Online tools are built on averages. Your case is not average—especially in a city where crash risk is influenced by:
- Commuter corridors and signal timing: stop-and-go traffic can lead to late braking, left-turn conflicts, and rear-end impacts.
- Nighttime visibility issues: riders share roads with drivers coming from evening work shifts and entertainment areas, where lighting and glare matter.
- Construction and lane shifts: road work can create sudden merges, narrowed lanes, and unclear signage—conditions that often become central to fault.
- Weather swings: fog, rain, and winter traction changes can contribute to loss of control or delayed stopping.
Because these factors affect fault, insurers often focus less on the diagnosis alone and more on whether the crash story is supported by records, photos, and witness statements.


