In 2016, I wrote an essay titled Welcome to AirSpace, describing my first impressions of this phenomenon of sameness. “AirSpace” was my coinage for the strangely frictionless geography created by digital platforms, in which you could move between places without straying beyond the boundaries of an app, or leaving the bubble of the generic aesthetic. The word was partly a riff on Airbnb, but it was also inspired by the sense of vaporousness and unreality that these places gave me. They seemed so disconnected from geography that they could float away and land anywhere else. When you were in one, you could be anywhere.

My theory was that all the physical places interconnected by apps had a way of resembling one another. In the case of the cafes, the growth of Instagram gave international cafe owners and baristas a way to follow one another in real time and gradually, via algorithmic recommendations, begin consuming the same kinds of content. One cafe owner’s personal taste would drift toward what the rest of them liked, too, eventually coalescing. On the customer side, Yelp, Foursquare and Google Maps drove people like me – who could also follow the popular coffee aesthetics on Instagram – toward cafes that conformed with what they wanted to see by putting them at the top of searches or highlighting them on a map.

-- The tyranny of the algorithm: why every coffee shop looks the same