This investigation provides a model for at-risk youth community agencies to tailor their programs to fit the specific needs of their local out-of-school youth. Using a needs-based assessment, baseline data were gathered on Cleveland African Americans (N = 187) to pinpoint academic strengths and deficits, career interests, and life-skill needs. The practical implications of population data in program development as well as the perceived benefits are discussed. (Contains 3 tables and 1 figure.)