As noted, PIP coverage is not available for purchase in California. … Med Pay is an optional insurance product in California that covers your medical bills similar to the way a PIP policy would. Like PIP policies, Med Pay policies generally cover medical expenses regardless of fault in an accident. Apr 29, 2021