diff --git a/css/custom.css b/css/custom.css
index a4481394db..eca13af40b 100644
--- a/css/custom.css
+++ b/css/custom.css
@@ -227,6 +227,19 @@ h3.blue-text{
     font-size:18px;
 }
 
+.alert{
+    background-color: #E6EFF4 !important;
+    color: #000000 !important;
+    border: 0px !important;
+    text-align: center !important;
+    border-radius: 0% !important;
+}
+
+.alert a{
+    color: #0F77D2 !important;
+    font-weight: bold !important;
+}
+
 
 .news:hover{
 background-color:#fff;
diff --git a/index.html b/index.html
index 5a26cdc5ba..705eb483cf 100644
--- a/index.html
+++ b/index.html
@@ -66,7 +66,7 @@
 					<h1 class="pt-3 pb-3 pt-md-5 pb-lg-3 px-md-4 px-lg-5 mt-5 mb-0">Optimize and Accelerate Machine Learning Inferencing and Training</h1>
 				</div>
 
-	
+				
 	            <div class="outer-container mx-auto pt-md-5 pt-3">
 
 	                <section class="py-md-5 pt-3 pb-4 blue-title-columns">
@@ -114,8 +114,18 @@
 	                            </div>
 	                        </div>
 	                    </div>
+
+						<div class="pt-1 pb-1 pt-md-3 pb-lg-3 px-5 mt-5 mb-0 alert alert-dark alert-dismissible fade show" role="alert">
+							Please help us improve ONNX Runtime by participating in our <a href="https://ncv.microsoft.com/UySXuzobM9">customer survey.</a>
+							<button type="button" class="close" data-dismiss="alert" aria-label="Close">
+							  <span aria-hidden="true">&times;</span>
+							</button>
+						  </div>
+						  
 	                </section>
 	
+					
+
 	                <section class="py-md-5 pb-4 pt-4 get-started-section border-top" id="getStartedTable">
 	                    <div class="container-fluid">
 							<noscript>
@@ -234,7 +244,7 @@
 														<div class="col-lg-2dot5 col r-option version" role="option" tabindex="-1" aria-selected="false" id="DirectML">
 															<span>Direct<abbr>ML</abbr></span></div>
 														<div class="col-lg-2dot5 col r-option version" role="option" tabindex="-1" aria-selected="false" id="DNNL">
-															<span><abbr>DNNL</abbr></span></div>
+															<span><abbr>oneDNN</abbr></span></div>
 														<div class="col-lg-2dot5 col-md-3 r-option version" role="option" tabindex="-1" aria-selected="false" id="OpenVINO">
 															<span>OpenVINO</span></div>
 														<div class="col-lg-2dot5 col r-option version" role="option" tabindex="-1" aria-selected="false" id="TensorRT">
@@ -332,7 +342,7 @@
 														<div class="col r-option version" role="option" tabindex="-1" aria-selected="false" id="ot_DefaultCPU"><span><abbr>Default CPU</abbr></span></div>
 														<div class="col r-option version selected" role="option" tabindex="0" aria-selected="true" id="ot_CUDA"><span><abbr>CUDA</abbr></span></div>
 														<div class="col r-option version" role="option" tabindex="-1" aria-selected="false" id="ot_AMD"><span><abbr>AMD GPU</abbr></span></div>
-														<div class="col r-option version" role="option" tabindex="-1" aria-selected="false" id="ot_DNNL"><span><abbr>DNNL</abbr></span></div>
+														<div class="col r-option version" role="option" tabindex="-1" aria-selected="false" id="ot_DNNL"><span><abbr>oneDNN</abbr></span></div>
 													</div>
 												</div>
 											</div>