The present disclosure provides a method of purifying pharmaceutical compositions consisting essentially of STAT3 inhibitors from a mixture of compounds, pharmaceutical compositions comprising STAT3 inhibitors used to inhibit STAT3 in tumor cells, and certain pharmaceutically acceptable salts thereof, and methods of use.