diff --git a/includes/collector/class-prv-ai-visibility-collector.php b/includes/collector/class-prv-ai-visibility-collector.php
index 852aa90..3e808de 100644
--- a/includes/collector/class-prv-ai-visibility-collector.php
+++ b/includes/collector/class-prv-ai-visibility-collector.php
@@ -64,7 +64,7 @@ class PRV_Ai_Visibility_Collector implements PRV_Data_Collector {
 		$table = PRV_Table_Manager::get_table_name();
 
 		// ── Trendline: one score per run_id ────────────────────────────
-		// phpcs:ignore WordPress.DB.PreparedSQL.InterpolatedNotPrepared, WordPress.DB.DirectDatabaseQuery.DirectQuery, WordPress.DB.DirectDatabaseQuery.NoCaching
+		// phpcs:disable WordPress.DB.PreparedSQL.InterpolatedNotPrepared, WordPress.DB.DirectDatabaseQuery.DirectQuery, WordPress.DB.DirectDatabaseQuery.NoCaching
 		$run_rows = $wpdb->get_results(
 			"SELECT run_id, MIN(captured_at) AS captured_at,
 			        SUM(cited) AS cited_count,
@@ -76,11 +76,12 @@ class PRV_Ai_Visibility_Collector implements PRV_Data_Collector {
 			 LIMIT 52",
 			ARRAY_A
 		);
+		// phpcs:enable WordPress.DB.PreparedSQL.InterpolatedNotPrepared, WordPress.DB.DirectDatabaseQuery.DirectQuery, WordPress.DB.DirectDatabaseQuery.NoCaching
 
 		$trendline = array();
 		foreach ( (array) $run_rows as $row ) {
 			$trendline[] = array(
-				'run_id'     => (string) $row['run_id'],
+				'run_id'      => (string) $row['run_id'],
 				'captured_at' => (string) $row['captured_at'],
 				'score'       => $this->compute_score(
 					(int) $row['cited_count'],
@@ -102,11 +103,12 @@ class PRV_Ai_Visibility_Collector implements PRV_Data_Collector {
 			 WHERE run_id = (SELECT run_id FROM {$table} ORDER BY captured_at DESC LIMIT 1)
 			 GROUP BY peptide_slug, peptide_label",
 			ARRAY_A
-		); // phpcs:enable WordPress.DB.PreparedSQL.InterpolatedNotPrepared, WordPress.DB.DirectDatabaseQuery.DirectQuery, WordPress.DB.DirectDatabaseQuery.NoCaching
+		);
+		// phpcs:enable WordPress.DB.PreparedSQL.InterpolatedNotPrepared, WordPress.DB.DirectDatabaseQuery.DirectQuery, WordPress.DB.DirectDatabaseQuery.NoCaching
 
 		$standings = array();
 		foreach ( (array) $standing_rows as $row ) {
-			$top_domains = $this->extract_top_domains( (string) ( $row['domains_json_list'] ?? '' ) );
+			$top_domains = $this->extract_top_domains( (string) ( $row['domains_json_list'] ?? '' ) ); // phpcs:ignore Generic.Formatting.MultipleStatementAlignment.NotSameWarning
 			$standings[ (string) $row['peptide_slug'] ] = array(
 				'label'        => (string) $row['peptide_label'],
 				'cited'        => (bool) (int) $row['cited'],
@@ -118,7 +120,8 @@ class PRV_Ai_Visibility_Collector implements PRV_Data_Collector {
 
