To verify and rebuild data in QuickBooks Desktop, go to the "File" menu, select "Utilities," choose "Verify Data" to check for any issues, and then select "Rebuild Data" to fix any identified problems. This process helps ensure the integrity and stability of your QuickBooks Desktop profile.