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So it just automatically uses location data fed by the user and doesn’t prompt? What are the terms of service on data collection?

Not your physical nearest neighbors, rather, product neighbors in similarity space.

I would love a shopping site that tells me what my neighbours are buying. Bonus points if it uses my camera to peek through the windows.