The views are unstructured and it’s not a touristy are at all. If you visit you can also see a few other local gems that aren’t normally part of the tourist excursions when visiting Los Angeles, Terranea and Trump Golf Course. The Korean Friendship Bell is about 15 minutes away.
If you don’t want to drive anywhere else you can simply walk a few feet and eat at Yellow Vase Cafe which is in the same parking lot.
Have you ever been to Palos Verdes? Do you have a favorite spot for great views?