The correct response to the question "Why is Venus the hottest solar system planet?" is:
Its atmosphere is rich in carbon dioxide gas.
Venus has a thick atmosphere composed mainly of carbon dioxide, which creates an intense greenhouse effect, trapping heat and raising surface temperatures significantly. While it is not the closest planet to the Sun (Mercury holds that title), its atmospheric composition is the primary reason for its extreme heat.