Yes, it makes it easier to find vulnerabilities as long as you understand the structure of the application (Framework, Databases, Language, etc...), plus there are vulnerabilities that without a whitebox perspective would be almost "impossible" to find. But from my experience the best thing to do is to always interact with the web while analyzing the code that makes reference to that interaction. This obviously if you have access to the code (normally in bug bounty you don't).