diff --git a/classes/WpMatomo/WpStatistics/DataConverters/NumberConverter.php b/classes/WpMatomo/WpStatistics/DataConverters/NumberConverter.php
index eb3aadcca..adfb5a2dd 100644
--- a/classes/WpMatomo/WpStatistics/DataConverters/NumberConverter.php
+++ b/classes/WpMatomo/WpStatistics/DataConverters/NumberConverter.php
@@ -29,8 +29,11 @@ public static function aggregate_by_key( $wp_statistics_data, $key ) {
 						'nb_uniq_visitors' => 0,
 					];
 				}
-				$data[ $row[ $key ] ]['nb_visits']        += intval( $row['number'] );
-				$data[ $row[ $key ] ]['nb_uniq_visitors'] += intval( $row['number'] );
+
+				$nb = isset( $row['number'] ) ? $row['number'] : $row['views'];
+
+				$data[ $row[ $key ] ]['nb_visits']        += intval( $nb );
+				$data[ $row[ $key ] ]['nb_uniq_visitors'] += intval( $nb );
 			}
 		}
 
diff --git a/classes/WpMatomo/WpStatistics/DataConverters/PagesTitleConverter.php b/classes/WpMatomo/WpStatistics/DataConverters/PagesTitleConverter.php
index 4cedf3f84..deae418d8 100644
--- a/classes/WpMatomo/WpStatistics/DataConverters/PagesTitleConverter.php
+++ b/classes/WpMatomo/WpStatistics/DataConverters/PagesTitleConverter.php
@@ -14,6 +14,13 @@
 class PagesTitleConverter extends NumberConverter implements DataConverterInterface {
 
 	public static function convert( array $wp_statistics_data ) {
+		// the title property is not set in newer versions of wp-statistics
+		foreach ( $wp_statistics_data as $key => $row ) {
+			if ( ! isset( $row['title'] ) ) {
+				$wp_statistics_data[ $key ]['title'] = get_the_title( $row['page_id'] );
+			}
+		}
+
 		$rows = self::aggregate_by_key( $wp_statistics_data, 'title' );
 
 		$data_tables = [
diff --git a/classes/WpMatomo/WpStatistics/DataConverters/PagesUrlConverter.php b/classes/WpMatomo/WpStatistics/DataConverters/PagesUrlConverter.php
index 78956273d..609de4f8f 100644
--- a/classes/WpMatomo/WpStatistics/DataConverters/PagesUrlConverter.php
+++ b/classes/WpMatomo/WpStatistics/DataConverters/PagesUrlConverter.php
@@ -15,7 +15,10 @@
 class PagesUrlConverter extends NumberConverter implements DataConverterInterface {
 
 	public static function convert( array $wp_statistics_data ) {
-		$rows                   = self::aggregate_by_key( $wp_statistics_data, 'str_url' );
+		$first_page = reset( $wp_statistics_data );
+		$key        = isset( $first_page['uri'] ) ? 'uri' : 'str_url';
+
+		$rows                   = self::aggregate_by_key( $wp_statistics_data, $key );
 		$main_url_without_slash = site_url();
 		$main_url_without_slash = rtrim( $main_url_without_slash, '/' );
 		$data_tables            = [
diff --git a/classes/WpMatomo/WpStatistics/DataConverters/SearchQueryConverter.php b/classes/WpMatomo/WpStatistics/DataConverters/SearchQueryConverter.php
index c976841c7..a05286a21 100644
--- a/classes/WpMatomo/WpStatistics/DataConverters/SearchQueryConverter.php
+++ b/classes/WpMatomo/WpStatistics/DataConverters/SearchQueryConverter.php
@@ -13,10 +13,13 @@
 class SearchQueryConverter extends FilterConverter implements DataConverterInterface {
 
