diff --git a/.github/workflows/all.yml b/.github/workflows/all.yml
index 3ee6aef00..ac90d1f23 100644
--- a/.github/workflows/all.yml
+++ b/.github/workflows/all.yml
@@ -231,6 +231,7 @@ jobs:
           qt5-qtbase-devel
           qt5-qtx11extras-devel
           qt5-rpm-macros
+          qtsingleapplication-qt5-devel
           rpmdevtools
           sha2-devel
           sparsehash-devel
@@ -242,7 +243,7 @@ jobs:
         run: git config --global --add safe.directory ${GITHUB_WORKSPACE}
       - name: cmake
         working-directory: bin
-        run: cmake ..
+        run: cmake -DUSE_SYSTEM_QTSINGLEAPPLICATION=On ..
       - name: Build source tarball
         working-directory: bin
         run: ../dist/maketarball.sh
@@ -303,6 +304,7 @@ jobs:
           qt5-qtbase-devel
           qt5-qtx11extras-devel
           qt5-rpm-macros
+          qtsingleapplication-qt5-devel
           rpmdevtools
           sha2-devel
           sparsehash-devel
@@ -314,7 +316,7 @@ jobs:
         run: git config --global --add safe.directory ${GITHUB_WORKSPACE}
       - name: cmake
         working-directory: bin
-        run: cmake ..
+        run: cmake -DUSE_SYSTEM_QTSINGLEAPPLICATION=On ..
       - name: Build source tarball
         working-directory: bin
         run: ../dist/maketarball.sh
@@ -375,6 +377,7 @@ jobs:
           qt5-qtbase-devel
           qt5-qtx11extras-devel
           qt5-rpm-macros
+          qtsingleapplication-qt5-devel
           rpmdevtools
           sha2-devel
           sparsehash-devel
@@ -386,7 +389,7 @@ jobs:
         run: git config --global --add safe.directory ${GITHUB_WORKSPACE}
       - name: cmake
         working-directory: bin
-        run: cmake ..
+        run: cmake -DUSE_SYSTEM_QTSINGLEAPPLICATION=On ..
       - name: Build source tarball
         working-directory: bin
         run: ../dist/maketarball.sh
diff --git a/dist/clementine.spec.in b/dist/clementine.spec.in
index 673e9c145..caf45b121 100644
--- a/dist/clementine.spec.in
+++ b/dist/clementine.spec.in
@@ -18,6 +18,7 @@ BuildRequires:  liblastfm-qt5-devel
 BuildRequires:  desktop-file-utils
 BuildRequires:  hicolor-icon-theme
 BuildRequires:  libappstream-glib
+BuildRequires:  qtsingleapplication-qt5-devel
 BuildRequires:  pkgconfig
 BuildRequires:  pkgconfig(glib-2.0)
 BuildRequires:  pkgconfig(gio-2.0)