Aoko volunteers to help Conan with catching Kid :] Kaito got dragged along for moral support since he's "bad at riddles". Shinichi's too bemused to consider calling him out.
Kaito Kid was next on the list because the idea of "Conan going through the five stages of grief thinking his fake brother (who he didn't want to get attached to in the first place) is a thief" got to me