Light flickers once when fan is turned on
This isn't really an answer, but I thought I'd close the loop.

Changing the bulb to a different brand of LED bulb causes the flicker to stop.

This doesn't explain why the flicker is there to begin with, but all of the installed fans of the same model exhibit this behavior.

Ideally, I would investigate further, but time is limited.