That won't work. GPS requires line of sight - hence it can't work in caves, or in buildings.
It works by time of flight for a signal to/from three or more satellites. If you whack it under the seat, it won't be able to get a signal to the satellites.
You'd have to have an external antenna mounted somewhere creatively.
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