diff --git a/setup.py b/setup.py
index 5df0615..b6d620f 100644
--- a/setup.py
+++ b/setup.py
@@ -28,7 +28,7 @@ setup(
         'Topic :: Internet :: WWW/HTTP :: Site Management',
     ],
     install_requires=[
-        'django-model-utils==2.6',
+        'django-polymorphic==1.0.2',
         'wagtail>=1.7',
     ]
 )
diff --git a/src/personalisation/middleware.py b/src/personalisation/middleware.py
index b9a68d4..9021ca0 100644
--- a/src/personalisation/middleware.py
+++ b/src/personalisation/middleware.py
@@ -8,14 +8,17 @@ class SegmentMiddleware(object):
         self.get_response = get_response
 
     def __call__(self, request):
-        segments = Segment.objects.all().filter(status="enabled")
+        if 'segments' not in request.session:
+            request.session['segments'] = []
 
         chosen_segments = []
 
         for segment in segments:
-            rules = AbstractBaseRule.objects.filter(segment=segment).select_subclasses()
+            rules = AbstractBaseRule.objects.filter(segment=segment)
             result = self.test_rules(rules, request)
 
+            print(result)
+
             if result:
                 self.add_segment_to_user(segment, request)
 
@@ -25,22 +28,20 @@ class SegmentMiddleware(object):
             request.session['segments'] = []
 
         print(request.session['segments'])
-
         return response
 
     def test_rules(self, rules, request):
-        for rule in rules:
-            result = rule.test_user(request)
+        if len(rules) > 0:
+            for rule in rules:
+                result = rule.test_user(request)
 
-            if result is False:
-                return False
+                if result is False:
+                    return False
 
-        return True
+            return True
+        return False
 
     def add_segment_to_user(self, segment, request):
-        if 'segments' not in request.session:
-            request.session['segments'] = []
-
         if segment not in request.session['segments']:
             request.session['segments'].append(segment.encoded_name())
 
diff --git a/src/personalisation/migrations/0006_abstractbaserule_polymorphic_ctype.py b/src/personalisation/migrations/0006_abstractbaserule_polymorphic_ctype.py
new file mode 100644
index 0000000..3ed5f01
--- /dev/null
+++ b/src/personalisation/migrations/0006_abstractbaserule_polymorphic_ctype.py
@@ -0,0 +1,22 @@
+# -*- coding: utf-8 -*-
+# Generated by Django 1.10.3 on 2016-11-08 13:00
+from __future__ import unicode_literals
+
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('contenttypes', '0002_remove_content_type_name'),
+        ('personalisation', '0005_referralrule'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='abstractbaserule',
+            name='polymorphic_ctype',
+            field=models.ForeignKey(editable=False, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='polymorphic_personalisation.abstractbaserule_set+', to='contenttypes.ContentType'),
+        ),
+    ]
diff --git a/src/personalisation/models.py b/src/personalisation/models.py
index f54c71d..1c64c67 100644
--- a/src/personalisation/models.py
+++ b/src/personalisation/models.py
@@ -2,11 +2,11 @@ from __future__ import absolute_import, unicode_literals
 
 import re
 from datetime import datetime
-
+from polymorphic.models import PolymorphicModel
 from django.db import models
 from django.utils.encoding import python_2_unicode_compatible
 from django.utils.translation import ugettext_lazy as _
-from model_utils.managers import InheritanceManager
+
 from modelcluster.models import ClusterableModel
 from wagtail.wagtailadmin.edit_handlers import FieldPanel
 
@@ -35,13 +35,12 @@ class Segment(ClusterableModel):
         return "".join(self.name.lower().split())
 
 
-"""
-Base for creating rules to segment users with
-"""
+
 @python_2_unicode_compatible
-class AbstractBaseRule(models.Model):
+class AbstractBaseRule(PolymorphicModel):
+    """Base for creating rules to segment users with"""
+    name = models.CharField(max_length=255)
     segment = models.ForeignKey(to=Segment, related_name="segment")
-    objects = InheritanceManager()
 
     def test_user(self, request=None):
         return True
@@ -50,11 +49,10 @@ class AbstractBaseRule(models.Model):
         return "Segmentation rule"
 
 
-"""
-Time rule to segment users based on a start and end time
-"""
+
 @python_2_unicode_compatible
 class TimeRule(AbstractBaseRule):
+    """Time rule to segment users based on a start and end time"""
     start_time = models.TimeField(_("Starting time"))
     end_time = models.TimeField(_("Ending time"))
 
@@ -76,10 +74,9 @@ class TimeRule(AbstractBaseRule):
         return '{} - {}'.format(self.start_time, self.end_time)
 
 
-"""
-Referral rule to segment users based on a regex test
-"""
+
 class ReferralRule(AbstractBaseRule):
+    """Referral rule to segment users based on a regex test"""
     regex_string = models.TextField()
 
     def __init__(self, *args, **kwargs):
@@ -131,4 +128,4 @@ class VisitCountRule(AbstractBaseRule):
 
     def __str__(self):
         operator_display = self.get_operator_display()
-        return '{} {}'.format(operator_display, self.count)
\ No newline at end of file
+        return '{} {}'.format(operator_display, self.count)
diff --git a/src/personalisation/templates/wagtailadmin/segment.html b/src/personalisation/templates/wagtailadmin/segment.html
new file mode 100644
index 0000000..d1082b2
--- /dev/null
+++ b/src/personalisation/templates/wagtailadmin/segment.html
@@ -0,0 +1,10 @@
+{% extends "wagtailadmin/base.html" %}
+{% load i18n staticfiles %}
+{% block titletag %}{% trans "Segments" %}{% endblock %}
+
+
+{% block content %}
+    <h1>Our segment page</h1>
+
+{% endblock %}
+