Hi JustPuzzled AsAlways,
If a VAT registered business makes a sale to another VAT registered business then a VAT must be issued.
Please see the guidance below which details the information which a VAT invoice should show.
16.1 Introduction to VAT invoices
If you look at section 16.6 of the same guidance it will show the details required to be shown on a simplified invoioce for sales below £250
This will be a third party dispute between yourself and the retailer but you are within your rights to request a VAT invoice so that you can treat the VAT paid as your input tax.
Thank you.