Can We Find Exoplanets Using Gravitational Waves?

In this episode, is it possible to find exoplanets using their gravitational wave signatures? It turns out it is possible if the orbit of the planet is close enough and short enough to the host star, in other words, if the gravitational luminosity (I love that term) is bright enough. So what kind of exoplanets can we expect to find using gravitational waves and from where?
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