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It's pretty hit and miss in Boston and NYC too.

Things are a little better now that the app shows the model and color of car, although that too seems to also be inconsistent

At least most drivers in Boston have front license plates. I've always found that tricky when I'm in states that don't require them.

Here in Alberta, front license plates aren't required. I don't even thing that they issue front license plates anymore.

It would certainly make it easier to see if you've got the right car though.