diff --git a/campivisivi-titillium-fonts.metainfo.xml b/campivisivi-titillium-fonts.metainfo.xml
new file mode 100644
index 0000000..ebb6f74
--- /dev/null
+++ b/campivisivi-titillium-fonts.metainfo.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!-- Copyright 2014 Richard Hughes <richard@hughsie.com> -->
+<component type="font">
+  <id>campivisivi-titillium-fonts</id>
+  <metadata_license>CC0-1.0</metadata_license>
+  <name>Titillium</name>
+  <summary>A sans-serif font designed inside Campi Visivi's Type Design course</summary>
+</component>
diff --git a/campivisivi-titillium-fonts.spec b/campivisivi-titillium-fonts.spec
index 3dd4926..9b52ada 100644
--- a/campivisivi-titillium-fonts.spec
+++ b/campivisivi-titillium-fonts.spec
@@ -3,13 +3,14 @@
 
 Name:           campivisivi-titillium-fonts
 Version:        20120913
-Release:        4%{?dist}
+Release:        5%{?dist}
 Summary:        Sans-serif typeface designed inside Campi Visivi's Type Design course
 
 License:        OFL
 URL:            http://www.campivisivi.net/titillium/
 Source0:        http://www.campivisivi.net/titillium/download/Titillium_roman_upright_italic_2_0_OT.zip
 Source1:        %{name}-fontconfig.conf
+Source2:        %{fontname}.metainfo.xml
 
 BuildArch:      noarch
 BuildRequires:  fontpackages-devel
@@ -43,12 +44,20 @@ install -m 0644 -p %{SOURCE1} \
 ln -s %{_fontconfig_templatedir}/%{fontconf} \
       %{buildroot}%{_fontconfig_confdir}/%{fontconf}
 
+# Add AppStream metadata
+install -Dm 0644 -p %{SOURCE2} \
+        %{buildroot}%{_datadir}/appdata/%{fontname}.metainfo.xml
+
 %_font_pkg -f %{fontconf} *.otf
+%{_datadir}/appdata/%{fontname}.metainfo.xml
 
 %doc OFL-FAQ.txt OFL-titillium.txt
 
 
 %changelog
+* Wed Oct 15 2014 Richard Hughes <richard@hughsie.com> - 20120913-5
+- Add a MetaInfo file for the software center; this is a font we want to show.
+
 * Sat Jun 07 2014 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 20120913-4
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_21_Mass_Rebuild