diff --git a/catalog-rest-service/src/main/resources/ui/package-lock.json b/catalog-rest-service/src/main/resources/ui/package-lock.json
index 5d830bed199..7233fe11169 100644
--- a/catalog-rest-service/src/main/resources/ui/package-lock.json
+++ b/catalog-rest-service/src/main/resources/ui/package-lock.json
@@ -17600,6 +17600,17 @@
         "prop-types": "^15.6.2"
       }
     },
+    "react-tutorial": {
+      "version": "https://github.com/deuex-solutions/react-tutorial/tarball/master",
+      "integrity": "sha512-QFHGepStGMR15zt3lRTqZB3NT6AmpBEHkxM6hi3fW6R86Jgu5y2ZYVY0fu93KDsAou/1saTUtkSJjs0rzwDKRA==",
+      "requires": {
+        "classnames": "^2.2.6",
+        "lodash": "^4.17.15",
+        "prop-types": "^15.7.2",
+        "scroll-smooth": "^1.1.0",
+        "scrollparent": "^2.0.1"
+      }
+    },
     "reactjs-localstorage": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/reactjs-localstorage/-/reactjs-localstorage-1.0.1.tgz",
@@ -18594,6 +18605,16 @@
         "compute-scroll-into-view": "^1.0.17"
       }
     },
+    "scroll-smooth": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/scroll-smooth/-/scroll-smooth-1.1.0.tgz",
+      "integrity": "sha512-68OUOXKN/ykM/Dbp4Lhza3O9QQUuW/c01WTsZzDOUyVgb1I5QjT/awOHCCbuYTSV1QnExUQ9w+KcxmVxlXIiAg=="
+    },
+    "scrollparent": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/scrollparent/-/scrollparent-2.0.1.tgz",
+      "integrity": "sha1-cV1bnMV3YPsivczDvvtb/gaxoxc="
+    },
     "select-hose": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/select-hose/-/select-hose-2.0.0.tgz",
diff --git a/catalog-rest-service/src/main/resources/ui/package.json b/catalog-rest-service/src/main/resources/ui/package.json
index c19d8f7b598..aa1ac76f8fc 100644
--- a/catalog-rest-service/src/main/resources/ui/package.json
+++ b/catalog-rest-service/src/main/resources/ui/package.json
@@ -80,7 +80,8 @@
     "stream-http": "^3.2.0",
     "styled-components": "^5.2.3",
     "tailwindcss": "^2.1.4",
-    "to-arraybuffer": "^1.0.1"
+    "to-arraybuffer": "^1.0.1",
+    "react-tutorial": "https://github.com/deuex-solutions/react-tutorial/tarball/master"
   },
   "scripts": {
     "start": "NODE_ENV=development BABEL_ENV=development webpack serve --config ./webpack.config.dev.js --env development",
diff --git a/catalog-rest-service/src/main/resources/ui/src/AppState.ts b/catalog-rest-service/src/main/resources/ui/src/AppState.ts
index d5f5d82894c..4306bce6cf7 100644
--- a/catalog-rest-service/src/main/resources/ui/src/AppState.ts
+++ b/catalog-rest-service/src/main/resources/ui/src/AppState.ts
@@ -36,6 +36,8 @@ class AppState {
   inPageSearchText = '';
   explorePageTab = 'tables';
 
+  isTourOpen = false;
+
   constructor() {
     makeAutoObservable(this);
   }
diff --git a/catalog-rest-service/src/main/resources/ui/src/components/Modals/FirstTimeUserModal/FirstTimeUserModal.tsx b/catalog-rest-service/src/main/resources/ui/src/components/Modals/FirstTimeUserModal/FirstTimeUserModal.tsx
index 9261e628a71..fea881fe16b 100644
--- a/catalog-rest-service/src/main/resources/ui/src/components/Modals/FirstTimeUserModal/FirstTimeUserModal.tsx
+++ b/catalog-rest-service/src/main/resources/ui/src/components/Modals/FirstTimeUserModal/FirstTimeUserModal.tsx
@@ -126,6 +126,7 @@ export const FirstTimeUserModal: FunctionComponent<Props> = ({
           ) : (
             <Button
               className="tw-text-primary-active"
+              id="next"
               size="regular"
               theme="primary"
               variant="text"
diff --git a/catalog-rest-service/src/main/resources/ui/src/components/app-bar/Appbar.tsx b/catalog-rest-service/src/main/resources/ui/src/components/app-bar/Appbar.tsx
index b9bcb89e48b..c19e60782c7 100644
--- a/catalog-rest-service/src/main/resources/ui/src/components/app-bar/Appbar.tsx
+++ b/catalog-rest-service/src/main/resources/ui/src/components/app-bar/Appbar.tsx
@@ -47,6 +47,7 @@ import SVGIcons, { Icons } from '../../utils/SvgUtils';
 import DropDown from '../dropdown/DropDown';
 import { WhatsNewModal } from '../Modals/WhatsNewModal';
 import { COOKIE_VERSION } from '../Modals/WhatsNewModal/whatsNewData';
+import Tour from '../tour/Tour';
 import { ReactComponent as IconDefaultUserProfile } from './../../assets/svg/ic-default-profile.svg';
 import SearchOptions from './SearchOptions';
 import Suggestions from './Suggestions';
@@ -69,6 +70,7 @@ const Appbar: React.FC = (): JSX.Element => {
   });
 
   const [version, setVersion] = useState<string>('');
+
   const navStyle = (value: boolean) => {
     if (value) return { color: activeLink };
 
@@ -167,7 +169,7 @@ const Appbar: React.FC = (): JSX.Element => {
         <div className="tw-h-14 tw-py-2 tw-px-5 tw-border-b-2 tw-border-separator">
           <div className="tw-flex tw-items-center tw-flex-row tw-justify-between tw-flex-nowrap">
             <div className="tw-flex tw-items-center tw-flex-row tw-justify-between tw-flex-nowrap tw-mr-auto">
-              <NavLink to="/">
+              <NavLink id="openmetadata_logo" to="/">
                 <SVGIcons
                   alt="OpenMetadata Logo"
                   icon={Icons.LOGO_SMALL}
@@ -180,6 +182,7 @@ const Appbar: React.FC = (): JSX.Element => {
                 <span className="fa fa-search tw-absolute tw-block tw-z-10 tw-w-9 tw-h-8 tw-leading-8 tw-text-center tw-pointer-events-none tw-text-gray-400" />
                 <input
                   className="tw-relative search-grey tw-rounded tw-border tw-border-main tw-bg-body-main focus:tw-outline-none tw-pl-8 tw-py-1"
+                  id="searchBox"
                   type="text"
                   value={searchValue || ''}
                   onChange={(e) => {
@@ -224,6 +227,7 @@ const Appbar: React.FC = (): JSX.Element => {
                 <NavLink
                   className="tw-nav focus:tw-no-underline"
                   data-testid="appbar-item"
+                  id="explore"
                   style={navStyle(location.pathname.startsWith('/explore'))}
                   to={{
                     pathname: '/explore',
@@ -249,6 +253,20 @@ const Appbar: React.FC = (): JSX.Element => {
               />
               <span>What&#39;s new</span>
             </button>
+            <NavLink
+              className="tw-nav focus:tw-no-underline hover:tw-underline"
+              style={navStyle(location.pathname.startsWith('/explore'))}
+              to={{
+                pathname: '/tour',
+              }}>
+              <SVGIcons
+                alt="Doc icon"
+                className="tw-align-middle tw--mt-0.5 tw-mr-1"
+                icon={Icons.WHATS_NEW}
+                width="16"
+              />
+              <span>Tour</span>
+            </NavLink>
             <div>
               <DropDown
                 dropDownList={supportLinks}
@@ -319,6 +337,7 @@ const Appbar: React.FC = (): JSX.Element => {
           )}
         </div>
       ) : null}
+      <Tour />
     </>
   );
 };
