--- a/importmagic/index.py
+++ b/importmagic/index.py
@@ -8,18 +8,14 @@
 import logging
 import re
 from contextlib import contextmanager
-from distutils import sysconfig
+import sysconfig
 
 from importmagic.util import parse_ast
 
 
 LIB_LOCATIONS = sorted(set((
-    (sysconfig.get_python_lib(standard_lib=True), 'S'),
-    (sysconfig.get_python_lib(plat_specific=True), '3'),
-    (sysconfig.get_python_lib(standard_lib=True, prefix=sys.prefix), 'S'),
-    (sysconfig.get_python_lib(plat_specific=True, prefix=sys.prefix), '3'),
-    (sysconfig.get_python_lib(standard_lib=True, prefix='/usr/local'), 'S'),
-    (sysconfig.get_python_lib(plat_specific=True, prefix='/usr/local'), '3'),
+    (sysconfig.get_path('stdlib'), 'S'),
+    (sysconfig.get_path('platlib'), '3'),
 )), key=lambda l: -len(l[0]))
 
 # Regex matching modules that we never attempt to index.