Hi Dave, & a big welcome to the forums!
Sorry to hear about this starting problem - how annoying!
If it's not the fuel pump, could be, that running so low on petrol has drawn a load of debris from the bottom of the tank that is now blocking the fuel-filter.
Do you allow this to happen often?