Shared With Me shows you all the Shared Profiles that have been published by vendors you are monitoring.
Once a monitored vendor has given you access to their shared profile you'll be able to see their security rating, industry average security rating, company information, security questionnaires, audit reports, and other documentation to help you assess them.