Reading versus working
[Draft placeholder — replace with the real article.] If visitors mainly read and then contact you, that is a website. If they log in and get something done, that is an application, and it needs different foundations.
What changes in the build
[Draft placeholder.] Accounts, permissions, data models, and audit trails are the parts that make applications more involved than sites.