LED Tail Lights
Yup, that'll do it (and a gallon ought to set you up for several lifetimes' worth of lamps). You don't need a shiny/glossy surface to do the job.
Want to see why this is a better idea than chrome/aluminum spray paint (which is admittedly easier)? Lookit: