diff --git a/client/app/components/parameters.html b/client/app/components/parameters.html
index b51608ec02..310952bbf4 100644
--- a/client/app/components/parameters.html
+++ b/client/app/components/parameters.html
@@ -10,4 +10,7 @@
     </button>
     <parameter-value-input param="param"></parameter-value-input>
   </div>
+  <button class="m-t-20 btn btn-primary" ng-if="onRefresh" ng-click="onRefresh()" title="Refresh Dataset">
+    <span class="zmdi zmdi-play"></span>
+  </button>
 </div>
diff --git a/client/app/components/parameters.js b/client/app/components/parameters.js
index 5777d52f7c..ada3ca93c7 100644
--- a/client/app/components/parameters.js
+++ b/client/app/components/parameters.js
@@ -12,6 +12,7 @@ function ParametersDirective($location) {
       editable: '=?',
       changed: '&onChange',
       onUpdated: '=',
+      onRefresh: '=',
     },
     template,
     link(scope) {
diff --git a/client/app/components/queries/visualization-embed.html b/client/app/components/queries/visualization-embed.html
index cbb4c8f4c2..72c63cf981 100644
--- a/client/app/components/queries/visualization-embed.html
+++ b/client/app/components/queries/visualization-embed.html
@@ -12,26 +12,33 @@ <h3>
   </div>
 
   <div class="col-md-12 query__vis">
-    <div class="p-t-15 p-b-5" ng-if="$ctrl.query.getParametersDefs().length > 0">
-      <parameters parameters="$ctrl.query.getParametersDefs()"></parameters>
+    <div class="p-t-15 p-b-5" ng-if="$ctrl.query.hasParameters()">
+      <parameters parameters="$ctrl.query.getParametersDefs()" on-refresh="$ctrl.refreshQueryResults"></parameters>
     </div>
 
-    <visualization-renderer visualization="$ctrl.visualization" query-result="$ctrl.queryResult" class="t-body">
+    <div ng-if="$ctrl.error">
+      <div class="alert alert-danger" data-test="ErrorMessage">Error: {{$ctrl.error}}</div>
+    </div>
+
+    <visualization-renderer visualization="$ctrl.visualization" query-result="$ctrl.queryResult" class="t-body" ng-if="$ctrl.queryResult">
     </visualization-renderer>
   </div>
 
   <div class="clearfix tile__bottom-control">
     <div class="row">
       <div class="col-xs-6">
-        <span class="small hidden-print"><i class="zmdi zmdi-time-restore"></i> <span am-time-ago="$ctrl.queryResult.getUpdatedAt()"></span></span>
-        <span class="small visible-print"><i class="zmdi zmdi-time-restore"></i> {{$ctrl.queryResult.getUpdatedAt() | dateTime}} UTC</span>
+        <a class="small hidden-print" ng-click="$ctrl.refreshQueryResults()">
+          <i ng-class='{"zmdi-hc-spin": $ctrl.loading}' class="zmdi zmdi-refresh"></i>
+          <span am-time-ago="$ctrl.queryResult.getUpdatedAt()" ng-if="!$ctrl.loading"></span>
+          <rd-timer from="$ctrl.refreshStartedAt" ng-if="$ctrl.loading"></rd-timer>
+        </a>
       </div>
       <div class="col-xs-6 text-right hidden-print">
-        <a class="btn btn-default btn-sm" ng-href="queries/{{$ctrl.query.id}}#{{$ctrl.visualization.id}}" target="_blank" tooltip="Open in Redash">
+        <a class="btn btn-default btn-sm" ng-href="{{$ctrl.query.getUrl()}}" target="_blank" tooltip="Open in Redash">
           <span class="zmdi zmdi-link"></span>
         </a>
 
-        <div class="btn-group dropup" uib-dropdown>
+        <div class="btn-group dropup" uib-dropdown ng-if="!$ctrl.query.hasParameters()">
           <button type="button" class="btn btn-default btn-sm dropdown-toggle" aria-haspopup="true" uib-dropdown-toggle
                   aria-expanded="false">
             Download Dataset <span class="caret"></span>
diff --git a/client/app/components/queries/visualization-embed.js b/client/app/components/queries/visualization-embed.js
index 0e36ec0fe3..8fc913aad2 100644
--- a/client/app/components/queries/visualization-embed.js
+++ b/client/app/components/queries/visualization-embed.js
@@ -1,54 +1,69 @@
 import { find } from 'lodash';
-import queryStringParameters from '@/services/query-string';
+import moment from 'moment';
 import logoUrl from '@/assets/images/redash_icon_small.png';
 import template from './visualization-embed.html';
 
 const VisualizationEmbed = {
   template,
   bindings: {
-    data: '<',
+    query: '<',
   },
-  controller($routeParams, Query, QueryResult) {
+  controller($routeParams) {
     'ngInject';
 
