diff --git a/r2/r2/lib/pages/pages.py b/r2/r2/lib/pages/pages.py
index dc7e2f21b..6a4ca13de 100755
--- a/r2/r2/lib/pages/pages.py
+++ b/r2/r2/lib/pages/pages.py
@@ -3590,6 +3590,16 @@ class Promote_Graph(Templated):
 
         self.promo_traffic = dict(self.promo_traffic)
 
+        if self.admin_view:
+            predicted = inventory.get_predicted_by_date(None, start_date,
+                                                        end_date)
+            self.impression_inventory = predicted
+            # TODO: Real data
+            self.scheduled_impressions = dict.fromkeys(predicted, 0)
+        else:
+            self.scheduled_impressions = None
+            self.impression_inventory = None
+
         self.cpc = {}
         self.cpm = {}
         self.delivered = {}
diff --git a/r2/r2/templates/promote_graph.html b/r2/r2/templates/promote_graph.html
index b6229a7cb..ed22bcfcb 100644
--- a/r2/r2/templates/promote_graph.html
+++ b/r2/r2/templates/promote_graph.html
@@ -64,6 +64,18 @@ ${load_timeseries_js()}
       </td>
     %endfor
   </tr>
+  %if thing.scheduled_impressions:
+    <tr>
+      <th>${_("SCHEDULED IMPRESSIONS")}<br/>
+      ${_("INVENTORY")}</th>
+      %for date in thing.dates:
+        <td class="${"today" if date == thing.today else ""}">
+          ${thing.scheduled_impressions.get(date, "---")}<br/>
+          ${thing.impression_inventory.get(date, "---")}
+        </td>
+      %endfor
+    </tr>
+  %endif
   <tr>
     <th>
       %if thing.admin_view:
@@ -73,7 +85,9 @@ ${load_timeseries_js()}
     </th>
     %for date in thing.dates:
       <td class="${"today" if date == thing.today else ""}">
-        ${thing.delivered[date]}<br/>
+        %if thing.admin_view:
+          ${thing.delivered[date]}<br/>
+        %endif
         ${thing.cpm[date]}
       </td>
     %endfor