I’ve heard that the absolute cheapest options are often regional insurance companies that don’t spend a lot on marketing. For example, in Iowa, people have suggested getting quotes from IMT, Grinnell, and Iowa Mutual. It might be worth looking into smaller insurers in your specific state.