Hail risk is fundamentally event driven. Storm frequency and intensity determine how often properties are exposed to severe hail. But exposure alone doesn’t explain loss outcomes. Structural and surrounding property characteristics influence how hail impact translates into damage severity—shaping how individual properties respond to similar scenarios.