diff --git a/modoboa/admin/forms/domain.py b/modoboa/admin/forms/domain.py
index 381ca41b4..682acdf3a 100644
--- a/modoboa/admin/forms/domain.py
+++ b/modoboa/admin/forms/domain.py
@@ -238,7 +238,8 @@ class DomainFormOptions(forms.Form):
         core_signals.can_create_object.send(
             self.__class__, context=user, object_type="mailboxes")
         da = User(username=username, email=username, is_active=True)
-        da.set_password("password")
+        da.set_password(
+            param_tools.get_global_parameter("default_password", app="core"))
         da.save()
         da.role = "DomainAdmins"
         da.post_create(user)
diff --git a/modoboa/admin/tests/test_domain.py b/modoboa/admin/tests/test_domain.py
index 12b6954b0..f7f4b886f 100644
--- a/modoboa/admin/tests/test_domain.py
+++ b/modoboa/admin/tests/test_domain.py
@@ -99,6 +99,30 @@ class DomainTestCase(ModoTestCase):
         )
         self.assertTrue(da.can_access(al))
 
+    def test_create_with_template_and_custom_password(self):
+        """Test creation of a domain with a template and custom password."""
+        self.set_global_parameter("default_password", "Toto1234", app="core")
+        values = {
+            "name": "pouet.com", "quota": 0, "create_dom_admin": True,
+            "dom_admin_username": "toto", "create_aliases": True,
+            "type": "domain", "stepid": 'step3'
+        }
+        self.ajax_post(
+            reverse("admin:domain_add"),
+            values
+        )
+        dom = Domain.objects.get(name="pouet.com")
+        da = User.objects.get(username="toto@pouet.com")
+        self.assertIn(da, dom.admins)
+        al = Alias.objects.get(address="postmaster@pouet.com")
+        self.assertTrue(
+            al.aliasrecipient_set.filter(r_mailbox=da.mailbox)
+            .exists()
+        )
+        self.assertTrue(da.can_access(al))
+        self.assertTrue(
+            self.client.login(username="toto@pouet.com", password="Toto1234"))
+
     def test_create_using_default_quota(self):
         self.set_global_parameter("default_domain_quota", 50)
         values = {
diff --git a/modoboa/core/app_settings.py b/modoboa/core/app_settings.py
index 471b36478..fe3810dbb 100644
--- a/modoboa/core/app_settings.py
+++ b/modoboa/core/app_settings.py
@@ -3,6 +3,8 @@ from django import forms
 from django.conf import settings
 from django.utils.translation import ugettext as _, ugettext_lazy
 
+from passwords import validators
+
 from modoboa.lib import fields as lib_fields
 from modoboa.lib.cryptutils import random_key
 from modoboa.lib.form_utils import (
@@ -72,6 +74,14 @@ class GeneralParametersForm(param_forms.AdminParametersForm):
         widget=forms.TextInput(attrs={"class": "form-control"})
     )
 
+    default_password = forms.CharField(
+        label=ugettext_lazy("Default password"),
+        initial="password",
+        help_text=ugettext_lazy(
+            "Default password for automatically created accounts."),
+        validators=[validators.validate_length, validators.complexity]
+    )
+
     # LDAP specific settings
     ldap_sep = SeparatorField(label=ugettext_lazy("LDAP settings"))
 
diff --git a/modoboa/core/management/commands/load_initial_data.py b/modoboa/core/management/commands/load_initial_data.py
index d9df3d803..cfbd367f4 100644
--- a/modoboa/core/management/commands/load_initial_data.py
+++ b/modoboa/core/management/commands/load_initial_data.py
@@ -19,8 +19,7 @@ from ... import signals
 
 
 class Command(BaseCommand):
-
-    """Command defintion."""
+    """Command definition."""
 
     help = "Load Modoboa initial data"