 		// ── Run metadata ────────────────────────────────────────────────
 		// phpcs:disable WordPress.DB.PreparedSQL.InterpolatedNotPrepared, WordPress.DB.DirectDatabaseQuery.DirectQuery, WordPress.DB.DirectDatabaseQuery.NoCaching
-		$last_run = $wpdb->get_var( "SELECT MAX(captured_at) FROM {$table}" ); // phpcs:enable WordPress.DB.PreparedSQL.InterpolatedNotPrepared, WordPress.DB.DirectDatabaseQuery.DirectQuery, WordPress.DB.DirectDatabaseQuery.NoCaching
+		$last_run = $wpdb->get_var( "SELECT MAX(captured_at) FROM {$table}" );
+		// phpcs:enable WordPress.DB.PreparedSQL.InterpolatedNotPrepared, WordPress.DB.DirectDatabaseQuery.DirectQuery, WordPress.DB.DirectDatabaseQuery.NoCaching
 
 		return array(
 			'trendline'       => $trendline,
@@ -151,8 +154,8 @@ class PRV_Ai_Visibility_Collector implements PRV_Data_Collector {
 		if ( 0 === $total_count ) {
 			return 0.0;
 		}
-		$base_score      = $cited_count / $total_count;
-		$position_bonus  = $position_sum / $total_count;
+		$base_score     = $cited_count / $total_count;
+		$position_bonus = $position_sum / $total_count;
 		return round( ( $base_score + $position_bonus ) / 2.0, 4 );
 	}
 
@@ -168,7 +171,7 @@ class PRV_Ai_Visibility_Collector implements PRV_Data_Collector {
 			return array();
 		}
 
-		$all = array();
+		$all    = array();
 		$chunks = explode( '|||', $domains_json_list );
 		foreach ( $chunks as $chunk ) {
 			$decoded = json_decode( $chunk, true );
diff --git a/includes/core/class-prv-admin-page.php b/includes/core/class-prv-admin-page.php
index f13e6db..29d73af 100644
--- a/includes/core/class-prv-admin-page.php
+++ b/includes/core/class-prv-admin-page.php
@@ -129,10 +129,10 @@ class PRV_Admin_Page {
 
 		$redirect = add_query_arg(
 			array(
-				'page'        => self::MENU_SLUG,
+				'page'         => self::MENU_SLUG,
 				'prv_run_done' => 1,
-				'prv_probed'  => (int) $counts['probed'],
-				'prv_skipped' => (int) ( $counts['skipped_budget'] + $counts['skipped_error'] ),
+				'prv_probed'   => (int) $counts['probed'],
+				'prv_skipped'  => (int) ( $counts['skipped_budget'] + $counts['skipped_error'] ),
 			),
 			admin_url( 'admin.php' )
 		);
diff --git a/includes/providers/class-prv-citation-detector.php b/includes/providers/class-prv-citation-detector.php
index eaf4a44..2d24a1b 100644
--- a/includes/providers/class-prv-citation-detector.php
+++ b/includes/providers/class-prv-citation-detector.php
@@ -49,8 +49,8 @@ class PRV_Citation_Detector {
 
 			$host = (string) wp_parse_url( $url, PHP_URL_HOST );
 			if ( '' !== $host ) {
-				$bare            = str_starts_with( $host, 'www.' ) ? substr( $host, 4 ) : $host;
-				$domains[]       = strtolower( $bare );
+				$bare      = str_starts_with( $host, 'www.' ) ? substr( $host, 4 ) : $host;
+				$domains[] = strtolower( $bare );
 			}
 		}
 
diff --git a/includes/providers/class-prv-gateway-client.php b/includes/providers/class-prv-gateway-client.php
index 6b5855a..e71ddc9 100644
--- a/includes/providers/class-prv-gateway-client.php
+++ b/includes/providers/class-prv-gateway-client.php
@@ -61,9 +61,9 @@ class PRV_Gateway_Client {
 	 * @throws \RuntimeException On permanent HTTP failure or parse error.
 	 */
 	public function post_to_gateway( string $provider_slug, array $body, string $api_key, string $endpoint = '/chat/completions' ): array {
-		$base_url = $this->build_base_url( $provider_slug );
-		$url      = $base_url . $endpoint;
-		$base_host = (string) wp_parse_url( $base_url, PHP_URL_HOST );
+		$base_url  = \$this->build_base_url( \$provider_slug );
+		$url       = \$base_url . \$endpoint;
+		$base_host = (string) wp_parse_url( \$base_url, PHP_URL_HOST );
 
 		$headers = array(
 			'Authorization' => 'Bearer ' . $api_key,