Hello, steering "knocks" should not be present over bumps or gravel. You may have a loose or worn component in the front steering or suspension. A thorough physical inspection is in order to check it out.
RepairPal Certified shops can diagnose and repair your 2012 Lexus CT200h. They provide transparent pricing with a minimum 12-month or 12,000-mile warranty on repairs and services.