If the same person makes a search on desktop and then on a mobile device does the session ID follow them? (ie. can we tell that it was the same user making the search? How long do we keep the same ...

The Session ID will follow the user only if the user is logged in on both devices (desktop and mobile), otherwise not. The SessionID is recalculated every 30 days