The most relevant reason your learning coach might give is: Linear search is perfect if the data is not sorted.
Linear search does not require the data to be in any particular order, making it useful for unsorted data. In contrast, more efficient search algorithms, such as binary search, require the data to be sorted. So, if you are dealing with an unsorted dataset, linear search is often the simplest and most straightforward solution.