We embrace the more qualitative surveying, and we really do try and get out to a customer segment early. And most of that is predicated on getting it into the hands of customers that are eager earlier. It's been a couple of rotations through that time, no hard pivots, but certainly some like solid, forty five degree rotations in terms of what we're trying to do.

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