If you want the notes to appear in different browser, you can use asterisk character in the title of the website.
If the title of the website is Amazon Shopping - Chrome
You can double click on the title and edit it to Amazon Shopping*
So the note will appear when the website is opened in any browser.
You can watch the below video for more clarity: