This document summarizes research conducted on an ISM app to support outfit choices. Methods included questionnaires, interviews, and usability testing with 40 respondents and 7 participants. Most participants were female ages 18-29 and considered fashion very or extremely important. The research found ISM fails to support outfit choices because it lacks condition-based searching to find outfits fitting specific weather or occasions. Suggested improvements included adding filters for weather and occasion, improving the search functionality to find options from a user's wardrobe more quickly, and fixing some technical issues like crashing.