This is similar to getting rid of income tax and replacing it with higher sales taxes. Tariffs will only affect the portion of your income that goes to purchases.
Guess which people spend the majority of their income, percentage-wise, on purchases? That’s right! Not billionaires.
This is not surprising at all.