Abstract: Provided are computer-implemented systems and methods for simulating a reaction to a marketing message. A marketing message request including one or more marketing messages is received. A simulation profile is generated based on the marketing request and a plurality of healthcare professional profiles. A simulated reaction to the one or more marketing message is generated for a candidate healthcare professional profile of the plurality of healthcare professional profiles by sensing a first prompt including the candidate profile and the marketing message to an LLM system and receiving a first response based on the first prompt. The first response can include the simulated reaction from the candidate healthcare professional profile. The simulation profile is updated with the simulated reaction and the reaction is output.

Abstract: Various methods and systems are described for use in operating and maintaining a user subscribed system, such as a website or network. For example, a social networking site or network is contemplated with a member account having one or more member profiles associated with his or her member account. In accordance with one embodiment of the invention, the described systems and methods may provide a user selective access to member-related information, such as topic-based electronic content associated with the member, member-related or identifying information, and other such information, in accordance with member selected categorization and/or organisation. Users may be categorized hierarchically into contact groups, such that access to member-related information by user in a given contact group depends on the permission rights granted to that contact group.