Could I get away with standard Perch for 20 products in a simple shop?
Yes, that should be fine. The key part is the "simple shop" rather than the number of products.
Should have explained what I meant by simple. It's essentially a shop selling small products to customers in the UK. Business is VAT registered.
I think you should be fine.