You can completely remove or hide Recommended section from Windows 11 Start menu using Group Policy, Registry or ExplorerPatcher.

Remove the Recommended section from the Windows 11 Start menu with easy steps using Settings, PowerShell, Group Policy, or Registry Editor for a cleaner interface.

If I just right-click and hit "Remove From This List," it just returns upon reboot, even if I've never opened the file.