diff --git a/CMakeLists.txt b/CMakeLists.txt
index 9c855e62..5d55870e 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -66,13 +66,14 @@ cmaize_find_optional_dependency(
 set(pluginplay_depends utilities parallelzone libfort Boost::boost RocksDB)
 
 # As of 1.0.0 CMaize does not support multiple build or find targets. This will
-# be fixed in a future feature release. For now we handle the
+# be fixed in a future feature release. For now we handle the exposed CMake
+# targets separately instead of a CMaize target
 include(nwx_pybind11)
 if("${BUILD_PYBIND11_PYBINDINGS}")
     nwx_find_pybind11()
     list(
         APPEND pluginplay_depends
-        pybind11_headers pybind11::embed Python::Python
+        pybind11::headers pybind11::embed Python::Python
     )
 endif()