diff --git a/cpp/cmake_modules/ThirdpartyToolchain.cmake b/cpp/cmake_modules/ThirdpartyToolchain.cmake
index 1c10251ae17..176c31e1299 100644
--- a/cpp/cmake_modules/ThirdpartyToolchain.cmake
+++ b/cpp/cmake_modules/ThirdpartyToolchain.cmake
@@ -58,6 +58,7 @@ set(ARROW_THIRDPARTY_DEPENDENCIES
     c-ares
     gflags
     GLOG
+    google_cloud_cpp_storage
     gRPC
     GTest
     LLVM