Some of the challenges we face while doing API testing are as follows
•    Selecting proper parameters and its combinations
•    Categorizing the parameters properly
•    Proper call sequencing is required as this may lead to inadequate coverage 
in testing
•    Verifying and validating the output
•    Due to absence of GUI it is quite difficult to provide input values