The rough answer from this link is what has helped me. I will post more detailed to the answer as I progress through it. Hopefully, this helps someone in the meantime.
You need to be jailbroken for this to work.Transfer all your apps to iTunes so you can get them back.
Backup the following file using iFile in the following directory:
private/var/mobile/Library/SpringBoard
IconState.plist
Backup this file to dropbox using iFile.
Restore iPhone as new. Sync apps back using iTunes. Re-jailbreak phone. Install iFile.
To restore springboard organization, rename the backed up file
IconState.plist
toDesiredIconState.plist
and then copy toprivate/var/mobile/Library/SpringBoard
.Overwrite the existing file if necessary. Respring and springboard layout should be restored.
Additional Reverse Engineering Reference used for the answer but forgot to link:
https://zhangkn.github.io/2018/03/com.apple.Preferences/