diff --git a/src/bp-core/compatibility/bp-incompatible-plugins-helper.php b/src/bp-core/compatibility/bp-incompatible-plugins-helper.php
index d296114834..8c0cea86f3 100644
--- a/src/bp-core/compatibility/bp-incompatible-plugins-helper.php
+++ b/src/bp-core/compatibility/bp-incompatible-plugins-helper.php
@@ -17,7 +17,7 @@ function bp_helper_plugins_loaded_callback() {
 	 *
 	 * Support for LearnDash & bbPress Integration
 	 */
-	if ( in_array( 'learndash-bbpress/learndash-bbpress.php', $bp_plugins ) ) {
+	if ( class_exists( 'Learndash_BBPress' ) ) {
 
 			/**
 			 * Remove bbPress Integration admin init hook action
@@ -26,7 +26,7 @@ function bp_helper_plugins_loaded_callback() {
 			 */
 			remove_action( 'admin_init', 'wdm_activation_dependency_check' );
 
-		if ( empty( bp_is_active( 'forums' ) ) || empty( in_array( 'sfwd-lms/sfwd_lms.php', $bp_plugins ) ) ) {
+		if ( empty( bp_is_active( 'forums' ) ) || ! class_exists( 'SFWD_LMS' ) ) {
 			deactivate_plugins( 'learndash-bbpress/learndash-bbpress.php' );
 
 			add_action( 'admin_notices', 'bp_core_learndash_bbpress_notices' );
@@ -39,7 +39,7 @@ function bp_helper_plugins_loaded_callback() {
 	 *
 	 * Support Rank Math SEO
 	 */
-	if ( in_array( 'seo-by-rank-math/rank-math.php', $bp_plugins ) && ! is_admin() ) {
+	if ( class_exists( 'RankMath' ) && interface_exists( 'RankMath\Paper\IPaper' ) && ! is_admin() ) {
 		require buddypress()->compatibility_dir . '/bp-rankmath-plugin-helpers.php';
 	}
 
@@ -48,7 +48,7 @@ function bp_helper_plugins_loaded_callback() {
 	 *
 	 * Support Elementor
 	 */
-	if ( in_array( 'elementor/elementor.php', $bp_plugins ) ) {
+	if ( class_exists( '\Elementor\Plugin' ) ) {
 		require buddypress()->compatibility_dir . '/bp-elementor-plugin-helpers.php';
 	}
 
@@ -57,7 +57,7 @@ function bp_helper_plugins_loaded_callback() {
 	 *
 	 * Support Co-Authors Plus
 	 */
-	if ( in_array( 'co-authors-plus/co-authors-plus.php', $bp_plugins ) ) {
+	if ( class_exists( 'CoAuthors_Plus' ) ) {
 		add_filter( 'bp_search_settings_post_type_taxonomies', 'bp_core_remove_authors_taxonomy_for_co_authors_plus', 100, 2 );
 	}
 
@@ -66,7 +66,7 @@ function bp_helper_plugins_loaded_callback() {
 	 *
 	 * Support MemberPress + BuddyPress Integration
 	 */
-	if ( in_array( 'memberpress-buddypress/main.php', $bp_plugins ) ) {
+	if ( class_exists( 'MpBuddyPress' ) ) {
 		/**
 		 * This action is use when admin bar is Enable
 		 */
@@ -83,7 +83,7 @@ function bp_helper_plugins_loaded_callback() {
 	 *
 	 * Support WPML Multilingual CMS
 	 */
-	if ( in_array( 'sitepress-multilingual-cms/sitepress.php', $bp_plugins ) ) {
+	if ( class_exists( 'SitePress' ) && class_exists( 'WPML_Fix_Links_In_Display_As_Translated_Content' ) ) {
 		require buddypress()->compatibility_dir . '/class-bb-wpml-helpers.php';
 	}
 
@@ -92,14 +92,14 @@ function bp_helper_plugins_loaded_callback() {
      *
 	 * @since BuddyBoss 1.5.4
 	 */
-	if ( in_array( 'wishlist-member/wpm.php', $bp_plugins ) ) {
+	if ( class_exists( 'WishListMember' ) ) {
 		global $WishListMemberInstance;
 		remove_filter( 'user_request_action_email_content', array( &$WishListMemberInstance, 'privacy_user_request_email' ), 10 );
 		remove_filter( 'user_request_action_email_subject', array( &$WishListMemberInstance, 'privacy_user_request_email_subject' ), 10 );
 		remove_filter( 'wp_privacy_personal_data_email_content', array( &$WishListMemberInstance, 'privacy_personal_data_email' ), 10 );
 	}
 
-	if ( in_array( 'instructor-role/instructor.php', $bp_plugins, true ) ) {
+	if ( class_exists( '\InstructorRole\Includes\Instructor_Role' ) ) {
 
 		/**
 		 * Function to exclude group type post to prevent group role overriding.
@@ -121,7 +121,7 @@ function bp_core_instructor_role_post_exclude( $exclude_posts ) {
 		add_filter( 'wdmir_exclude_post_types', 'bp_core_instructor_role_post_exclude', 10, 1 );
 	}
 
-	if ( in_array( 'geodirectory/geodirectory.php', $bp_plugins, true ) ) {
+	if ( class_exists( 'GeoDirectory' ) ) {
 
 		/**
 		 * Function to deregister some scripts and styles from bp component pages
@@ -183,7 +183,7 @@ function bp_deregister_geodirectory_styles() {
 	 *
 	 * Support The Events Calendar.
 	 */
-	if ( in_array( 'the-events-calendar/the-events-calendar.php', $bp_plugins, true ) ) {
+	if ( class_exists( 'Tribe__Events__Main' ) ) {
 		require buddypress()->compatibility_dir . '/class-bb-the-events-calendar-helpers.php';
 	}
 
@@ -226,7 +226,7 @@ function( $builder_load_requests ) {
 	 *
 	 * Support Memberpress
 	 */
-	if ( in_array( 'memberpress/memberpress.php', $bp_plugins ) ) {
+	if ( class_exists( 'MeprAppCtrl' ) ) {
 		add_filter( 'mepr_design_style_handle_prefixes', function ( $allowed_handle_prefixes ) {
 			$allowed_handle_prefixes[] = 'admin-bar';
 			$allowed_handle_prefixes[] = 'bp-';
@@ -242,7 +242,7 @@ function( $builder_load_requests ) {
 	 *
 	 * @since BuddyBoss 2.5.60
 	 */
-	if ( in_array( 'instructor-role/instructor.php', $bp_plugins ) ) {
+	if ( class_exists( '\InstructorRole\Includes\Instructor_Role' ) ) {
 		add_filter( 'ir_filter_remove_private_protected_from_titles', function ( $is_prepend, $prepend, $post ) {
 			$post_types = array();
 
@@ -556,7 +556,7 @@ function bb_core_add_support_mepr_signup_map_user_fields( $txn ) {
 function bp_core_learndash_bbpress_notices() {
 	global $bp_plugins;
 
-	if ( empty( bp_is_active( 'forums' ) ) || empty( in_array( 'sfwd-lms/sfwd_lms.php', $bp_plugins ) ) ) {
+	if ( empty( bp_is_active( 'forums' ) ) || ! class_exists( 'SFWD_LMS' ) ) {
 		$links = bp_get_admin_url( add_query_arg( array( 'page' => 'bp-components' ), 'admin.php' ) );
 
 		$text     = sprintf( '<a href="%s">%s</a>', $links, __( 'Forum Discussions', 'buddyboss' ) );