Moreover is often used in slightly informal communication to give a reason in support of an argument, apart from the one you already gave. While it does mean "in addition to" as the dictionary says, its usage is more appropriate in substitution of the phrase "not only that". 'Also' is more informal but serves the same purpose. More @Wikipedia
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