I used the option "Add to home screen" in duck duck go and it created a shortcut on the home screen, which opens duck duck go with the page. Not a real app!
I tried with Chrome. It has option "Install app", which works as expected! Thank you!!!
Discussion
Yep, native browsers normally have this option. Chrome on iOS doesn’t for this very reason probably.
Glad it worked.