-    document.querySelector('body').classList.add('headless');
+    this.refreshQueryResults = () => {
+      this.loading = true;
+      this.error = null;
+      this.refreshStartedAt = moment();
+      this.query
+        .getQueryResultPromise()
+        .then((result) => {
+          this.loading = false;
+          this.queryResult = result;
+        })
+        .catch((error) => {
+          this.loading = false;
+          this.error = error.getError();
+        });
+    };
+
     const visualizationId = parseInt($routeParams.visualizationId, 10);
+    this.visualization = find(this.query.visualizations, visualization => visualization.id === visualizationId);
     this.showQueryDescription = $routeParams.showDescription;
-    this.apiKey = $routeParams.api_key;
     this.logoUrl = logoUrl;
-    this.query = new Query(this.data[0]);
-    this.queryResult = new QueryResult(this.data[1]);
-    this.visualization =
-      find(this.query.visualizations, visualization => visualization.id === visualizationId);
+
+    document.querySelector('body').classList.add('headless');
+
+    if (this.query.is_safe) {
+      this.refreshQueryResults();
+    } else {
+      this.error = "Can't embed queries with text parameters.";
+    }
   },
 };
 
 export default function init(ngModule) {
   ngModule.component('visualizationEmbed', VisualizationEmbed);
 
-  function session($http, $route, Auth) {
-    'ngInject';
-
+  function loadSession($route, Auth) {
     const apiKey = $route.current.params.api_key;
     Auth.setApiKey(apiKey);
     return Auth.loadConfig();
   }
 
-  function loadData($http, $route, $q, Auth) {
-    return session($http, $route, Auth).then(() => {
-      const queryId = $route.current.params.queryId;
-      const query = $http.get(`api/queries/${queryId}`).then(response => response.data);
-      const queryResult = $http.post(`api/queries/${queryId}/results`, { parameters: queryStringParameters() }).then(response => response.data);
-      return $q.all([query, queryResult]);
-    });
+  function loadQuery($route, Auth, Query) {
+    'ngInject';
+
+    return loadSession($route, Auth).then(() => Query.get({ id: $route.current.params.queryId }).$promise);
   }
 
   ngModule.config(($routeProvider) => {
     $routeProvider.when('/embed/query/:queryId/visualization/:visualizationId', {
-      template: '<visualization-embed data="$resolve.data"></visualization-embed>',
       resolve: {
-        data: loadData,
+        query: loadQuery,
       },
+      reloadOnSearch: false,
+      template: '<visualization-embed query="$resolve.query"></visualization-embed>',
     });
   });
 }
diff --git a/client/app/pages/queries/query.html b/client/app/pages/queries/query.html
index 8a0292af26..41af283798 100644
--- a/client/app/pages/queries/query.html
+++ b/client/app/pages/queries/query.html
@@ -190,7 +190,7 @@ <h3>
 
           <section class="flex-fill p-relative t-body query-visualizations-wrapper">
             <div class="d-flex flex-column p-b-15 p-absolute static-position__mobile" style="left: 0; top: 0; right: 0; bottom: 0;">
-              <div class="p-t-15 p-b-5" ng-if="query.getParametersDefs().length > 0">
+              <div class="p-t-15 p-b-5" ng-if="query.hasParameters()">
                 <parameters parameters="query.getParametersDefs()" sync-values="!query.isNew()" editable="sourceMode && canEdit" on-updated="onParametersUpdated"></parameters>
               </div>
               <!-- Query Execution Status -->
diff --git a/client/app/services/query-result.js b/client/app/services/query-result.js
index 44839a7f10..6885ee5d4c 100644
--- a/client/app/services/query-result.js
+++ b/client/app/services/query-result.js
@@ -35,9 +35,10 @@ function getColumnFriendlyName(column) {
   return getColumnNameWithoutType(column).replace(/(?:^|\s)\S/g, a => a.toUpperCase());
 }
 
