diff --git a/includes/query-loop.php b/includes/query-loop.php
index d98e35b..c3563a6 100644
--- a/includes/query-loop.php
+++ b/includes/query-loop.php
@@ -45,6 +45,11 @@ function parse_meta_query( $meta_query_data ) {
 function get_exclude_ids( $attributes ) {
 	$exclude_ids = array();
 
+	// Exclude Posts by ID.
+	if ( isset( $attributes['exclude_posts'] ) && ! empty( $attributes['exclude_posts'] ) ) {
+		$exclude_ids = $attributes['exclude_posts'];
+	}
+
 	// Exclude Current Post.
 	if ( isset( $attributes['exclude_current'] ) ) {
 		if ( is_int( $attributes['exclude_current'] ) || ! preg_match( '/[a-z\-]+\/\/[a-z\-]+/', $attributes['exclude_current'] ) ) {
@@ -275,9 +280,11 @@ function add_custom_query_params( $args, $request ) {
 	}
 
 	// Exclusion Related.
+	$exclude_posts = $request->get_param( 'exclude_posts' );
 	$exclude_current = $request->get_param( 'exclude_current' );
-	if ( $exclude_current ) {
+	if ( $exclude_posts || $exclude_current ) {
 		$attributes = array(
+			'exclude_posts' => $exclude_posts,
 			'exclude_current' => $exclude_current,
 		);
 
diff --git a/src/components/post-exclude-controls.js b/src/components/post-exclude-controls.js
index 7fc3949..30d8ad8 100644
--- a/src/components/post-exclude-controls.js
+++ b/src/components/post-exclude-controls.js
@@ -1,7 +1,11 @@
 /**
  * WordPress dependencies
  */
-import { ToggleControl } from '@wordpress/components';
+import {
+	ToggleControl,
+	FormTokenField,
+	BaseControl,
+} from '@wordpress/components';
 import { useSelect } from '@wordpress/data';
 import { useEntityRecord } from '@wordpress/core-data';
 import { __ } from '@wordpress/i18n';
@@ -16,13 +20,51 @@ import { __ } from '@wordpress/i18n';
  * @return {Element} PostExcludeControls
  */
 export const PostExcludeControls = ( { attributes, setAttributes } ) => {
-	const { query: { exclude_current: excludeCurrent } = {} } = attributes;
+	const {
+		query: {
+			exclude_posts: excludePosts = [],
+			exclude_current: excludeCurrent,
+			postType,
+			multiple_posts: multiplePosts = [],
+		} = {},
+	} = attributes;
 	const { record: siteOptions } = useEntityRecord( 'root', 'site' );
 	const currentPost = useSelect( ( select ) => {
 		return select( 'core/editor' ).getCurrentPost();
 	}, [] );
 
-	if ( ! currentPost ) {
+	// Get the posts for all post types used in the query.
+	const posts = useSelect(
+		( select ) => {
+			const { getEntityRecords } = select( 'core' );
+
+			// Fetch posts for each post type and combine them into one array
+			return [ ...multiplePosts, postType ].reduce(
+				( accumulator, postType ) => {
+					// Depending on the number of posts this could take a while, since we can't paginate here
+					const records = getEntityRecords( 'postType', postType, {
+						per_page: -1,
+					} );
+					return [ ...accumulator, ...( records || [] ) ];
+				},
+				[]
+			);
+		},
+		[ postType, multiplePosts ]
+	);
+
+	// For use with flatMap(), as this lets us remove elements during a map()
+	const idToTitle = ( id ) => {
+		const post = posts.find( ( p ) => p.id === id );
+		return post ? [ post.title.rendered ] : [];
+	};
+
+	const titleToId = ( title ) => {
+		const post = posts.find( ( p ) => p.title.rendered === title );
+		return post ? [ post.id ] : [];
+	};
+
+	if ( ! currentPost || ! posts ) {
 		return <div>{ __( 'Loading…', 'advanced-query-loop' ) }</div>;
 	}
 
@@ -47,6 +89,32 @@ export const PostExcludeControls = ( { attributes, setAttributes } ) => {
 	return (
 		<>
 			<h2> { __( 'Exclude Posts', 'advanced-query-loop' ) }</h2>
+			<BaseControl
+				help={ __(
+					'Start typing to search for a post title or manually enter one.',
+					'advanced-query-loop'
+				) }
+			>
+				<FormTokenField
+					label={ __( 'Posts', 'advanced-query-loop' ) }
+					value={ excludePosts.flatMap( ( id ) => idToTitle( id ) ) }
+					suggestions={ posts.map( ( post ) => post.title.rendered ) }
+					onChange={ ( titles ) => {
+						// Converts the Titles to Post IDs before saving them
+						setAttributes( {
+							query: {
+								...attributes.query,
+								exclude_posts:
+									titles.flatMap( ( title ) =>
+										titleToId( title )
+									) || [],
+							},
+						} );
+					} }
+					__experimentalExpandOnFocus
+					__experimentalShowHowTo={ false }
+				/>
+			</BaseControl>
 			<ToggleControl
 				label={ __( 'Exclude Current Post', 'advanced-query-loop' ) }
 				checked={ !! excludeCurrent }