Much of what you say is true, but again your mechanic friend can only provide a meaningful answer if they know the model of car. It’s the first question any half way competent mechanic will ask!

The cars sitting outside my home vary in oil service interval by over 10k miles, as just one simple example, and I don’t drive anything particularly exotic.

By under-specifying the question, you rob it of the context to be answered accurately.