-function QueryResultService($resource, $timeout, $q, QueryResultError) {
+function QueryResultService($resource, $timeout, $q, QueryResultError, Auth) {
   const QueryResultResource = $resource('api/query_results/:id', { id: '@id' }, { post: { method: 'POST' } });
   const Job = $resource('api/jobs/:id', { id: '@id' });
+  const JobWithApiKey = $resource('api/queries/:queryId/jobs/:id', { queryId: '@queryId', id: '@id' });
   const statuses = {
     1: 'waiting',
     2: 'processing',
@@ -293,6 +294,13 @@ function QueryResultService($resource, $timeout, $q, QueryResultError) {
       return queryResult;
     }
 
+    loadLatestCachedResult(queryId, parameters) {
+      $resource('api/queries/:id/results', { id: '@queryId' }, { post: { method: 'POST' } })
+        .post({ queryId, parameters },
+          (response) => { this.update(response); },
+          (error) => { handleErrorResponse(this, error); });
+    }
+
     loadResult(tryCount) {
       this.isLoadingResult = true;
       QueryResultResource.get(
@@ -324,18 +332,23 @@ function QueryResultService($resource, $timeout, $q, QueryResultError) {
       );
     }
 
-    refreshStatus(query, tryNumber = 1) {
-      Job.get(
-        { id: this.job.id },
+    refreshStatus(query, parameters, tryNumber = 1) {
+      const resource = Auth.isAuthenticated() ? Job : JobWithApiKey;
+      const loadResult = () => (Auth.isAuthenticated()
+        ? this.loadResult()
+        : this.loadLatestCachedResult(query, parameters));
+
+      resource.get(
+        { queryId: query, id: this.job.id },
         (jobResponse) => {
           this.update(jobResponse);
 
           if (this.getStatus() === 'processing' && this.job.query_result_id && this.job.query_result_id !== 'None') {
-            this.loadResult();
+            loadResult();
           } else if (this.getStatus() !== 'failed') {
             const waitTime = tryNumber > 10 ? 3000 : 500;
             $timeout(() => {
-              this.refreshStatus(query, tryNumber + 1);
+              this.refreshStatus(query, parameters, tryNumber + 1);
             }, waitTime);
           }
         },
@@ -377,7 +390,7 @@ function QueryResultService($resource, $timeout, $q, QueryResultError) {
           queryResult.update(response);
 
           if ('job' in response) {
-            queryResult.refreshStatus(id);
+            queryResult.refreshStatus(id, parameters);
           }
         },
         (error) => {
@@ -408,7 +421,7 @@ function QueryResultService($resource, $timeout, $q, QueryResultError) {
           queryResult.update(response);
 
           if ('job' in response) {
-            queryResult.refreshStatus(query);
+            queryResult.refreshStatus(query, parameters);
           }
         },
         (error) => {
diff --git a/client/app/services/query.js b/client/app/services/query.js
index 3b012e9fdb..75f8b16d77 100644
--- a/client/app/services/query.js
+++ b/client/app/services/query.js
@@ -473,6 +473,10 @@ function QueryResource(
     return this.getParameters().isRequired();
   };
 
+  QueryService.prototype.hasParameters = function hasParameters() {
+    return this.getParametersDefs().length > 0;
+  };
+
   QueryService.prototype.prepareQueryResultExecution = function prepareQueryResultExecution(execute, maxAge) {
     if (!this.query) {
       return new QueryResultError("Can't execute empty query.");
diff --git a/client/cypress/integration/embed/share_embed_spec.js b/client/cypress/integration/embed/share_embed_spec.js
index 193a278658..87230b60b3 100644
--- a/client/cypress/integration/embed/share_embed_spec.js
+++ b/client/cypress/integration/embed/share_embed_spec.js
@@ -7,7 +7,7 @@ describe('Embedded Queries', () => {
   it('are shared with safe parameters', () => {
     cy.getByTestId('QueryEditor')
       .get('.ace_text-input')
-      .type('SELECT name, slug FROM organizations WHERE id=\'{{}{{}id}}\'{esc}', { force: true });
+      .type("SELECT name, slug FROM organizations WHERE id='{{}{{}id}}'{esc}", { force: true });
 
     cy.getByTestId('TextParamInput').type('1');
     cy.clickThrough(`
@@ -25,19 +25,22 @@ describe('Embedded Queries', () => {
       ShowEmbedDialogButton
     `);
 
