diff --git a/packages/social-previews/CHANGELOG.md b/packages/social-previews/CHANGELOG.md
index bbf26a578968b..a71a5192266ee 100644
--- a/packages/social-previews/CHANGELOG.md
+++ b/packages/social-previews/CHANGELOG.md
@@ -4,6 +4,7 @@
 
 - Added Threads and Bluesky preview
 - Fixed media image URL for Tumblr and Instagram previews
+- Removed the learn more link for link previews
 
 ## v2.0.1 (2024-06-10)
 
diff --git a/packages/social-previews/package.json b/packages/social-previews/package.json
index 5d91804c5b3f5..c257611405464 100644
--- a/packages/social-previews/package.json
+++ b/packages/social-previews/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@automattic/social-previews",
-	"version": "2.1.0-beta.8",
+	"version": "2.1.0-beta.9",
 	"description": "A suite of components to generate previews for a post for both social and search engines.",
 	"main": "dist/cjs/index.js",
 	"module": "dist/esm/index.js",
diff --git a/packages/social-previews/src/bluesky-preview/previews.tsx b/packages/social-previews/src/bluesky-preview/previews.tsx
index 6aa8f8eda94ad..e40d6b2fef5dc 100644
--- a/packages/social-previews/src/bluesky-preview/previews.tsx
+++ b/packages/social-previews/src/bluesky-preview/previews.tsx
@@ -1,4 +1,3 @@
-import { ExternalLink } from '@wordpress/components';
 import { __ } from '@wordpress/i18n';
 import { SectionHeading } from '../shared/section-heading';
 import { SocialPreviewsBaseProps } from '../types';
@@ -43,10 +42,6 @@ export const BlueskyPreviews: React.FC< BlueskyPreviewsProps > = ( {
 							'This is what it will look like when someone shares the link to your WordPress post on Bluesky.',
 							'social-previews'
 						) }
-						&nbsp;
-						<ExternalLink href="https://jetpack.com/support/jetpack-social-image-generator">
-							{ __( 'Learn more about links', 'social-previews' ) }
-						</ExternalLink>
 					</p>
 					<BlueskyLinkPreview { ...props } />
 				</section>
diff --git a/packages/social-previews/src/facebook-preview/previews.tsx b/packages/social-previews/src/facebook-preview/previews.tsx
index 51990dc935291..85dfd15603d9d 100644
--- a/packages/social-previews/src/facebook-preview/previews.tsx
+++ b/packages/social-previews/src/facebook-preview/previews.tsx
@@ -1,4 +1,3 @@
-import { ExternalLink } from '@wordpress/components';
 import { __ } from '@wordpress/i18n';
 import SectionHeading from '../shared/section-heading';
 import { SocialPreviewsBaseProps } from '../types';
@@ -47,10 +46,6 @@ export const FacebookPreviews: React.FC< FacebookPreviewsProps > = ( {
 							'This is what it will look like when someone shares the link to your WordPress post on Facebook.',
 							'social-previews'
 						) }
-						&nbsp;
-						<ExternalLink href="https://jetpack.com/support/jetpack-social-image-generator">
-							{ __( 'Learn more about links', 'social-previews' ) }
-						</ExternalLink>
 					</p>
 					{ hasCustomImage ? (
 						<LinkPreviewDetails { ...props } />
diff --git a/packages/social-previews/src/linkedin-preview/previews.tsx b/packages/social-previews/src/linkedin-preview/previews.tsx
index 9141c0cf7bb66..6f7a8d8e81311 100644
--- a/packages/social-previews/src/linkedin-preview/previews.tsx
+++ b/packages/social-previews/src/linkedin-preview/previews.tsx
@@ -1,4 +1,3 @@
-import { ExternalLink } from '@wordpress/components';
 import { __ } from '@wordpress/i18n';
 import SectionHeading from '../shared/section-heading';
 import { LinkedInLinkPreview } from './link-preview';
@@ -40,10 +39,6 @@ export const LinkedInPreviews: React.FC< LinkedInPreviewsProps > = ( {
 							'This is what it will look like when someone shares the link to your WordPress post on LinkedIn.',
 							'social-previews'
 						) }
-						&nbsp;
-						<ExternalLink href="https://jetpack.com/support/jetpack-social-image-generator">
-							{ __( 'Learn more about links', 'social-previews' ) }
-						</ExternalLink>
 					</p>
 					<LinkedInLinkPreview { ...props } name="" profileImage="" />
 				</section>
diff --git a/packages/social-previews/src/mastodon-preview/previews.tsx b/packages/social-previews/src/mastodon-preview/previews.tsx
index 277c4b08d7099..11fac34208975 100644
--- a/packages/social-previews/src/mastodon-preview/previews.tsx
+++ b/packages/social-previews/src/mastodon-preview/previews.tsx
@@ -1,4 +1,3 @@
-import { ExternalLink } from '@wordpress/components';
 import { __ } from '@wordpress/i18n';
 import { SectionHeading } from '../shared/section-heading';
 import { SocialPreviewsBaseProps } from '../types';
@@ -43,10 +42,6 @@ export const MastodonPreviews: React.FC< MastodonPreviewsProps > = ( {
