Many riders first assume the payout depends mainly on the injury type. In practice, insurers frequently focus on two questions:
- Who was responsible for the crash?
- Can they prove the injuries were caused by the crash (and not something else)?
In a suburban commute setting like Lake Stevens, disputes commonly arise from facts such as:
- Right-of-way confusion at intersections (especially when vehicles turn across a rider’s path)
- Lane positioning and visibility issues (including poor sight lines, weather, or traffic congestion)
- Conflicting accounts between drivers, witnesses, or recorded statements
- Claims that the rider was traveling too fast for conditions or that braking/avoidance was unreasonable
When those themes show up, an AI estimate can mislead you—because it can’t weigh the credibility of witnesses, interpret accident reports, or reconcile medical records with the crash mechanics.


