The finer points don't matter. If it did, they'd be wondering why the nation is not awash in coal jobs and why Obamacare wasn't repealed. Both of those were supposed to have happened by 2020.
Tariffs are sold to them as "hitting back" against countries "exploiting America". They don't know what they are or how they work, and they definitely do not think of it as a tax, which is the definition you'd see in any AP Macroeconomics textbook.
All that matters is maintaining the illusion that "he's fighting for people like me".