diff --git a/packages/kbn-doc-links/src/get_doc_links.ts b/packages/kbn-doc-links/src/get_doc_links.ts
index 4160e4a94f5ad..1aa917eb1eae8 100644
--- a/packages/kbn-doc-links/src/get_doc_links.ts
+++ b/packages/kbn-doc-links/src/get_doc_links.ts
@@ -252,6 +252,7 @@ export const getDocLinks = ({ kibanaBranch, buildFlavor }: GetDocLinkOptions): D
       gitHub: `${WORKPLACE_SEARCH_DOCS}workplace-search-github-connector.html`,
       gmail: `${WORKPLACE_SEARCH_DOCS}workplace-search-gmail-connector.html`,
       googleDrive: `${WORKPLACE_SEARCH_DOCS}workplace-search-google-drive-connector.html`,
+      guide: `${WORKPLACE_SEARCH_DOCS}index.html`,
       indexingSchedule: `${WORKPLACE_SEARCH_DOCS}workplace-search-customizing-indexing-rules.html#_indexing_schedule`,
       jiraCloud: `${WORKPLACE_SEARCH_DOCS}workplace-search-jira-cloud-connector.html`,
       jiraServer: `${WORKPLACE_SEARCH_DOCS}workplace-search-jira-server-connector.html`,
diff --git a/packages/kbn-doc-links/src/types.ts b/packages/kbn-doc-links/src/types.ts
index 53118549726c9..67d4106d5be9d 100644
--- a/packages/kbn-doc-links/src/types.ts
+++ b/packages/kbn-doc-links/src/types.ts
@@ -215,6 +215,7 @@ export interface DocLinks {
     readonly gettingStarted: string;
     readonly gmail: string;
     readonly googleDrive: string;
+    readonly guide: string;
     readonly indexingSchedule: string;
     readonly jiraCloud: string;
     readonly jiraServer: string;
diff --git a/x-pack/plugins/enterprise_search/public/applications/app_search/components/engines/components/empty_state.tsx b/x-pack/plugins/enterprise_search/public/applications/app_search/components/engines/components/empty_state.tsx
index ef2f48dbe6c20..08e1260166a6e 100644
--- a/x-pack/plugins/enterprise_search/public/applications/app_search/components/engines/components/empty_state.tsx
+++ b/x-pack/plugins/enterprise_search/public/applications/app_search/components/engines/components/empty_state.tsx
@@ -13,6 +13,7 @@ import { EuiEmptyPrompt, EuiSpacer } from '@elastic/eui';
 import { i18n } from '@kbn/i18n';
 
 import { EnterpriseSearchDeprecationCallout } from '../../../../shared/deprecation_callout/deprecation_callout';
+import { docLinks } from '../../../../shared/doc_links';
 import { EuiButtonTo } from '../../../../shared/react_router_helpers';
 import { TelemetryLogic } from '../../../../shared/telemetry';
 import { AppLogic } from '../../../app_logic';
@@ -41,6 +42,7 @@ export const EmptyState: React.FC = () => {
       {showDeprecationCallout ? (
         <EnterpriseSearchDeprecationCallout
           onDismissAction={onDismissDeprecationCallout}
+          learnMoreLinkUrl={docLinks.appSearchGuide}
           restrictWidth
         />
       ) : (
diff --git a/x-pack/plugins/enterprise_search/public/applications/app_search/components/layout/page_template.tsx b/x-pack/plugins/enterprise_search/public/applications/app_search/components/layout/page_template.tsx
index f834c45965508..0b32d40ea334f 100644
--- a/x-pack/plugins/enterprise_search/public/applications/app_search/components/layout/page_template.tsx
+++ b/x-pack/plugins/enterprise_search/public/applications/app_search/components/layout/page_template.tsx
@@ -12,6 +12,7 @@ import useObservable from 'react-use/lib/useObservable';
 
 import { APP_SEARCH_PLUGIN } from '../../../../../common/constants';
 import { EnterpriseSearchDeprecationCallout } from '../../../shared/deprecation_callout/deprecation_callout';
+import { docLinks } from '../../../shared/doc_links';
 import { KibanaLogic } from '../../../shared/kibana';
 import { SetAppSearchChrome } from '../../../shared/kibana_chrome';
 import { EnterpriseSearchPageTemplateWrapper, PageTemplateProps } from '../../../shared/layout';
@@ -59,7 +60,10 @@ export const AppSearchPageTemplate: React.FC<
     >
       {pageViewTelemetry && <SendAppSearchTelemetry action="viewed" metric={pageViewTelemetry} />}
       {showDeprecationCallout ? (
-        <EnterpriseSearchDeprecationCallout onDismissAction={onDismissDeprecationCallout} />
+        <EnterpriseSearchDeprecationCallout
+          onDismissAction={onDismissDeprecationCallout}
+          learnMoreLinkUrl={docLinks.appSearchGuide}
+        />
       ) : (
         <></>
       )}
diff --git a/x-pack/plugins/enterprise_search/public/applications/shared/deprecation_callout/deprecation_callout.test.tsx b/x-pack/plugins/enterprise_search/public/applications/shared/deprecation_callout/deprecation_callout.test.tsx
index e4bad3393e0d9..3da3b5e45aaa7 100644
--- a/x-pack/plugins/enterprise_search/public/applications/shared/deprecation_callout/deprecation_callout.test.tsx
+++ b/x-pack/plugins/enterprise_search/public/applications/shared/deprecation_callout/deprecation_callout.test.tsx
@@ -14,7 +14,9 @@ import { EnterpriseSearchDeprecationCallout } from './deprecation_callout';
 describe('EnterpriseSearchDeprecationCallout', () => {
   it('renders', () => {
     const dismissFxn = jest.fn();
-    const wrapper = shallow(<EnterpriseSearchDeprecationCallout onDismissAction={dismissFxn} />);
+    const wrapper = shallow(
+      <EnterpriseSearchDeprecationCallout onDismissAction={dismissFxn} learnMoreLinkUrl="#" />
+    );
 
     expect(wrapper.find('EuiCallOut')).toHaveLength(1);
     wrapper.find('EuiCallOut').simulate('dismiss');
@@ -23,7 +25,9 @@ describe('EnterpriseSearchDeprecationCallout', () => {
 
   it('dismisses via the link', () => {
     const dismissFxn = jest.fn();
-    const wrapper = shallow(<EnterpriseSearchDeprecationCallout onDismissAction={dismissFxn} />);
+    const wrapper = shallow(
+      <EnterpriseSearchDeprecationCallout onDismissAction={dismissFxn} learnMoreLinkUrl="#" />
+    );
 
     expect(wrapper.find('EuiLink')).toHaveLength(1);
     wrapper.find('EuiLink').simulate('click');
diff --git a/x-pack/plugins/enterprise_search/public/applications/shared/deprecation_callout/deprecation_callout.tsx b/x-pack/plugins/enterprise_search/public/applications/shared/deprecation_callout/deprecation_callout.tsx
index 0c8ba65291ecf..e05b45fdfba2a 100644
--- a/x-pack/plugins/enterprise_search/public/applications/shared/deprecation_callout/deprecation_callout.tsx
+++ b/x-pack/plugins/enterprise_search/public/applications/shared/deprecation_callout/deprecation_callout.tsx
@@ -11,15 +11,15 @@ import { EuiCallOut, EuiButton, EuiLink, EuiFlexItem, EuiFlexGroup, EuiSpacer }
 import { i18n } from '@kbn/i18n';
 import { FormattedMessage } from '@kbn/i18n-react';
 
