https://www.insurancebusinessmag.com/us/news/marketing/personal-auto-insurance-shopping-activity-hits-fouryear-low-101399.aspx
https://www.prnewswire.com/news-releases/chubb-launches-new-personal-cyber-protection-coverage-300656433.html
https://www.propertycasualty360.com/2018/05/17/percentage-of-personal-auto-insurance-shoppers-rea/?slreturn=20180504055352
https://ekinsurance.com/flood/