Preview and optimization of publication for target computing device

A method comprising:

• receiving, by at least one processor of at least one server, an input publication unoptimized to be displayed on a particular computing device;
• analyzing, with the at least one processor of the at least one server, an input publication to extract structure and meaning from the input publication to match the input publication with a standardized publication of a standardized publication catalog, the standardized publication having content that is optimized be displayed on a plurality of computing devices;
• providing, with the at least one processor of the at least one server, a preview of the input publication with the content from the standardized publication that is optimized be displayed on a particular computing device;
• and
• updating, with the at least one processor of the at least one server, a publication corpus to include the input publication with the content from the standardized publication that is optimized be displayed on a particular computing device.

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

• analyzing an input publication to extract structure and meaning from the input publication to match the input publication with a standardized publication of a standardized publication catalog, the standardized publication having content that is optimized be displayed on a plurality of computing devices;
• providing a preview of the input publication with the content from the standardized publication that is optimized be displayed on a particular computing device;
• and
• updating a publication corpus to include the input publication with the content from the standardized publication that is optimized be displayed on the particular computing device.