Machine learned curating of videos for selection and display

A computer program product embodied in a non-transitory computer readable medium for video manipulation, the computer program product comprising code which causes one or more processors to perform operations of:

• loading content of a web page, wherein the content includes a frame for a plurality of short-form videos;
• analyzing the content of the web page for textual information;
• accessing a short-form video server;
• selecting a plurality of short-form videos from the short-form video server based on the textual information, wherein the selecting includes automatically curating the plurality of short-form videos;
• populating the frame on the web page with the plurality of short-form videos obtained from the short-form video server;
• and
• displaying representations of the plurality of short-form videos within the frame on the web page.

A computer system for video manipulation comprising:

• a memory which stores instructions;
• one or more processors attached to the memory, wherein the one or more processors, when executing the instructions which are stored, are configured to:
• load content of a web page, wherein the content includes a frame for a plurality of short-form videos;
• analyze the content of the web page for textual information;
• access a short-form video server;
• select a plurality of short-form videos from the short-form video server based on the textual information, wherein the selecting includes automatically curating the plurality of short-form videos;
• populate the frame on the web page with the plurality of short-form videos obtained from the short-form video server;
• and
• display representations of the plurality of short-form videos within the frame on the web page.