If a car was parked in a lot and hit and the person did not leave a note or anything will your insurance cover it in California?

You would need to have Collision and or Uninsured Motorist Property Damage coverage for the vehicle in order for the insurance company to pay. You may also have to make a report to the business that owns and maintains the parking lot.