Does the product have a price yet, and is it a simple product or a variable product? Variable products created from a former simple product need to have prices assigned to instances, for a "add to cart" button to show up, I think. I know I added a product right after installing woocommerce, and the "add to cart" button did not show up right away until I had fleshed out the product a bit more.
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