-    cy.getByTestId('EmbedIframe').invoke('text').then((iframe) => {
-      const embedUrl = iframe.match(/"(.*?)"/)[1];
-      cy.logout();
-      cy.visit(embedUrl);
-      cy.getByTestId('VisualizationEmbed', { timeout: 10000 }).should('exist');
-      cy.percySnapshot('Successfully Embedded Parameterized Query');
-    });
+    cy.getByTestId('EmbedIframe')
+      .invoke('text')
+      .then((iframe) => {
+        const embedUrl = iframe.match(/"(.*?)"/)[1];
+        cy.logout();
+        cy.visit(embedUrl);
+        cy.getByTestId('VisualizationEmbed', { timeout: 10000 }).should('exist');
+        cy.getByTestId('TimeAgo', { timeout: 10000 }).should('exist');
+        cy.percySnapshot('Successfully Embedded Parameterized Query');
+      });
   });
 
   it('cannot be shared with unsafe parameters', () => {
     cy.getByTestId('QueryEditor')
       .get('.ace_text-input')
-      .type('SELECT name, slug FROM organizations WHERE name=\'{{}{{}name}}\'{esc}', { force: true });
+      .type("SELECT name, slug FROM organizations WHERE name='{{}{{}name}}'{esc}", { force: true });
 
     cy.getByTestId('TextParamInput').type('Redash');
     cy.clickThrough(`
@@ -49,19 +52,22 @@ describe('Embedded Queries', () => {
       SaveButton
     `);
 
-
     cy.location('search').should('eq', '?p_name=Redash');
     cy.clickThrough(`
       QueryControlDropdownButton
       ShowEmbedDialogButton
     `);
 
-    cy.getByTestId('EmbedIframe').invoke('text').then((iframe) => {
-      const embedUrl = iframe.match(/"(.*?)"/)[1];
-      cy.logout();
-      cy.visit(embedUrl, { failOnStatusCode: false }); // prevent 403 from failing test
-      cy.getByTestId('ErrorMessage', { timeout: 10000 }).should('exist');
-      cy.percySnapshot('Unsuccessfully Embedded Parameterized Query');
-    });
+    cy.getByTestId('EmbedIframe')
+      .invoke('text')
+      .then((iframe) => {
+        const embedUrl = iframe.match(/"(.*?)"/)[1];
+        cy.logout();
+        cy.visit(embedUrl, { failOnStatusCode: false }); // prevent 403 from failing test
+        cy.getByTestId('ErrorMessage', { timeout: 10000 })
+          .should('exist')
+          .contains("Can't embed");
+        cy.percySnapshot('Unsuccessfully Embedded Parameterized Query');
+      });
   });
 });
diff --git a/redash/handlers/api.py b/redash/handlers/api.py
index 6de8802c57..012c121f63 100644
--- a/redash/handlers/api.py
+++ b/redash/handlers/api.py
@@ -129,7 +129,10 @@ def json_representation(data, code, headers=None):
                      '/api/queries/<query_id>/results.<filetype>',
                      '/api/queries/<query_id>/results/<query_result_id>.<filetype>',
                      endpoint='query_result')
-api.add_org_resource(JobResource, '/api/jobs/<job_id>', endpoint='job')
+api.add_org_resource(JobResource,
+                     '/api/jobs/<job_id>',
+                     '/api/queries/<query_id>/jobs/<job_id>',
+                     endpoint='job')
 
 api.add_org_resource(UserListResource, '/api/users', endpoint='users')
 api.add_org_resource(UserResource, '/api/users/<user_id>', endpoint='user')
diff --git a/redash/handlers/query_results.py b/redash/handlers/query_results.py
index 4d089061db..1ec78a0534 100644
--- a/redash/handlers/query_results.py
+++ b/redash/handlers/query_results.py
@@ -284,7 +284,7 @@ def make_excel_response(query_result):
 
 
 class JobResource(BaseResource):
-    def get(self, job_id):
+    def get(self, job_id, query_id=None):
         """
         Retrieve info about a running query job.
         """