Leaving it at home, or having someone else carry it with them could provide an alibi.
Itβs a truism, but location data for a phone only proves where the phone was. Or where the phone thought it was. I wonder how quick a prosecutor might be to point this out. Especially when they might be less quick to do so if the location data suggested your phone was at the scene of the crime.
I assume it's because it's not getting good GPS (I'm inside a block of flats), there's no cellular signal, and therefore latches onto a visible WIFI SSID (I can see 15+) that it's got a location for which just happens to be [somewhere else].
(Similar to when my phone used to think Euston Station was in Manchester because it was picking up the SSIDs from the trains as part of AGPS.)
Presumably that isn't a great alibi though. The activity on those devices probably wouldn't match the "normal" activity when one is home, so I suspect it would be easy for a prosecutor to argue that the devices were just left at home.