 	public static function convert( array $wp_statistics_data ) {
-		$data = self::filter( $wp_statistics_data, '?s=', 'str_url' );
+		$first_page = reset( $wp_statistics_data );
+		$key        = isset( $first_page['uri'] ) ? 'uri' : 'str_url';
+
+		$data = self::filter( $wp_statistics_data, '?s=', $key );
 		foreach ( $data as $id => $url ) {
 			$matches = [];
-			if ( preg_match( '/\?s=(.+)$/', $url['str_url'], $matches ) ) {
+			if ( preg_match( '/\?s=(.+)$/', $url[ $key ], $matches ) ) {
 				$data[ $id ]['keyword'] = $matches[1];
 			}
 		}
diff --git a/classes/WpMatomo/WpStatistics/Importers/Actions/PagesImporter.php b/classes/WpMatomo/WpStatistics/Importers/Actions/PagesImporter.php
index 2335bda7f..b104f0097 100644
--- a/classes/WpMatomo/WpStatistics/Importers/Actions/PagesImporter.php
+++ b/classes/WpMatomo/WpStatistics/Importers/Actions/PagesImporter.php
@@ -9,6 +9,7 @@
 use Psr\Log\LoggerInterface;
 use WP_STATISTICS\MetaBox\pages;
 use Piwik\Date;
+use WP_Statistics\Service\Admin\Metabox\MetaboxDataProvider;
 use WpMatomo\WpStatistics\Config;
 use WpMatomo\WpStatistics\DataConverters\PagesUrlConverter;
 use WpMatomo\WpStatistics\DataConverters\PagesTitleConverter;
@@ -36,18 +37,41 @@ public function import_records( Date $date ) {
 		$page  = 0;
 		do {
 			$page ++;
-			$pages_found = pages::get(
-				[
-					'from'     => $date->toString( Config::WP_STATISTICS_DATE_FORMAT ),
-					'to'       => $date->toString( Config::WP_STATISTICS_DATE_FORMAT ),
-					'per_page' => $limit,
-					'paged'    => $page,
-				]
-			);
+			if ( class_exists( '\WP_STATISTICS\MetaBox\pages' ) ) {
+				$pages_found = pages::get(
+					[
+						'from'     => $date->toString( Config::WP_STATISTICS_DATE_FORMAT ),
+						'to'       => $date->toString( Config::WP_STATISTICS_DATE_FORMAT ),
+						'per_page' => $limit,
+						'paged'    => $page,
+					]
+				);
 
-			$has_no_data_prop     = ( array_key_exists( 'no_data', $pages_found ) && ( 1 === $pages_found['no_data'] ) );
-			$has_empty_pages_prop = ( array_key_exists( 'pages', $pages_found ) && empty( $pages_found['pages'] ) );
-			$no_data              = $has_no_data_prop || $has_empty_pages_prop;
+				$has_no_data_prop     = ( array_key_exists( 'no_data', $pages_found ) && ( 1 === $pages_found['no_data'] ) );
+				$has_empty_pages_prop = ( array_key_exists( 'pages', $pages_found ) && empty( $pages_found['pages'] ) );
+				$no_data              = $has_no_data_prop || $has_empty_pages_prop;
+			} else {
+				$pages_found = $this->get_metabox_data_provider()->getTopPages(
+					[
+						'date'     => [
+							'from' => $date->toString( Config::WP_STATISTICS_DATE_FORMAT ),
+							'to'   => $date->toString( Config::WP_STATISTICS_DATE_FORMAT ),
+						],
+						'per_page' => $limit,
+						'page'     => $page,
+						'fields'   => [ 'id', 'uri', 'type', 'SUM(count) as views', 'page_id' ],
+					]
+				);
+
+				$pages_found = array_map(
+					function ( $row_std_class ) {
+						return (array) $row_std_class;
+					},
+					$pages_found
+				);
+
+				$no_data = count( $pages_found ) < 1;
+			}
 
 			if ( ! $no_data ) {
 				$pages = array_merge( $pages, array_key_exists( 'pages', $pages_found ) ? $pages_found['pages'] : $pages_found );
@@ -59,9 +83,12 @@ public function import_records( Date $date ) {
 		Common::destroy( $search_keywords );
 
 		foreach ( $pages as $id => $page ) {
-			$pos = strpos( $page['str_url'], '?' );
+			$key = isset( $page['uri'] ) ? 'uri' : 'str_url';
+			$uri = $page[ $key ];
+
+			$pos = strpos( $uri, '?' );
 			if ( false !== $pos ) {
-				$pages[ $id ]['str_url'] = substr( $page['str_url'], 0, $pos );
+				$pages[ $id ][ $key ] = substr( $uri, 0, $pos );
 			}
 		}
 		$pages_url = PagesUrlConverter::convert( $pages );
@@ -74,4 +101,8 @@ public function import_records( Date $date ) {
 		$this->insert_record( Archiver::PAGE_TITLES_RECORD_NAME, $pages_title, $this->maximum_rows_in_data_table_level_zero, $this->maximum_rows_in_sub_data_table, Metrics::INDEX_NB_VISITS );
 		Common::destroy( $pages_title );
 	}
+
+	private function get_metabox_data_provider() {
+		return new MetaboxDataProvider();
+	}
 }
diff --git a/classes/WpMatomo/WpStatistics/Importers/Actions/VisitsTimeImporter.php b/classes/WpMatomo/WpStatistics/Importers/Actions/VisitsTimeImporter.php
index f35c0c759..a732cea8f 100644
--- a/classes/WpMatomo/WpStatistics/Importers/Actions/VisitsTimeImporter.php
+++ b/classes/WpMatomo/WpStatistics/Importers/Actions/VisitsTimeImporter.php
@@ -3,10 +3,7 @@
 
 use Piwik\Common;
 use Piwik\Plugins\VisitTime\Archiver;
-use WP_STATISTICS\MetaBox\top_visitors;
 use Piwik\Date;
-use WP_Statistics\Models\VisitorsModel;
-use WpMatomo\WpStatistics\Config;
 use WpMatomo\WpStatistics\DataConverters\VisitsTimeConverter;
 /**
  * @package WpMatomo