Best Searching Algorithm Ever Used

Hello! As we know there are different algorithms in computer science which are used to search for data from a particular data structure. What is the best searching algorithm ever? Is there any algorithm which can search an element after just 1 iteration? I was wondering that big organizations and government offices which have data about all their citizens, they for sure must be using such algorithms.
