Live Star Ratings: When Your Robotaxi Knows Where Tokyo Actually Is Tonight
Static review scores are a lagging indicator. A robotaxi fleet moving through the city is a live popularity sensor for every neighbourhood, restaurant, and viewpoint.
The problem with Google reviews is that they average five years of opinion. The problem with Instagram is that it averages what people want you to think they enjoyed. A robotaxi fleet averages what people actually did in the last ninety minutes.
A live heat-map of the city
Where are drop-offs spiking? Which izakaya just took twelve bookings in an hour? Which stretch of the Meguro river is quiet enough to walk tonight? That is a dataset only the transaction layer can see, and it is far more useful than any static score.
Popularity is not the whole story
The same signal can surface the opposite: the empty shrine, the eight-seat ramen bar with no queue, the observation deck without the crowd. A good recommendation engine sells both.
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