We believe we have located your account and can see that you have added the details as ‘notes’ - the notes aren’t searchable, you would need to add the details as a comment line or as part of the item description to be able to search.
There may be a feature request for the search function in notes, I will have a search and if I find one I will add it to this post
Feature Request Thread: Search invoice notes field