Found this really useful and saved me from digging through other guides and customising the menu manually.
Kudos to Daniel Richter for such a simple program.
I had to use the below command first as per the comments.
sudo apt-get install python-software-properties
Install Grub Customizer in Ubuntu 14.04 to Manage Your Grub Bootloader | UbuntuHandbook.