diff --git a/awx/ui/static/js/forms/JobTemplates.js b/awx/ui/static/js/forms/JobTemplates.js
index 4e7c073b30..ef25a2c86f 100644
--- a/awx/ui/static/js/forms/JobTemplates.js
+++ b/awx/ui/static/js/forms/JobTemplates.js
@@ -5,13 +5,13 @@
  *  Form definition for Job Template model
  *
  *  To get the JobTemplateForm object: JobTemplateForm();
- *  
+ *
  */
 
 'use strict';
 
 angular.module('JobTemplateFormDefinition', ['SchedulesListDefinition', 'CompletedJobsDefinition'])
-    
+
     .value ('JobTemplateFormObject', {
 
         addTitle: 'Create Job Templates',
@@ -231,7 +231,7 @@ angular.module('JobTemplateFormDefinition', ['SchedulesListDefinition', 'Complet
                 dataContainer: "body"
             },
             allow_callbacks: {
-                label: 'Allow Callbacks',
+                label: 'Allow Provisioning Callbacks',
                 type: 'checkbox',
                 addRequired: false,
                 editRequird: false,
@@ -239,14 +239,14 @@ angular.module('JobTemplateFormDefinition', ['SchedulesListDefinition', 'Complet
                 falseValue: 'false',
                 ngChange: "toggleCallback('host_config_key')",
                 column: 2,
-                awPopOver: "<p>Enable creation of a callback URL. With a callback URL a host can contact Tower and request a configuration update " +
+                awPopOver: "<p>Enables creation of a provisioning callback URL. Using the URL a host can contact Tower and request a configuration update " +
                     "using this job template.</p>",
                 dataPlacement: 'right',
-                dataTitle: 'Allow Callbacks',
+                dataTitle: 'Allow Provisioning Callbacks',
                 dataContainer: "body"
             },
             callback_url: {
-                label: 'Callback URL',
+                label: 'Provisioning Callback URL',
                 type: 'text',
                 addRequired: false,
                 editRequired: false,
@@ -256,7 +256,7 @@ angular.module('JobTemplateFormDefinition', ['SchedulesListDefinition', 'Complet
                 awPopOver: "callback_help",
                 awPopOverWatch: "callback_help",
                 dataPlacement: 'right',
-                dataTitle: 'Callback URL',
+                dataTitle: 'Provisioning Callback URL',
                 dataContainer: "body"
             },
             host_config_key: {
@@ -274,7 +274,7 @@ angular.module('JobTemplateFormDefinition', ['SchedulesListDefinition', 'Complet
             }
         },
 
-        buttons: { //for now always generates <button> tags 
+        buttons: { //for now always generates <button> tags
             save: {
                 ngClick: 'formSave()',    //$scope.function to call on click, optional
                 ngDisabled: true          //Disable when $pristine or $invalid, optional
@@ -286,7 +286,7 @@ angular.module('JobTemplateFormDefinition', ['SchedulesListDefinition', 'Complet
         },
 
         related: {
-            
+
             schedules: {
                 include: "SchedulesList"
             },
diff --git a/awx/ui/static/js/helpers/JobTemplates.js b/awx/ui/static/js/helpers/JobTemplates.js
index 6565bc6b49..e302a081ff 100644
--- a/awx/ui/static/js/helpers/JobTemplates.js
+++ b/awx/ui/static/js/helpers/JobTemplates.js
@@ -17,19 +17,20 @@ angular.module('JobTemplatesHelper', ['Utilities'])
  */
 .factory('CallbackHelpInit', ['$location', 'GetBasePath', function($location, GetBasePath) {
     return function(params) {
-        
+
         var scope = params.scope;
-        
+
         // The form uses awPopOverWatch directive to 'watch' scope.callback_help for changes. Each time the
         // popover is activated, a function checks the value of scope.callback_help before constructing the content.
         scope.setCallbackHelp = function() {
-            scope.callback_help = "<p>With a callback URL and a host config key a host can contact Tower and request a configuration update using this job " +
+            scope.callback_help = "<p>With a provisioning callback URL and a host config key a host can contact Tower and request a configuration update using this job " +
                 "template. The request from the host must be a POST. Here is an example using curl:</p>\n" +
                 "<pre>curl --data \"host_config_key=\"" + scope.example_config_key + "\" " +
                 scope.callback_server_path + GetBasePath('job_templates') + scope.example_template_id + "/callback/</pre>\n" +
                 "<p>Note the requesting host must be defined in the inventory associated with the job template. If Tower fails to " +
                 "locate the host, the request will be denied.</p>" +
-                "<p>Successful requests create an entry on the Jobs page, where results and history can be viewed.</p>";
+                "<p>Successful requests create an entry on the Jobs page, where results and history can be viewed.</p>" +
+                "<div class=\"popover-footer\"><span class=\"key\">esc</span> or click to close</div>";
         };
 
         // The md5 helper emits NewMD5Generated whenever a new key is available