They chose Long Beach, CA in case anyone is just skimming Lemmy. According to another article, one of the main reasons was to attract engineering talent.
Rivian is based just 25 miles south in Irvine and there's Fisker in LA. Tesla and Lucid have a presence in the Bay area, so could be a play to lure those who want to relocate south as well.