Hamburg, like many other European cities, is investing in the expansion of public transport and an improved infrastructure for pedestrians and cyclists. In addition to this, new mobility services such as ride-sharing offer attractive opportunities to be flexibly mobile without owning a car. In doing so, it is important to involve all stake-