diff --git a/docs/index.rst b/docs/index.rst
index 5edf262..40324ec 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -52,6 +52,14 @@ change some internal defaults:
                                 folders. Defaults to ``translations``.
 `BABEL_DOMAIN`                  The message domain used by the application.
                                 Defaults to ``messages``.
+
+                                It can also be a semi-colon (``;``) separated
+                                string of different domains for each of the
+                                translation directories, eg::
+
+                                    BABEL_TRANSLATION_DIRECTORIES=/path/to/translations;/another/path/
+                                    BABEL_DOMAINS=messages;myapp
+
 =============================== =============================================
 
 For more complex applications you might want to have multiple applications
diff --git a/flask_babel/__init__.py b/flask_babel/__init__.py
index e179a9f..598a893 100644
--- a/flask_babel/__init__.py
+++ b/flask_babel/__init__.py
@@ -512,13 +512,30 @@ class Domain(object):
     """Localization domain. By default will use look for translations in Flask
     application directory and "messages" domain - all message catalogs should
     be called ``messages.mo``.
+    
+    Additional domains are supported passing a list of domain names to the ``domain``
+    argument, but note that in this case they must match a list passed
+    to ``translation_directories``, eg::
+
+        Domain(
+            translation_directories=[
+                "/path/to/translations/with/messages/domain",
+                "/another/path/to/translations/with/another/domain",
+            ],
+            domains=[
+                "messages",
+                "myapp",
+            ]
+        )
     """
 
     def __init__(self, translation_directories=None, domain='messages'):
         if isinstance(translation_directories, str):
             translation_directories = [translation_directories]
         self._translation_directories = translation_directories
-        self.domain = domain
+
+        self.domain = domain.split(';')
+
         self.cache = {}
 
     def __repr__(self):
@@ -553,15 +570,22 @@ def get_translations(self):
         cache = self.get_translations_cache(ctx)
         locale = get_locale()
         try:
-            return cache[str(locale), self.domain]
+            return cache[str(locale), self.domain[0]]
         except KeyError:
             translations = support.Translations()
 
-            for dirname in self.translation_directories:
+            for index, dirname in enumerate(self.translation_directories):
+
+                domain = (
+                    self.domain[0]
+                    if len(self.domain) == 1
+                    else self.domain[index]
+                )
+
                 catalog = support.Translations.load(
                     dirname,
                     [locale],
-                    self.domain
+                    domain
                 )
                 translations.merge(catalog)
                 # FIXME: Workaround for merge() being really, really stupid. It
@@ -571,7 +595,7 @@ def get_translations(self):
                 if hasattr(catalog, 'plural'):
                     translations.plural = catalog.plural
 
-            cache[str(locale), self.domain] = translations
+            cache[str(locale), self.domain[0]] = translations
             return translations
 
     def gettext(self, string, **variables):
diff --git a/tests/test_integration.py b/tests/test_integration.py
index 5ada968..98bf047 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -52,6 +52,42 @@ def test_multiple_directories():
         ) == 'Hallo Peter!'
 
 
+def test_multiple_directories_multiple_domains():
+    """
+    Ensure we can load translations from multiple directories with a
+    custom domain.
+    """
+    b = babel.Babel()
+    app = flask.Flask(__name__)
+
+    app.config.update({
+        'BABEL_TRANSLATION_DIRECTORIES': ';'.join((
+            'renamed_translations',
+            'translations_different_domain',
+        )),
+        'BABEL_DEFAULT_LOCALE': 'de_DE',
+        'BABEL_DOMAIN': ';'.join((
+            'messages',
+            'myapp',
+        )),
+    })
+
+    b.init_app(app)
+
+    with app.test_request_context():
+        translations = b.list_translations()
+
+        assert(len(translations) == 2)
+        assert(str(translations[0]) == 'de')
+        assert(str(translations[1]) == 'de')
+
+        assert gettext(
+            u'Hello %(name)s!',
+            name='Peter'
+        ) == 'Hallo Peter!'
+        assert gettext(u'Good bye') == 'Auf Wiedersehen'
+
+
 def test_multiple_directories_different_domain():
     """
     Ensure we can load translations from multiple directories with a