Products are stored without title and product variations. Can't display them
I'm not working on Kickstart as I prefer to have a custom install of Drupal Commerce.

Commerce concept is that each product you create is a variation and you can use those variations in a display (content type)

If you can't see and delete products in the products list, you can create a view (page) displaying commerce products in admin mode (page url : admin/my-view).
Then add fields like : product id, sku, title and commerce product delete link.

But it's really strange to have products without title in yourdatabase... because you can't create product without title.