I want to run different WordPress websites under the same database

I believe a multisite solution + WooCommerce plugin (which is multisite compatible) would answer to the specifications you have listed.

About the multisite installation

I strongly recommend you to read:

As explained in the tutorial above, you can set different domain names for each of your sites, it just requires an additionnal plugin called WordPress MU Domain Mapping.

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