The problem still remains.
From the facebook commerce, into the “data source” section, I can see that 182 products are available, which is expected. But when I go to the “items” section under the “catalog” then I can see that there are 248 products which is much more than my actual or expected product. I think that’s why the same product shows multiple times in the “shop” section.