-import { docLinks } from '../doc_links';
-
 interface DeprecationCalloutProps {
   onDismissAction: () => void;
+  learnMoreLinkUrl: string;
   restrictWidth?: boolean;
 }
 
 export const EnterpriseSearchDeprecationCallout: React.FC<DeprecationCalloutProps> = ({
   onDismissAction,
+  learnMoreLinkUrl,
   restrictWidth = false,
 }) => {
   const maxWidth = restrictWidth ? '75%' : '100%';
@@ -43,48 +43,14 @@ export const EnterpriseSearchDeprecationCallout: React.FC<DeprecationCalloutProp
         data-test-subj="EnterpriseSearchDeprecationCallout"
       >
         <FormattedMessage
-          id="xpack.enterpriseSearch.deprecationCallout.first_message"
-          defaultMessage="The standalone Enterprise Search product, including App Search and Workplace Search, remains available in maintenance mode, but are not recommended for new search experiences. Instead, we recommend using our actively developed Elasticsearch-native tools. These tools offer the flexibility and composability of working directly with Elasticsearch indices."
-        />
-        <EuiSpacer size="s" />
-        <FormattedMessage
-          id="xpack.enterpriseSearch.deprecationCallout.second_message"
-          defaultMessage="See this {workplaceSearchBlogUrl} for more information about upgrading your internal knowledge search or this {appSearchBlogUrl} about upgrading your catalog search."
-          values={{
-            workplaceSearchBlogUrl: (
-              <EuiLink
-                data-test-subj="workplaceSearch-deprecationCallout-blog-link"
-                href={docLinks.workplaceSearchEvolutionBlog}
-                target="_blank"
-                data-telemetry-id="workplaceSearch-deprecationCallout-blog-viewLink"
-              >
-                {i18n.translate(
-                  'xpack.enterpriseSearch.deprecationCallout.viewWorkplaceSearchBlog',
-                  {
-                    defaultMessage: 'blog post',
-                  }
-                )}
-              </EuiLink>
-            ),
-            appSearchBlogUrl: (
-              <EuiLink
-                data-test-subj="appSearch-deprecationCallout-blog-link"
-                href={docLinks.appSearchEvolutionBlog}
-                target="_blank"
-                data-telemetry-id="appSearch-deprecationCallout-blog-viewLink"
-              >
-                {i18n.translate('xpack.enterpriseSearch.deprecationCallout.viewAppSearchBlog', {
-                  defaultMessage: 'blog post',
-                })}
-              </EuiLink>
-            ),
-          }}
+          id="xpack.enterpriseSearch.deprecationCallout.message"
+          defaultMessage="The standalone App Search and Workplace Search products remain available in maintenance mode. We recommend using our Elastic Stack tools to build new semantic and AI powered search experiences."
         />
         <EuiSpacer size="s" />
         <EuiFlexGroup direction="row" alignItems="center" justifyContent="flexStart">
           <EuiFlexItem grow={false}>
             <EuiButton
-              href={docLinks.appSearchEvolutionBlog}
+              href={learnMoreLinkUrl}
               color="warning"
               iconType="popout"
               iconSide="right"
diff --git a/x-pack/plugins/enterprise_search/public/applications/shared/doc_links/doc_links.ts b/x-pack/plugins/enterprise_search/public/applications/shared/doc_links/doc_links.ts
index 2c4f7b9e2e5b8..7ab6640553428 100644
--- a/x-pack/plugins/enterprise_search/public/applications/shared/doc_links/doc_links.ts
+++ b/x-pack/plugins/enterprise_search/public/applications/shared/doc_links/doc_links.ts
@@ -170,6 +170,7 @@ class DocLinks {
   public workplaceSearchGitHub: string;
   public workplaceSearchGmail: string;
   public workplaceSearchGoogleDrive: string;
+  public workplaceSearchGuide: string;
   public workplaceSearchIndexingSchedule: string;
   public workplaceSearchJiraCloud: string;
   public workplaceSearchJiraServer: string;
@@ -352,6 +353,7 @@ class DocLinks {
     this.workplaceSearchGitHub = '';
     this.workplaceSearchGmail = '';
     this.workplaceSearchGoogleDrive = '';
+    this.workplaceSearchGuide = '';
     this.workplaceSearchIndexingSchedule = '';
     this.workplaceSearchJiraCloud = '';
     this.workplaceSearchJiraServer = '';
@@ -540,6 +542,7 @@ class DocLinks {
     this.workplaceSearchGitHub = docLinks.links.workplaceSearch.gitHub;
     this.workplaceSearchGmail = docLinks.links.workplaceSearch.gmail;
     this.workplaceSearchGoogleDrive = docLinks.links.workplaceSearch.googleDrive;
+    this.workplaceSearchGuide = docLinks.links.workplaceSearch.guide;
     this.workplaceSearchIndexingSchedule = docLinks.links.workplaceSearch.indexingSchedule;
     this.workplaceSearchJiraCloud = docLinks.links.workplaceSearch.jiraCloud;
     this.workplaceSearchJiraServer = docLinks.links.workplaceSearch.jiraServer;
diff --git a/x-pack/plugins/enterprise_search/public/applications/shared/role_mapping/roles_empty_prompt.tsx b/x-pack/plugins/enterprise_search/public/applications/shared/role_mapping/roles_empty_prompt.tsx
index 4a9e969916d2f..7b301cb85c195 100644
--- a/x-pack/plugins/enterprise_search/public/applications/shared/role_mapping/roles_empty_prompt.tsx
+++ b/x-pack/plugins/enterprise_search/public/applications/shared/role_mapping/roles_empty_prompt.tsx
@@ -11,7 +11,9 @@ import { useValues } from 'kea';
 
