I get asked all the time. I think part of it is that I look like a courier when I cycle and couriers are like taxi drivers they typically know all the streets. Easy to communicate with someone on a bike as the OP suggested. I find that it is mostly suburbanites coming into the big city and need to find their way to major hospitals, or the theaters etc.