The purpose of this pilot study is to assess the feasibility, acceptability, and potential effectiveness of identifying people with osteoarthritis (OA) who are interested in individualized exercise programs through a web-based osteoarthritis application; assessing their exercise barriers, facilitators, motivators and preferences; and engaging them in an exercise program tailored to meet their needs by a Certified Fitness Trainer.