Multi-layer pre-generated content

A system comprising:

• a memory comprising instructions;
• and
• one or more computer processors, wherein the instructions, when executed by the one or more computer processors, cause the system to perform operations comprising:
• identifying components of an image design that specifies how the components are combined to generate an image;
• for one or more of the identified components, generating a plurality of variations of the component using one from a plurality of generative artificial intelligence (GAI) models;
• detecting a request for the image, the request comprising user attributes;
• for one or more of the identified components, selecting a respective variation from the plurality of variations based on the user attributes;
• creating a response image, in response to the request, utilizing the image design and the one or more selected variations;
• and
• causing presentation of the response image on a computer user interface.

A non-transitory machine-readable storage medium including instructions that, when executed by a machine, cause the machine to perform operations comprising:

• identifying components of an image design that specifies how the components are combined to generate an image;
• for one or more of the identified components, generating a plurality of variations of the component using one from a plurality of generative artificial intelligence (GAI) models;
• detecting a request for the image, the request comprising user attributes;
• for one or more of the identified components, selecting a respective variation from the plurality of variations based on the user attributes;
• creating a response image, in response to the request, utilizing the image design and the one or more selected variations;
• and
• causing presentation of the response image on a computer user interface.