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 generation tools were used in the development process to create 2D assets (icons, UI elements, textures) and some 3D assets (tool and ore models). These generated assets are manually edited and adjusted during integration into the game.
This game uses generative AI for coding assistance and translation reference.
All in-game graphics, music, and sound effects are created by human creators and do not contain AI-generated content.
*This excludes placeholder assets used during development (including demos) and third-party assets.
During development, AI were partially used to assist with improving code readability. All final content was reviewed, edited, and integrated manually by the developer.
This game utilizes generative AI technology to create certain 2D images, background music (BGM), and sound effects to enhance the overall production quality.
Some of the artistic resources in the game are created by modifying my copyrighted images with AI, and I further revised the AI-generated results. I can guarantee that this process does not infringe on any other person's copyright.
I use AI for marketing assets only, for now it is only for the logo and the background of the logo. I am a solo developer and don't have the money at the moment to pay an artist.
This product uses AI-assisted tools during development for selected visual and audio assets and marketing materials. Gameplay does not involve AI-generated content.
1. In-game voice lines are dubbed using AI.
2. The game includes one original BGM track by the developer; all other in-game sound effects are generated using AI.
3. Some AI-generated images are used as widgets.
4. A portion of the in-game models (about 5%) were initially created with AI and then modified.
The game uses some AI-generated text to enhance immersion through short form responsive NPC dialogue and procedurally described events. Each character’s dialogue is contextually grounded in their role, knowledge, and surroundings, keeping interactions cohesive and authentic.
Generative AI is NOT used for world narrative writing, lore, game logic, audio, images, or calculating outcomes of any kind.
AI systems ensure every player’s experience feels distinct while remaining true to the game’s established lore and tone.
This feature is experimental, and is not part of the core game.
The vending machine and island promo art were AI-generated; the final assets were later hand-retouched. The vending-machine’s facial animations were NOT made with AI.
As a solo developer, I used AI tools to assist in creating the base assets for marketing materials and background art. Each generated element was then manually edited, polished, and overpainted to ensure it met the game's aesthetic standards and to guarantee that the final output contains no infringing or illegal content.
However, no AI has been used in the actual game; all gameplay assets, including sprites, UI and card art are entirely hand-drawn.
Concept arts and drafts for characters, monsters, UI icons are generated by AI, however, they have all gone through manual post-processed. Sound assets are generated by generative-AI models. Marketing materials including Library Assets are also AI-assisted generated. Some parts of localization string is assisted by AI to get proper translation.
The developer utilized AI image generation tools to assist in the creation of specific static visual assets where professional human artist craft was not financially viable for a solo project. These assets include the store capsule art, menu background textures, and narrative event illustrations. All AI generated output was heavily curated, edited, and painfully amended by the developer to ensure consistency with the game's 1970s pulp fantasy aesthetic and pixel-art gameplay. No AI is used to generate content live during gameplay.
This game does not use AI during gameplay.
However, certain promotional images on the store page were partially created or enhanced using AI-based tools.
Umbra Survivors does not use artificial intelligence during runtime.
AI tools were only used as development assistance to help prepare, optimize, or comment on code.
All in-game content (graphics, sounds, text, and code) has been manually reviewed and originates from internal development or properly licensed sources.
AI generation tools were used in the development process to create 2D assets (icons, UI elements, textures) and some 3D assets (tool and ore models). These generated assets are manually edited and adjusted during integration into the game.
This game uses generative AI for coding assistance and translation reference.
All in-game graphics, music, and sound effects are created by human creators and do not contain AI-generated content.
*This excludes placeholder assets used during development (including demos) and third-party assets.
During development, AI were partially used to assist with improving code readability. All final content was reviewed, edited, and integrated manually by the developer.
This game utilizes generative AI technology to create certain 2D images, background music (BGM), and sound effects to enhance the overall production quality.
Some of the artistic resources in the game are created by modifying my copyrighted images with AI, and I further revised the AI-generated results. I can guarantee that this process does not infringe on any other person's copyright.
I use AI for marketing assets only, for now it is only for the logo and the background of the logo. I am a solo developer and don't have the money at the moment to pay an artist.
This product uses AI-assisted tools during development for selected visual and audio assets and marketing materials. Gameplay does not involve AI-generated content.
1. In-game voice lines are dubbed using AI.
2. The game includes one original BGM track by the developer; all other in-game sound effects are generated using AI.
3. Some AI-generated images are used as widgets.
4. A portion of the in-game models (about 5%) were initially created with AI and then modified.
The game uses some AI-generated text to enhance immersion through short form responsive NPC dialogue and procedurally described events. Each character’s dialogue is contextually grounded in their role, knowledge, and surroundings, keeping interactions cohesive and authentic.
Generative AI is NOT used for world narrative writing, lore, game logic, audio, images, or calculating outcomes of any kind.
AI systems ensure every player’s experience feels distinct while remaining true to the game’s established lore and tone.
This feature is experimental, and is not part of the core game.
The vending machine and island promo art were AI-generated; the final assets were later hand-retouched. The vending-machine’s facial animations were NOT made with AI.
As a solo developer, I used AI tools to assist in creating the base assets for marketing materials and background art. Each generated element was then manually edited, polished, and overpainted to ensure it met the game's aesthetic standards and to guarantee that the final output contains no infringing or illegal content.
However, no AI has been used in the actual game; all gameplay assets, including sprites, UI and card art are entirely hand-drawn.
Concept arts and drafts for characters, monsters, UI icons are generated by AI, however, they have all gone through manual post-processed. Sound assets are generated by generative-AI models. Marketing materials including Library Assets are also AI-assisted generated. Some parts of localization string is assisted by AI to get proper translation.
The developer utilized AI image generation tools to assist in the creation of specific static visual assets where professional human artist craft was not financially viable for a solo project. These assets include the store capsule art, menu background textures, and narrative event illustrations. All AI generated output was heavily curated, edited, and painfully amended by the developer to ensure consistency with the game's 1970s pulp fantasy aesthetic and pixel-art gameplay. No AI is used to generate content live during gameplay.
This game does not use AI during gameplay.
However, certain promotional images on the store page were partially created or enhanced using AI-based tools.
Umbra Survivors does not use artificial intelligence during runtime.
AI tools were only used as development assistance to help prepare, optimize, or comment on code.
All in-game content (graphics, sounds, text, and code) has been manually reviewed and originates from internal development or properly licensed sources.