Classic consumption taxes (sales taxes and VAT) tend to be quite regressive.
I haven't read the whole report, but this was studied in 2005[1] and they had to add a "Family Credit" (basically a UBI) of 500-1000$ per month to balance it out, and recovered approximately 65% of individual and corporate income taxes.
1. https://govinfo.library.unt.edu/taxreformpanel/final-report/...