diff --git a/classes/suggested-tasks/data-collector/class-data-collector-manager.php b/classes/suggested-tasks/data-collector/class-data-collector-manager.php
index 576c3afa8..03872e9c3 100644
--- a/classes/suggested-tasks/data-collector/class-data-collector-manager.php
+++ b/classes/suggested-tasks/data-collector/class-data-collector-manager.php
@@ -7,21 +7,8 @@
 
 namespace Progress_Planner\Suggested_Tasks\Data_Collector;
 
-use Progress_Planner\Suggested_Tasks\Data_Collector\Hello_World;
-use Progress_Planner\Suggested_Tasks\Data_Collector\Sample_Page;
-use Progress_Planner\Suggested_Tasks\Data_Collector\Inactive_Plugins;
-use Progress_Planner\Suggested_Tasks\Data_Collector\Uncategorized_Category;
-use Progress_Planner\Suggested_Tasks\Data_Collector\Post_Author;
-use Progress_Planner\Suggested_Tasks\Data_Collector\Last_Published_Post;
-use Progress_Planner\Suggested_Tasks\Data_Collector\Archive_Format;
-use Progress_Planner\Suggested_Tasks\Data_Collector\Terms_Without_Posts;
-use Progress_Planner\Suggested_Tasks\Data_Collector\Terms_Without_Description;
-use Progress_Planner\Suggested_Tasks\Data_Collector\Post_Tag_Count;
-use Progress_Planner\Suggested_Tasks\Data_Collector\Published_Post_Count;
-use Progress_Planner\Suggested_Tasks\Data_Collector\Yoast_Orphaned_Content;
-
 /**
- * Base data collector.
+ * Manages the collection and initialization of data collectors.
  */
 class Data_Collector_Manager {
 
@@ -30,68 +17,89 @@ class Data_Collector_Manager {
 	 *
 	 * @var array<Base_Data_Collector>
 	 */
-	protected $data_collectors = [];
+	protected array $data_collectors = [];
 
 	/**
-	 * Constructor.
+	 * Files to exclude from automatic loading.
 	 *
-	 * @return void
+	 * @var array<string>
+	 */
+	protected const EXCLUDED_FILES = [
+		'class-data-collector-manager.php',
+		'class-base-data-collector.php',
+	];
+
+	/**
+	 * Constructor.
 	 */
 	public function __construct() {
-		$this->data_collectors = [
-			new Hello_World(),
-			new Sample_Page(),
-			new Inactive_Plugins(),
-			new Uncategorized_Category(),
-			new Post_Author(),
-			new Last_Published_Post(),
-			new Archive_Format(),
-			new Terms_Without_Posts(),
-			new Terms_Without_Description(),
-			new Post_Tag_Count(),
-			new Published_Post_Count(),
-		];
-
-		// Add the plugin integration.
-		\add_action( 'plugins_loaded', [ $this, 'add_plugin_integration' ] );
-
-		// At all all CPTs and taxonomies are initialized, init the data collectors.
-		\add_action( 'init', [ $this, 'init' ], 99 ); // Wait for the post types to be initialized.
-
-		// Add the update action.
+		$this->load_data_collectors();
+		$this->initialize_collectors();
+
+		// Update the cache once per day.
 		\add_action( 'admin_init', [ $this, 'update_data_collectors_cache' ] );
 	}
 
 	/**
-	 * Add the data collectors for the plugins we integrate with.
+	 * Load all data collectors from the directory.
 	 *
 	 * @return void
 	 */
-	public function add_plugin_integration() {
+	protected function load_data_collectors() {
+		$files = \glob( __DIR__ . '/*.php' );
+
+		if ( ! $files ) {
+			return;
+		}
+
+		foreach ( $files as $file ) {
+			if ( $this->should_skip_file( $file ) ) {
+				continue;
+			}
+
+			$class_name = $this->get_class_name_from_file( $file );
+			$collector  = new $class_name();
 
-		// Yoast SEO integration.
-		if ( function_exists( 'YoastSEO' ) ) {
-			$this->data_collectors[] = new Yoast_Orphaned_Content();
+			if ( ! $collector instanceof Base_Data_Collector ) {
+				continue;
+			}
+
+			$this->data_collectors[] = $collector;
 		}
 	}
 
 	/**
-	 * Initialize the task providers.
+	 * Check if a file should be skipped during loading.
+	 *
+	 * @param string $file_path The full path to the file.
+	 * @return bool
+	 */
+	protected function should_skip_file( string $file_path ) {
+		return in_array( \basename( $file_path ), self::EXCLUDED_FILES, true );
+	}
+
+	/**
+	 * Convert a file path to its corresponding class name.
+	 *
+	 * @param string $file_path The full path to the file.
+	 * @return string The fully qualified class name.
+	 */
+	protected function get_class_name_from_file( string $file_path ) {
+		$class_name = \basename( $file_path );
+		$class_name = \str_replace( [ 'class-', '.php' ], '', $class_name );
+		$class_name = implode( '_', array_map( 'ucfirst', explode( '-', $class_name ) ) );
+
+		return '\\Progress_Planner\\Suggested_Tasks\\Data_Collector\\' . $class_name;
+	}
+
+	/**
+	 * Initialize all loaded data collectors.
 	 *
 	 * @return void
 	 */
-	public function init() {
-
-		/**
-		 * Filter the data collectors.
-		 *
-		 * @param array $data_collectors The data collectors.
-		 */
-		$this->data_collectors = \apply_filters( 'progress_planner_data_collectors', $this->data_collectors );
-
-		// Initialize (add hooks) the data collectors.
-		foreach ( $this->data_collectors as $data_collector ) {
-			$data_collector->init();
+	protected function initialize_collectors() {
+		foreach ( $this->data_collectors as $collector ) {
+			$collector->init();
 		}
 	}
 
@@ -101,15 +109,14 @@ public function init() {
 	 * @return void
 	 */
 	public function update_data_collectors_cache() {
-
 		$update_recently_performed = \progress_planner()->get_utils__cache()->get( 'update_data_collectors_cache' );
 
 		if ( $update_recently_performed ) {
 			return;
 		}
 
-		foreach ( $this->data_collectors as $data_collector ) {
-			$data_collector->update_cache();
+		foreach ( $this->data_collectors as $collector ) {
+			$collector->update_cache();
 		}
 
 		\progress_planner()->get_utils__cache()->set( 'update_data_collectors_cache', true, DAY_IN_SECONDS );