Methods and systems to improve post opportunities

An apparatus comprising:

• one or more processors;
• and
• at least one memory storing instructions, that when executed by the one or more processors, cause the apparatus to:
• receive, via a user interface, an indication of a selected post comprising media content associated with a user;
• evaluate, via a large language model (LLM) trained on training data, a quality of the media content of the selected post, wherein the training data comprises any one or more of a profile of the user, a profile of a follower of the user, or an attribute of one or more previous posts associated with the user;
• generate, via the trained LLM model and based upon the evaluated quality, a modified post comprising modified media content, wherein a change in the modified post is of a first type when the evaluated quality is at or below a threshold or of a second type when the evaluated quality is above a threshold;
• and
• transmit, via the user interface, the modified post for consideration by the user.

A non-transitory computer-readable medium storing instructions that, when executed, cause:

• receiving, via a user interface, an indication of a selected post comprising media content associated with a user;
• evaluating, via a large language model (LLM) trained on training data, a quality of the media content of the selected post, wherein the training data comprises any one or more of a profile of the user, a profile of a follower of the user, or an attribute of one or more previous posts associated with the user;
• generating, via the trained LLM model and based upon the evaluated quality, a modified post comprising modified media content, wherein a change in the modified post is of a first type when the evaluated quality is at or below a threshold or of a second type when the evaluated quality is above a threshold, and wherein the first type of change is more substantive than the second type of change;
• transmitting, via the user interface, the modified post for consideration by the user;
• and
• receiving, via the user interface, an indication of a rejection or an acceptance of the modified post.