Disclosed herein are systems and methods for dynamically minimizing a perceived risk for a multimodal mobility service, The systems and methods may include identifying a safety-related attribute for a route from a starting location to an ending location. The safety-related attribute may be associated with a perceived risk for a dimension of the route. A risk score for the route may be determined using the safety-related attribute. The risk score for the multimodal mobility service based on the perceived risk for the dimension of the route.
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