Is there any way to auto-populate the description?
Sorry, the description column on the invoice (2nd column)
Yes! If you go to Settings > Products, you can check the box which says Auto-fill products
When you start typing the product item (the first column) you can select the item from the drop down and the description and cost will auto-populate.
Oh right, thanks!