If LLMs made a huge difference, I would expect that we would have already seen reductions in traffic jams, significant drops in trip times etc from Google and Apple Maps. Use is close to universal, and anecdotally, Maps will take you via routes you'd never discover on your own.
That is to say, I'll believe this when I see it