 import { EuiEmptyPrompt, EuiButton, EuiLink, EuiSpacer, EuiText } from '@elastic/eui';
 
+import { APP_SEARCH_PLUGIN } from '../../../../common/constants';
 import { EnterpriseSearchDeprecationCallout } from '../deprecation_callout/deprecation_callout';
+import { docLinks } from '../doc_links';
 import { KibanaLogic } from '../kibana/kibana_logic';
 import { ProductName } from '../types';
 
@@ -52,11 +54,17 @@ export const RolesEmptyPrompt: React.FC<Props> = ({ onEnable, docsLink, productN
     return null;
   }
 
+  const deprecationLearnMoreLink =
+    productName === APP_SEARCH_PLUGIN.NAME
+      ? docLinks.appSearchGuide
+      : docLinks.workplaceSearchGuide;
+
   return (
     <>
       {showDeprecationCallout ? (
         <EnterpriseSearchDeprecationCallout
           onDismissAction={onDismissDeprecationCallout}
+          learnMoreLinkUrl={deprecationLearnMoreLink}
           restrictWidth
         />
       ) : (
diff --git a/x-pack/plugins/enterprise_search/public/applications/workplace_search/views/overview/overview.tsx b/x-pack/plugins/enterprise_search/public/applications/workplace_search/views/overview/overview.tsx
index c9c13c3ad5465..4bc9455498128 100644
--- a/x-pack/plugins/enterprise_search/public/applications/workplace_search/views/overview/overview.tsx
+++ b/x-pack/plugins/enterprise_search/public/applications/workplace_search/views/overview/overview.tsx
@@ -13,6 +13,7 @@ import { EuiSpacer } from '@elastic/eui';
 import { i18n } from '@kbn/i18n';
 
 import { EnterpriseSearchDeprecationCallout } from '../../../shared/deprecation_callout/deprecation_callout';
+import { docLinks } from '../../../shared/doc_links';
 import { AppLogic } from '../../app_logic';
 import { WorkplaceSearchPageTemplate } from '../../components/layout';
 
@@ -77,7 +78,10 @@ export const Overview: React.FC = () => {
       isLoading={dataLoading}
     >
       {showDeprecationCallout ? (
-        <EnterpriseSearchDeprecationCallout onDismissAction={onDismissDeprecationCallout} />
+        <EnterpriseSearchDeprecationCallout
+          onDismissAction={onDismissDeprecationCallout}
+          learnMoreLinkUrl={docLinks.workplaceSearchGuide}
+        />
       ) : (
         <></>
       )}