diff --git a/archlinux/PKGBUILD b/archlinux/PKGBUILD
index 28e11d04b..cf6343f73 100644
--- a/archlinux/PKGBUILD
+++ b/archlinux/PKGBUILD
@@ -38,6 +38,8 @@ check() {
 package() {
   cd "$pkgname-$pkgver"
   python setup.py install --root="$pkgdir"
+  install -vDm644 -t "${pkgdir}/usr/share/pixmaps" plover/assets/plover.png
+  install -vDm644 -t "${pkgdir}/usr/share/applications" application/plover.desktop
   chmod og+rX -R "$pkgdir"
 }
 
diff --git a/linux/appimage/build.sh b/linux/appimage/build.sh
index 790454787..2430be805 100755
--- a/linux/appimage/build.sh
+++ b/linux/appimage/build.sh
@@ -121,11 +121,9 @@ python='appdir_python'
 # Install Plover and dependencies.
 bootstrap_dist "$wheel"
 
-# Note: those will re-appear in their respective
-# locations when creating the AppImage...
-# ¯\_(ツ)_/¯
-run mv "$appdir/usr/share/applications/plover.desktop" "$appdir/plover.desktop"
-run mv "$appdir/usr/share/pixmaps/plover.png" "$appdir/plover.png"
+# Add desktop integration.
+run cp 'application/plover.desktop' "$appdir/plover.desktop"
+run cp 'plover/assets/plover.png' "$appdir/plover.png"
 
 # Trim the fat.
 run "$python" -m utils.trim "$appdir" linux/appimage/blacklist.txt
diff --git a/rpm/package.spec b/rpm/package.spec
index ef10f4e27..4353009bb 100644
--- a/rpm/package.spec
+++ b/rpm/package.spec
@@ -46,6 +46,8 @@ env PYTHONPATH="$PWD/.deps" %{__python3} setup.py compile_catalog build_ui build
 
 %install
 env PYTHONPATH="$PWD/.deps" %py3_install
+install -vDm644 -t "%{buildroot}/usr/share/pixmaps" plover/assets/plover.png
+install -vDm644 -t "%{buildroot}/usr/share/applications" application/plover.desktop
 
 %check
 env PYTHONPATH="$PWD/.deps" %{__python3} setup.py test
diff --git a/setup.py b/setup.py
index a4f053e1f..74341a4b8 100755
--- a/setup.py
+++ b/setup.py
@@ -467,8 +467,4 @@ def run(self):
     options=options,
     cmdclass=cmdclass,
     extras_require=extras_require,
-    data_files=[
-        ('share/applications', ['application/plover.desktop']),
-        ('share/pixmaps', ['plover/assets/plover.png']),
-    ],
 )