Abstract: Tools are provided for collecting and distributing information from guidance counselors, parents, students, schools, and other third parties regarding the college search and application process. Data points are collected through interaction with computer applications and used to match schools and applicants, provide personalized tours, and predict conversion probabilities allowing colleges and students to tailor their application and admissions processes more narrowly than previously possible.