Definitely not bixby creek. The railing is wrong, the arch isn't tall enough, and it doesn't have the larger support towers on either side. After growing up in the area, I can't help but notice every time it turns up in a car commercial, which tends to happen every other year or so.

Support towers

railing

It's closer to the Rocky Creek Bridge, but that's still not it...

Matthew