diff --git a/catalog-rest-service/src/main/resources/ui/src/components/app-bar/Suggestions.tsx b/catalog-rest-service/src/main/resources/ui/src/components/app-bar/Suggestions.tsx
index 951fd1d68dd..ea352c2a476 100644
--- a/catalog-rest-service/src/main/resources/ui/src/components/app-bar/Suggestions.tsx
+++ b/catalog-rest-service/src/main/resources/ui/src/components/app-bar/Suggestions.tsx
@@ -149,6 +149,7 @@ const Suggestions = ({ searchText, isOpen, setIsOpen }: SuggestionProp) => {
         <Link
           className="tw-block tw-px-4 tw-py-2 tw-text-sm"
           data-testid="data-name"
+          id={fqdn.replace(/\./g, '')}
           to={getEntityLink(index, fqdn)}
           onClick={() => setIsOpen(false)}>
           {name}
@@ -265,7 +266,7 @@ const Suggestions = ({ searchText, isOpen, setIsOpen }: SuggestionProp) => {
             aria-labelledby="menu-button"
             aria-orientation="vertical"
             className="tw-origin-top-right tw-absolute tw-z-10
-          tw-w-60 tw-mt-1 tw-rounded-md tw-shadow-lg 
+          tw-w-60 tw-mt-1 tw-rounded-md tw-shadow-lg
         tw-bg-white tw-ring-1 tw-ring-black tw-ring-opacity-5 focus:tw-outline-none"
             role="menu">
             {getEntitiesSuggestions()}
diff --git a/catalog-rest-service/src/main/resources/ui/src/components/common/TabsPane/TabsPane.tsx b/catalog-rest-service/src/main/resources/ui/src/components/common/TabsPane/TabsPane.tsx
index dd89b4abbd1..6fd1d2f63e2 100644
--- a/catalog-rest-service/src/main/resources/ui/src/components/common/TabsPane/TabsPane.tsx
+++ b/catalog-rest-service/src/main/resources/ui/src/components/common/TabsPane/TabsPane.tsx
@@ -25,7 +25,9 @@ const TabsPane = ({ activeTab, setActiveTab, tabs }: Props) => {
 
   return (
     <div className="tw-bg-transparent tw--mx-4">
-      <nav className="tw-flex tw-flex-row tw-gh-tabs-container tw-px-4">
+      <nav
+        className="tw-flex tw-flex-row tw-gh-tabs-container tw-px-4"
+        id="tabs">
         {tabs.map((tab) =>
           tab.isProtected ? (
             <NonAdminAction
diff --git a/catalog-rest-service/src/main/resources/ui/src/components/my-data-details/EntityTable.tsx b/catalog-rest-service/src/main/resources/ui/src/components/my-data-details/EntityTable.tsx
index 4615f52f575..c301ba3b278 100644
--- a/catalog-rest-service/src/main/resources/ui/src/components/my-data-details/EntityTable.tsx
+++ b/catalog-rest-service/src/main/resources/ui/src/components/my-data-details/EntityTable.tsx
@@ -383,7 +383,7 @@ const EntityTable = ({
   }, []);
 
   return (
-    <div className="tw-table-responsive">
+    <div className="tw-table-responsive" id="schemaTable">
       <table className="tw-w-full" {...getTableProps()}>
         <thead>
           {/* eslint-disable-next-line */}
diff --git a/catalog-rest-service/src/main/resources/ui/src/components/tour/Tour.tsx b/catalog-rest-service/src/main/resources/ui/src/components/tour/Tour.tsx
new file mode 100644
index 00000000000..36d9e2991c9
--- /dev/null
+++ b/catalog-rest-service/src/main/resources/ui/src/components/tour/Tour.tsx
@@ -0,0 +1,106 @@
+import { AxiosResponse } from 'axios';
+import { observer } from 'mobx-react';
+import React, { useEffect, useState } from 'react';
+import ReactTutorial from 'react-tutorial';
+import { searchData } from '../../axiosAPIs/miscAPI';
+import { PAGE_SIZE } from '../../constants/constants';
+import { SearchIndex } from '../../enums/search.enum';
+import { useTour } from '../../hooks/useTour';
+
+type Steps = {
