Why are some customers not being charged tax on my online store?

Hello!

I have set up collect sales taxes in NY state (NYC in particular so 8.875%) and the taxes are being calculated at the checkout but not collected by sShopify.

Clearly I am having to pay taxes I never collected.

I have reached out to Shopify Support however it seems impossible to get a proper answer so far?

Any input?

Thank you