As an example, if you search for Dearborn, MI on AirBnB it takes you to Detroit instead https://www.airbnb.com/s/Dearborn--MI--United-States/homes?p...
That's an interesting choice. I wonder if this is even intentional or a bug?
That's an interesting choice. I wonder if this is even intentional or a bug?
Manhattan is actually pretty easy. In many parts of Manhattan it really is mostly about just drawing a reasonable bounding box.
But for a random location, getting to a result that you'd get conversing with an intelligent assistant familiar with the area is going to be tough. You have to apply a lot of your own judgement and, even then, I definitely mess up now and then with cities I'm unfamiliar with.
And most people pay for low prices. Not incrementally more sophisticated recommendation engines.