+  content: string;
+  actionType: string;
+  position: string;
+  selector: string;
+  userTypeText?: string;
+  waitTimer?: number;
+};
+
+const getSteps = (value: string) => {
+  return [
+    {
+      content: 'Click on the next.',
+      actionType: 'click',
+      position: 'bottom',
+      selector: '#next',
+    },
+    {
+      content: 'Click on the next.',
+      actionType: 'click',
+      position: 'bottom',
+      selector: '#next',
+    },
+    {
+      content: 'Click on Explore OpenMetadata.',
+      actionType: 'click',
+      position: 'bottom',
+      selector: '#take-tour',
+    },
+    {
+      content: 'Click on explore.',
+      actionType: 'click',
+      position: 'bottom',
+      selector: '#explore',
+    },
+    {
+      content: `Type "${value}" in search box.`,
+      actionType: 'typing',
+      userTypeText: value,
+      position: 'bottom',
+      selector: '#searchBox',
+    },
+    {
+      content: 'Click on the table.',
+      actionType: 'click',
+      position: 'bottom',
+      selector: '#bigqueryshopifydim_address',
+    },
+    {
+      content:
+        'Understand the schema of the table and add description, Claim ownership. Add tags etc..',
+      position: 'bottom',
+      selector: '#tabs',
+      actionType: 'wait',
+      waitTimer: 10000,
+    },
+    {
+      content: 'Click here to explore more',
+      actionType: 'click',
+      position: 'bottom',
+      selector: '#openmetadata_logo',
+    },
+  ];
+};
+
+const Tour = () => {
+  const { isTourOpen, handleIsTourOpen } = useTour();
+  const [steps, setSteps] = useState<Steps[]>([]);
+
+  useEffect(() => {
+    searchData('', 1, PAGE_SIZE, '', '', '', SearchIndex.TABLE).then(
+      (res: AxiosResponse) => {
+        const table = res.data.hits.hits[0];
+        setSteps(getSteps(table._source.table_name));
+      }
+    );
+  }, []);
+
+  return (
+    <div>
+      {isTourOpen ? (
+        <ReactTutorial
+          disableKeyboardNavigation
+          showNumber
+          maskColor="#302E36"
+          playTour={isTourOpen}
+          showButtons={false}
+          showNavigation={false}
+          steps={steps}
+          onRequestClose={() => handleIsTourOpen(false)}
+        />
+      ) : null}
+    </div>
+  );
+};
+
+export default observer(Tour);
diff --git a/catalog-rest-service/src/main/resources/ui/src/constants/constants.ts b/catalog-rest-service/src/main/resources/ui/src/constants/constants.ts
index 287e1f47604..baf6189b944 100644
--- a/catalog-rest-service/src/main/resources/ui/src/constants/constants.ts
+++ b/catalog-rest-service/src/main/resources/ui/src/constants/constants.ts
@@ -100,6 +100,7 @@ export const ROUTES = {
   CALLBACK: '/callback',
   NOT_FOUND: '/404',
   MY_DATA: '/my-data',
+  TOUR: '/tour',
   REPORTS: '/reports',
   EXPLORE: '/explore',
   EXPLORE_WITH_SEARCH: `/explore/${PLACEHOLDER_ROUTE_TAB}/${PLACEHOLDER_ROUTE_SEARCHQUERY}`,
diff --git a/catalog-rest-service/src/main/resources/ui/src/hooks/useTour.ts b/catalog-rest-service/src/main/resources/ui/src/hooks/useTour.ts
new file mode 100644
index 00000000000..2247ce6908c
--- /dev/null
+++ b/catalog-rest-service/src/main/resources/ui/src/hooks/useTour.ts
@@ -0,0 +1,19 @@
+import { useEffect, useState } from 'react';
+import AppState from '../AppState';
+
+export const useTour = () => {
+  const [isTourOpen, setIsTourOpen] = useState<boolean>();
+
+  useEffect(() => {
+    setIsTourOpen(AppState.isTourOpen);
+  }, [AppState.isTourOpen]);
+
