I'm no CA or LA expert, but have been out there a fair amount on business.
I'd vote for sightseeing along Rte 1 either north of Santa Monica or south of Seal Beach.
Or, if enough folks are into the Beach Boys or the surf sound, maybe some places related to that.
https://www.youtube.com/watch?v=W5D07c0dJuQ