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In quite the coincidence, when I attempted to get a random human in the US, I got a simulated person 3mi from my (very rural) house. When I searched the coords, it was in the middle of a forest. The demographics seemed off for my area (too young, income too low, there is no internet access in that area, unlikely religion)

Is the precision limited to the country level?

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Geographically, yes the precision is at the country level. Within each country, there is another breakdown by age and sex, another by religion, another for language, and so on. So, there are a few ways - beyond geography - that you can slice the results and they are going to be proportional to reality.

Of course, the devil is in the details, so when you zoom in on any individual you can see the "uncanny valley" of how the simulated agents aren't quite right.

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