I've heard them called cartridge lamps, or as commonly; 'fuse bulbs'. The dome light moniker is simply an application, which may have taken on some weight as a common description of the type.
But 'festoon' is not a term I've *ever* heard to describe them on this side of the lake. Sounds vaguely silly...like 'pantaloons'.
Google does indeed provide many hits for 'festoon lamp'; but most hits seem to reference the UK, with a few US distributers. Interestingly, the first hit also references 'fuse lamp'; and many, many (the majority, maybe) are for LED replacements.
jak
jak