diff --git a/lib/block-supports/pattern.php b/lib/block-supports/pattern.php
index 2f7717091ff50..7c344d669e1f9 100644
--- a/lib/block-supports/pattern.php
+++ b/lib/block-supports/pattern.php
@@ -13,7 +13,8 @@
 	 * @param WP_Block_Type $block_type Block Type.
 	 */
 	function gutenberg_register_pattern_support( $block_type ) {
-		$pattern_support = 'core/paragraph' === $block_type->name ? true : false;
+		global $block_bindings_allowed_blocks;
+		$pattern_support = array_key_exists( $block_type->name, $block_bindings_allowed_blocks );
 
 		if ( $pattern_support ) {
 			if ( ! $block_type->uses_context ) {
diff --git a/package-lock.json b/package-lock.json
index b74f66298d787..85e61fb71c594 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -54123,6 +54123,7 @@
 				"@wordpress/interactivity": "file:../interactivity",
 				"@wordpress/keycodes": "file:../keycodes",
 				"@wordpress/notices": "file:../notices",
+				"@wordpress/patterns": "file:../patterns",
 				"@wordpress/primitives": "file:../primitives",
 				"@wordpress/private-apis": "file:../private-apis",
 				"@wordpress/reusable-blocks": "file:../reusable-blocks",
@@ -69271,6 +69272,7 @@
 				"@wordpress/interactivity": "file:../interactivity",
 				"@wordpress/keycodes": "file:../keycodes",
 				"@wordpress/notices": "file:../notices",
+				"@wordpress/patterns": "file:../patterns",
 				"@wordpress/primitives": "file:../primitives",
 				"@wordpress/private-apis": "file:../private-apis",
 				"@wordpress/reusable-blocks": "file:../reusable-blocks",
diff --git a/packages/block-library/package.json b/packages/block-library/package.json
index 49cbc29415718..12f4e23d9da4d 100644
--- a/packages/block-library/package.json
+++ b/packages/block-library/package.json
@@ -53,6 +53,7 @@
 		"@wordpress/interactivity": "file:../interactivity",
 		"@wordpress/keycodes": "file:../keycodes",
 		"@wordpress/notices": "file:../notices",
+		"@wordpress/patterns": "file:../patterns",
 		"@wordpress/primitives": "file:../primitives",
 		"@wordpress/private-apis": "file:../private-apis",
 		"@wordpress/reusable-blocks": "file:../reusable-blocks",
diff --git a/packages/block-library/src/block/edit.js b/packages/block-library/src/block/edit.js
index 6331d33c27a7b..9d03accb1204c 100644
--- a/packages/block-library/src/block/edit.js
+++ b/packages/block-library/src/block/edit.js
@@ -27,6 +27,7 @@ import {
 	store as blockEditorStore,
 	BlockControls,
 } from '@wordpress/block-editor';
+import { privateApis as patternsPrivateApis } from '@wordpress/patterns';
 import { parse, cloneBlock } from '@wordpress/blocks';
 
 /**
@@ -35,10 +36,13 @@ import { parse, cloneBlock } from '@wordpress/blocks';
 import { unlock } from '../lock-unlock';
 
 const { useLayoutClasses } = unlock( blockEditorPrivateApis );
+const { PARTIAL_SYNCING_SUPPORTED_BLOCKS } = unlock( patternsPrivateApis );
 
 function isPartiallySynced( block ) {
 	return (
-		'core/paragraph' === block.name &&
+		Object.keys( PARTIAL_SYNCING_SUPPORTED_BLOCKS ).includes(
+			block.name
+		) &&
 		!! block.attributes.metadata?.bindings &&
 		Object.values( block.attributes.metadata.bindings ).some(
 			( binding ) => binding.source.name === 'pattern_attributes'
@@ -100,7 +104,7 @@ function applyInitialOverrides( blocks, overrides = {}, defaultValues ) {
 			defaultValues[ blockId ] ??= {};
 			defaultValues[ blockId ][ attributeKey ] =
 				block.attributes[ attributeKey ];
-			if ( overrides[ blockId ] ) {
+			if ( overrides[ blockId ]?.[ attributeKey ] !== undefined ) {
 				newAttributes[ attributeKey ] =
 					overrides[ blockId ][ attributeKey ];
 			}
@@ -130,6 +134,8 @@ function getOverridesFromBlocks( blocks, defaultValues ) {
 				defaultValues[ blockId ][ attributeKey ]
 			) {
 				overrides[ blockId ] ??= {};
+				// TODO: We need a way to represent `undefined` in the serialized overrides.
+				// Also see: https://github.com/WordPress/gutenberg/pull/57249#discussion_r1452987871
 				overrides[ blockId ][ attributeKey ] =
 					block.attributes[ attributeKey ];
 			}
diff --git a/packages/patterns/src/constants.js b/packages/patterns/src/constants.js
index 3e533d834fd75..4a9f769658b2e 100644
--- a/packages/patterns/src/constants.js
+++ b/packages/patterns/src/constants.js
@@ -23,4 +23,9 @@ export const PATTERN_SYNC_TYPES = {
 // TODO: This should not be hardcoded. Maybe there should be a config and/or an UI.
 export const PARTIAL_SYNCING_SUPPORTED_BLOCKS = {
 	'core/paragraph': { content: __( 'Content' ) },
+	'core/heading': { content: __( 'Content' ) },
+	'core/button': {
+		text: __( 'Text' ),
+		url: __( 'URL' ),
+	},
 };