I've used RemoteUtilities for a couple years to successfully access a computer and see all 4 monitors remotely.
Since upgrading to version 220.127.116.11 on both the host and viewer, only the first and second monitors can be seen. There is appropriate black space for these monitors on the "Entire desktop" view. They will not show when attempting to view individually.
To add to the mystery, the image on the Remote Utilities - Viewer shows images for the first 3 monitors.
The host has been upgraded to Windows 10. We only now installed the new RU version, so perhaps the Windows 10 upgrade is a contributing factor.
The "Second screen black" thread is similar to this, but since that was a new install, I've started a new thread.