Lightning Components can be presented in a Visualforce page as described in the Use Lightning Components in Visualforce Pages documentation via an app that extends
ltng:outApp. Given that this specific app configuration is required, am I correct in assuming that an app created via the Lightning App Builder can't be presented in a Visualforce page?
(This Can Lightning Pages created with Lightning App Builder be used for desktop? is a slightly different question and quite old now.)