+  const handleIsTourOpen = (value: boolean) => {
+    AppState.isTourOpen = value;
+  };
+
+  return {
+    isTourOpen,
+    handleIsTourOpen,
+  };
+};
diff --git a/catalog-rest-service/src/main/resources/ui/src/pages/tour-page/index.tsx b/catalog-rest-service/src/main/resources/ui/src/pages/tour-page/index.tsx
new file mode 100644
index 00000000000..f9dc6bced8a
--- /dev/null
+++ b/catalog-rest-service/src/main/resources/ui/src/pages/tour-page/index.tsx
@@ -0,0 +1,31 @@
+import React, { useEffect, useState } from 'react';
+import { FirstTimeUserModal } from '../../components/Modals/FirstTimeUserModal/FirstTimeUserModal';
+import { useTour } from '../../hooks/useTour';
+import MyDataPage from '../my-data';
+
+const TourPage = () => {
+  const [showFirstTimeUserModal, setShowFirstTimeUserModal] = useState(true);
+  const { handleIsTourOpen } = useTour();
+
+  useEffect(() => {
+    handleIsTourOpen(true);
+  }, []);
+
+  const handleFirstTimeUser = () => {
+    setShowFirstTimeUserModal(false);
+  };
+
+  return (
+    <div>
+      <MyDataPage />
+      {showFirstTimeUserModal && (
+        <FirstTimeUserModal
+          onCancel={() => setShowFirstTimeUserModal(true)}
+          onSave={handleFirstTimeUser}
+        />
+      )}
+    </div>
+  );
+};
+
+export default TourPage;
diff --git a/catalog-rest-service/src/main/resources/ui/src/react-app-env.d.ts b/catalog-rest-service/src/main/resources/ui/src/react-app-env.d.ts
index 3027ad608b9..be5a819a675 100644
--- a/catalog-rest-service/src/main/resources/ui/src/react-app-env.d.ts
+++ b/catalog-rest-service/src/main/resources/ui/src/react-app-env.d.ts
@@ -29,3 +29,4 @@ declare module 'react-slick';
 declare module 'slick-carousel';
 declare module 'react-table';
 declare module 'recharts';
+declare module 'react-tutorial';
diff --git a/catalog-rest-service/src/main/resources/ui/src/router/AuthenticatedAppRouter.tsx b/catalog-rest-service/src/main/resources/ui/src/router/AuthenticatedAppRouter.tsx
index c25f02aa706..23a3ee52a7f 100644
--- a/catalog-rest-service/src/main/resources/ui/src/router/AuthenticatedAppRouter.tsx
+++ b/catalog-rest-service/src/main/resources/ui/src/router/AuthenticatedAppRouter.tsx
@@ -39,12 +39,14 @@ import SwaggerPage from '../pages/swagger';
 import TagsPage from '../pages/tags';
 import TeamsPage from '../pages/teams';
 import MyTopicDetailPage from '../pages/topic-details';
+import TourPage from '../pages/tour-page';
 import UsersPage from '../pages/users';
 import WorkflowsPage from '../pages/workflows';
 const AuthenticatedAppRouter: FunctionComponent = () => {
   return (
     <Switch>
       <Route exact component={MyDataPage} path={ROUTES.MY_DATA} />
+      <Route exact component={TourPage} path={ROUTES.TOUR} />
       <Route exact component={ReportsPage} path={ROUTES.REPORTS} />
       <Route exact component={ExplorePage} path={ROUTES.EXPLORE} />
       <Route component={ExplorePage} path={ROUTES.EXPLORE_WITH_SEARCH} />
diff --git a/catalog-rest-service/src/main/resources/ui/webpack.config.dev.js b/catalog-rest-service/src/main/resources/ui/webpack.config.dev.js
index 63611bb4de4..c4832b4b613 100644
--- a/catalog-rest-service/src/main/resources/ui/webpack.config.dev.js
+++ b/catalog-rest-service/src/main/resources/ui/webpack.config.dev.js
@@ -31,7 +31,7 @@ module.exports = {
   mode: 'development',
 
   // Input configuration
-  entry: path.join(__dirname, 'src/index.js'),
+  entry: ['@babel/polyfill', path.join(__dirname, 'src/index.js')],
 
   // Output configuration
   output: {