diff --git a/_templates/layout.html b/_templates/layout.html
index e3827929f00..d6946eab087 100644
--- a/_templates/layout.html
+++ b/_templates/layout.html
@@ -24,7 +24,7 @@
   {
     var div = '<div class="admonition note"><p class="admonition-title">Note</p><p><i class="fa fa-flask" aria-hidden="true">&nbsp</i> This tutorial describes a prototype feature. Prototype features are typically not available as part of binary distributions like PyPI or Conda, except sometimes behind run-time flags, and are at an early stage for feedback and testing.</p></div>'
     document.getElementById("pytorch-article").insertAdjacentHTML('afterBegin', div)
-  } 
+  }
 </script>
 {%- endblock %}
 
@@ -102,9 +102,9 @@
         if (googleSearchboxText) {
           googleSearchboxText.placeholder = placeholderText;
           googleSearchboxText.style.fontFamily = 'FreightSans';
-          googleSearchboxText.style.fontSize = "1.2rem"; 
+          googleSearchboxText.style.fontSize = "1.2rem";
           googleSearchboxText.style.color = '#262626';
-        } 
+        }
       };
     });
   </script>
@@ -114,7 +114,7 @@
 {{ super() }}
 <script>
 
-// Helper function to make it easier to call dataLayer.push() 
+// Helper function to make it easier to call dataLayer.push()
 function gtag(){window.dataLayer.push(arguments);}
 
 //add microsoft link
@@ -148,7 +148,7 @@
     case"saveloadrun_tutorial":
       url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/8-inference?WT.mc_id=aiml-7486-cxa";
     }
-    
+
     $(".pytorch-call-to-action-links").children().first().before("<a href="+url+' data-behavior="call-to-action-event" data-response="Run in Microsoft Learn" target="_blank"><div id="microsoft-learn-link" style="padding-bottom: 0.625rem;border-bottom: 1px solid #f3f4f7;padding-right: 2.5rem;display: -webkit-box;  display: -ms-flexbox; display: flex; -webkit-box-align: center;-ms-flex-align: center;align-items: center;"><img class="call-to-action-img" src="../../_static/images/microsoft-logo.svg"/><div class="call-to-action-desktop-view">Run in Microsoft Learn</div><div class="call-to-action-mobile-view">Learn</div></div></a>')
   }
 
@@ -210,4 +210,15 @@
 </script>
 
 <img height="1" width="1" style="border-style:none;" alt="" src="https://www.googleadservices.com/pagead/conversion/795629140/?label=txkmCPmdtosBENSssfsC&amp;guid=ON&amp;script=0"/>
+
+//temporarily add a link to survey
+<script>
+    var survey = '<div class="survey-banner"><p><i class="fas fa-poll" aria-hidden="true">&nbsp </i> Take the <a href="https://forms.gle/KZ4xGL65VRMYNbbG6">PyTorch Docs/Tutorials survey</a>.</p></div>'
+    if ($(".pytorch-call-to-action-links").length) {
+        $(".pytorch-call-to-action-links").before(survey);
+    } else {
+        $("#pytorch-article").prepend(survey);
+    }
+</script>
+
 {% endblock %}