The issue with VAT is that as usually applied it is an extremely regressive tax. Poorer people spend a far higher proportion on their income on purchases that have VAT applied. If more categories of basic goods were zero-rated or exempt, or if other mechanisms were used to make the VAT burden less regressive, then it might be viable.