diff --git a/src/pretix/plugins/statistics/templates/pretixplugins/statistics/index.html b/src/pretix/plugins/statistics/templates/pretixplugins/statistics/index.html
index 2c69170466..127f44650b 100644
--- a/src/pretix/plugins/statistics/templates/pretixplugins/statistics/index.html
+++ b/src/pretix/plugins/statistics/templates/pretixplugins/statistics/index.html
@@ -13,6 +13,14 @@
             <div id="obd_chart" style="height: 250px;"></div>
         </div>
     </div>
+    <div class="panel panel-default">
+        <div class="panel-heading">
+            <h3 class="panel-title">{% trans "Orders by product" %}</h3>
+        </div>
+        <div class="panel-body">
+            <div id="obp_chart" style="height: 250px;"></div>
+        </div>
+    </div>
     {% compress js %}
         <script type="text/javascript" src="{% static "pretixplugins/statistics/raphael-min.js" %}"></script>
         <script type="text/javascript" src="{% static "pretixplugins/statistics/morris.min.js" %}"></script>
@@ -27,6 +35,15 @@
             lineColors: ['#000099', '#009900'],
             resize: true
         });
+        new Morris.Bar({
+            element: 'obp_chart',
+            data: {{ obp_data|safe }},
+            xkey: 'item',
+            ykeys: ['ordered', 'paid'],
+            labels: ['{% trans "Placed orders" %}', '{% trans "Paid orders" %}'],
+            lineColors: ['#000099', '#009900'],
+            resize: true
+        });
     </script>
 {% endblock %}
 
diff --git a/src/pretix/plugins/statistics/views.py b/src/pretix/plugins/statistics/views.py
index 2bb5dfe6b3..19e3e279f5 100644
--- a/src/pretix/plugins/statistics/views.py
+++ b/src/pretix/plugins/statistics/views.py
@@ -6,7 +6,7 @@ import dateutil.rrule
 from django.db.models import Count
 from django.views.generic import TemplateView
 
-from pretix.base.models import Order
+from pretix.base.models import Item, Order, OrderPosition
 from pretix.control.permissions import EventPermissionRequiredMixin
 
 
@@ -17,6 +17,7 @@ class IndexView(EventPermissionRequiredMixin, TemplateView):
     def get_context_data(self, **kwargs):
         ctx = super().get_context_data(**kwargs)
 
+        # Orders by day
         ordered_by_day = {
             # we receive different types depending on whether we are running on
             # MySQL or SQLite
@@ -49,4 +50,31 @@ class IndexView(EventPermissionRequiredMixin, TemplateView):
 
         ctx['obd_data'] = json.dumps(data)
 
+        # Orders by product
+        num_ordered = {
+            p['item']: p['cnt']
+            for p in (OrderPosition.objects.current
+                      .filter(order__event=self.request.event)
+                      .values('item', 'variation')
+                      .annotate(cnt=Count('id')))
+        }
+        num_paid = {
+            p['item']: p['cnt']
+            for p in (OrderPosition.objects.current
+                      .filter(order__event=self.request.event, order__status=Order.STATUS_PAID)
+                      .values('item', 'variation')
+                      .annotate(cnt=Count('id')))
+        }
+        item_names = {
+            i.identity: str(i.name)
+            for i in Item.objects.current.filter(event=self.request.event)
+        }
+        ctx['obp_data'] = [
+            {
+                'item': item_names[item],
+                'ordered': cnt,
+                'paid': num_paid.get(item, 0)
+            } for item, cnt in num_ordered.items()
+        ]
+
         return ctx