Would a disguise at time of purchase not help reduce this risk?
(Perhaps if you arrange to buy your burner from the convenience store next door to a goth club...)
The unregulated pharmaceuticals distribution market relies on burner phones and seems pretty solid despite effectively continuous attempts to conduct surveillance on them.