.
Some of the visual assets in this game (such as concept arts, UI elements, and store capsules) and the initial ideation processes were developed with the assistance of generative AI tools. All AI-generated concepts were manually edited, refined, and integrated into the game by the developer. The game does not contain any live, real-time generative AI systems that react to player interactions.
Generative AI was used to assist in the creation of the game's codebase and logic. AI tools were also used to generate environmental art, background assets, and promotional marketing materials (including the Library Hero, Logo, and store page assets). All AI-generated content was reviewed and curated to ensure it meets quality standards and does not contain illegal or infringing material.
LLM was used for translation to languages except English and Russian.
Pixelated character portraits were made based on generative pictures from this person does not exist web site
This game includes some pre-generated visual assets and music created with the help of AI tools during development. No AI content is generated live during gameplay.
This game makes limited use of generative artificial intelligence during development.
Generative AI was used to help create some game music and sound effects, to generate the store page thumbnail artwork, and as a support tool for brainstorming ideas and coding auto-completion.
All gameplay, design, and final creative decisions were made by the developer.
Some store page artwork and marketing materials were created with the assistance of AI image generation tools. No AI-generated content is used within the game itself.
World maps in National Transit are created with procedural (algorithmic) generation — not AI. Terrain, rivers, coastlines, and city placement are generated algorithmically at the start of each playthrough.
Generative AI is used in the following place(s):
• Some of the in-game icons/2D art — a portion are AI-generated; the rest are hand-drawn.
In-game text is written by hand; localisation into other languages was produced with the help of machine/AI translation.
Some UI elements in Drown World (specifically element icons for water, fire, gas, and similar interactive particles) were created using generative AI tools and subsequently edited and refined. Since the element roster is still being finalised and expanded, these icons will be replaced with custom artwork once the full set is locked in. Music stems were generated using AI tools, then edited and arranged by the developer. Localisation was produced with the assistance of generative AI.
The Steam store page banners and promotional materials were created with the help of generative AI tools. The in-game assets were either manually created or edited afterward, while certain marketing visuals (such as headers, capsules, and banners) contain AI-generated elements.
The game is self-funded at this stage, and your support helps us afford professional human-made services.
Thank you!
Content made with AI help:
- Store capsule
- Store localization
- Player character 3D model.
During our development, we have used AI tools to assist us in Content creation for the game. As a small team that is still learning and growing, we leverage AI to help us in generating content. But the final product has been shaped by the team's collective hardwork, dedication and creativity.
NeuralBeat Studio uses generative AI to create original music and audio from user prompts and settings. Outputs are generated for creative use inside the app and may vary each time. The product is designed for general-audience audio creation and applies usage rules and safeguards to reduce inappropriate or policy-violating content.
Generative AI was used during development to assist with certain in-game visual assets, audio/music, and promotional/store page materials. Final selection, editing, implementation, and overall game integration were handled by the developer.
The game optionally connects to a local language model server (Ollama or any OpenAI-compatible endpoint) to generate live dialogue from rulers, travelers, and city locals. This requires installing Ollama separately and running a model locally. Instructions are in GUIDE.md. The game is fully playable without this feature.
rAIdio.bot is an AI music creation tool. Players use text prompts, style tags, and lyrics to generate original music
tracks in real time using the ACE-Step audio generation model, which runs entirely on the player's local GPU — no
cloud connection required. AI is also used for vocal synthesis, stem separation, and audio effects processing. All
AI-generated content is created on-demand by the player and is unique to their session.
The Steam store page banners and promotional creatives for the app were created with the assistance of generative AI tools. The in-game assets were either created manually or edited afterwards, but the visual materials used for marketing (such as header images, capsules, and promotional banners) include AI-generated elements.
Some visual content used in the game and on its store page was created with the assistance of generative AI. All such content was selected, reviewed, and implemented by the developer. The game does not generate AI content during gameplay.
Pre-Generated Content (AI-assisted art):
Some promotional and marketing artwork & game arts of the tiles & the facilities was created with the assistance of AI image generation tools used as a starting point, subsequently edited and modified by the developer. All in-game characters & effects are hand-crafted by the developer.
During the development of this game, generative AI tools were used to assist in creating early drafts of some background images, UI icons, and text. All AI-generated assets have been strictly reviewed and manually modified by the developer to ensure they fit the game's aesthetic and do not contain any copyrighted or inappropriate content.
Spa World was developed with AI-assisted tools used during
the development process, including code assistance and
content drafting. All game design, creative direction,
artwork, and final decisions were made by the developer.
The game itself does not use or generate AI content
during gameplay.
Game art assets are generated using AI tools to create initial concept art, which is then manually adjusted and modified by artists. The final works combine AI-generated foundational designs with human artistic revisions.
Some dynamic art assets are assisted in their creation by AI tools.
Generative AI was used throughout the development process. It was utilized alongside humans to assist with tasks. Notably: debugging, localization, asset creation, and marketing materials. All AI-generated content was reviewed, edited, and integrated by the developer to ensure quality and consistency.
“AI tools are used to assist in the creation of some visual assets for marketing and presentation purposes. All gameplay content and core systems are developed by the creator.”
Some visual and audio assets in this game were created with the assistance of generative AI tools. All content was reviewed, edited, and integrated by the developer to ensure quality and consistency.