 							'This is what it will look like when someone shares the link to your WordPress post on Mastodon.',
 							'social-previews'
 						) }
-						&nbsp;
-						<ExternalLink href="https://jetpack.com/support/jetpack-social-image-generator">
-							{ __( 'Learn more about links', 'social-previews' ) }
-						</ExternalLink>
 					</p>
 					<MastodonLinkPreview { ...props } user={ undefined } />
 				</section>
diff --git a/packages/social-previews/src/nextdoor-preview/previews.tsx b/packages/social-previews/src/nextdoor-preview/previews.tsx
index 51a8394e28c60..0dbf8ea23ef07 100644
--- a/packages/social-previews/src/nextdoor-preview/previews.tsx
+++ b/packages/social-previews/src/nextdoor-preview/previews.tsx
@@ -1,4 +1,3 @@
-import { ExternalLink } from '@wordpress/components';
 import { __ } from '@wordpress/i18n';
 import SectionHeading from '../shared/section-heading';
 import { NextdoorLinkPreview } from './link-preview';
@@ -40,10 +39,6 @@ export const NextdoorPreviews: React.FC< NextdoorPreviewsProps > = ( {
 							'This is what it will look like when someone shares the link to your WordPress post on Nextdoor.',
 							'social-previews'
 						) }
-						&nbsp;
-						<ExternalLink href="https://jetpack.com/support/jetpack-social-image-generator">
-							{ __( 'Learn more about links', 'social-previews' ) }
-						</ExternalLink>
 					</p>
 					<NextdoorLinkPreview { ...props } name="" profileImage="" />
 				</section>
diff --git a/packages/social-previews/src/threads-preview/previews.tsx b/packages/social-previews/src/threads-preview/previews.tsx
index a0d19e3a299b6..1615f0bc996f6 100644
--- a/packages/social-previews/src/threads-preview/previews.tsx
+++ b/packages/social-previews/src/threads-preview/previews.tsx
@@ -1,4 +1,3 @@
-import { ExternalLink } from '@wordpress/components';
 import { __ } from '@wordpress/i18n';
 import SectionHeading from '../shared/section-heading';
 import { ThreadsLinkPreview } from './link-preview';
@@ -55,10 +54,6 @@ export const ThreadsPreviews: React.FC< ThreadsPreviewsProps > = ( {
 									'This is what it will look like when someone shares the link to your WordPress post on Threads.',
 									'social-previews'
 								) }
-								&nbsp;
-								<ExternalLink href="https://jetpack.com/support/jetpack-social-image-generator">
-									{ __( 'Learn more about links', 'social-previews' ) }
-								</ExternalLink>
 							</p>
 							<ThreadsLinkPreview { ...posts[ 0 ] } name="" profileImage="" />
 						</>
diff --git a/packages/social-previews/src/tumblr-preview/previews.tsx b/packages/social-previews/src/tumblr-preview/previews.tsx
index 76fc48b7913e7..3038fa1135af8 100644
--- a/packages/social-previews/src/tumblr-preview/previews.tsx
+++ b/packages/social-previews/src/tumblr-preview/previews.tsx
@@ -1,4 +1,3 @@
-import { ExternalLink } from '@wordpress/components';
 import { __ } from '@wordpress/i18n';
 import { SectionHeading } from '../shared/section-heading';
 import { SocialPreviewsBaseProps } from '../types';
@@ -45,10 +44,6 @@ export const TumblrPreviews: React.FC< TumblrPreviewsProps > = ( {
 							'This is what it will look like when someone shares the link to your WordPress post on Tumblr.',
 							'social-previews'
 						) }
-						&nbsp;
-						<ExternalLink href="https://jetpack.com/support/jetpack-social-image-generator">
-							{ __( 'Learn more about links', 'social-previews' ) }
-						</ExternalLink>
 					</p>
 					<TumblrLinkPreview { ...props } user={ undefined } />
 				</section>
diff --git a/packages/social-previews/src/twitter-preview/previews.tsx b/packages/social-previews/src/twitter-preview/previews.tsx
index fabd15906ef65..2d1cc9a37dd10 100644
--- a/packages/social-previews/src/twitter-preview/previews.tsx
+++ b/packages/social-previews/src/twitter-preview/previews.tsx
@@ -1,4 +1,3 @@
-import { ExternalLink } from '@wordpress/components';
 import { __ } from '@wordpress/i18n';
 import SectionHeading from '../shared/section-heading';
 import { TwitterLinkPreview } from './link-preview';
@@ -53,10 +52,6 @@ export const TwitterPreviews: React.FC< TwitterPreviewsProps > = ( {
 							'This is what it will look like when someone shares the link to your WordPress post on X.',
 							'social-previews'
 						) }
-						&nbsp;
-						<ExternalLink href="https://jetpack.com/support/jetpack-social-image-generator">
-							{ __( 'Learn more about links', 'social-previews' ) }
-						</ExternalLink>
 					</p>
 					<TwitterLinkPreview { ...tweets[ 0 ] } name="" profileImage="" screenName="" />
 				</section>