AI tools usually work by taking answers you provide (injuries, treatment dates, lost wages) and applying general patterns from past cases. That means the estimate is only as reliable as the details you enter—and those details often don’t capture what matters most in real California negotiations.
In Petaluma, insurers may focus heavily on:
- Traffic and intersection facts (who entered the lane/turn when, visibility, and braking distances)
- Consistency between the crash story and medical timeline
- Whether symptoms match the documented diagnosis
- Any arguments about comparative fault (California allows fault to reduce recovery)
A calculator can be a starting point, but it can’t replace case-specific evidence review.


