Hot Jupiters, Cool Neptunes, and Extrasolar Earths I discuss three topics related to the search for extrasolar planets. (1) I discuss the recent detection of a population of ``very hot Jupiters,'' planets with periods P<3 days, in transit (TR) surveys for extrasolar planets. These detections are surprising, given that radial velocity (RV) surveys have found a dearth of such planets, despite the fact that their sensitivity increases with decreasing P. I demonstrate that, when the selection biases of TR surveys and small-number statistics are properly taken into account, the results of RV and TR surveys are consistent and imply that the relative frequency of very hot Jupiters to hot Jupiters (P>3d) is ~10-20%. (2) I summarize the theory of, results from, and future prospects for microlensing searches for extrasolar planets. I demonstrate that, within a few years, it should be possible to use microlensing to constrain the frequency of companions at several AU with mass as small as ~15 Earth masses to ~10%. (3) Finally, I compare the prospects of potential state-of-the-art experiments for detecting Earth-mass planets around main-sequence stars using radial velocities, transits, astrometry, and microlensing. In particular, I show that unless Earth-mass planets are very common or are packed much closer to their parent stars than in the solar system, future searches using transits, RV, and astrometry (as they are currently planned) may not yield any reliable Earth-mass planet detections. Further, even if all stars have Earth-mass planets at periods of one year (and adopting other optimistic assumptions as well), the combined yield of all four techniques would be the detection of only about five such planets at high S/N.