Could we automate the search. Look for portions of the sky where the planet covers a background star. Plot real and false positive data to see what could be there, flying around.
Unless it orbits faster than Earth, it's periodic data too. If it does orbit the sun faster than Earth, outside Neptune's orbit, its really cruising!