Can I sell a product on a regular page without creating a store page?

If i want my website to just be one landing page for one product, should I make a store page look like a home page or should I make a regular page with a product block?

I suggest you try the product block on a page first.

If you went with a store product detail page there may be issues with getting a clean looking URL.

Let us know how it goes.