In order to raise awareness on particularly gender disparities during their exercise of the right to be mobile and participate in the city, this work aims to examine the associations between the frequency of the usage of on-demand transport services and particular factors related to gender-based inequalities such as sexual harassment, gender-based violence and fear, crime rates, social class and individual practices to contribute with broader debates on gendered social exclusion and inaccessibility. While intersecting concepts underpinning transport-related social exclusion (TRSE) and access to the city, this study uses official quantitative data, including attitudinal preferences, from the cities of Bogota and Mexico City provided by the Inter-American Development Bank (IDB) as part of their broader research on ride-hailing and Social Exclusion.