I believe it works so well on those who are in a bad financial situation because whatever little money they make, they want to/need to keep as much of it as possible.

That makes them an easy target of "we're going to lower taxes." While of course only doing it for the wealthy and screaming the left wants to give your hard earned money to lazy people, immigrants, sex changes or whatever marginalized group is the flavour of the year to attack.