Removing VAT as a small seller

Based in the UK and will also sell on the UK marketplace. I am an individual seller using Amazon as a source of earning extra money. I plan to start small like very small. I will not be hitting the £85k threshold for VAT. What do I need to do to not pay VAT to Amazon?

Thanks