diff --git a/CMakeLists.txt b/CMakeLists.txt
index b71bcd0ec6..a1bfd5ad4b 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -703,7 +703,9 @@ include_directories(Externals/soundtouch)
 dolphin_find_optional_system_library(CUBEB Externals/cubeb)
 
 if(NOT ANDROID)
-  dolphin_find_optional_system_library(LibUSB Externals/libusb)
+  dolphin_find_optional_system_library_pkgconfig(
+    LibUSB libusb-1.0 LibUSB::LibUSB Externals/libusb
+  )
   add_definitions(-D__LIBUSB__)
 endif()
 
diff --git a/Externals/hidapi/CMakeLists.txt b/Externals/hidapi/CMakeLists.txt
index 6ea9d24e4f..210643caf0 100644
--- a/Externals/hidapi/CMakeLists.txt
+++ b/Externals/hidapi/CMakeLists.txt
@@ -15,7 +15,7 @@ else()
     target_link_libraries(hidapi PRIVATE udev)
   else()
     target_sources(hidapi PRIVATE hidapi-src/libusb/hid.c)
-    target_link_libraries(hidapi PRIVATE ${LIBUSB_LIBRARIES})
+    target_link_libraries(hidapi PRIVATE LibUSB::LibUSB)
   endif()
 endif()