diff --git a/src/Content/Text/BBCode.php b/src/Content/Text/BBCode.php
index 5b22746ce6..594cd9a6ce 100644
--- a/src/Content/Text/BBCode.php
+++ b/src/Content/Text/BBCode.php
@@ -1220,6 +1220,17 @@ class BBCode
 		return $return;
 	}
 
+	public static function removeLinks(string $bbcode)
+	{
+		$bbcode = preg_replace("/\[img\=(.*?)\](.*?)\[\/img\]/ism", ' $1 ', $bbcode);
+		$bbcode = preg_replace("/\[img.*?\[\/img\]/ism", ' ', $bbcode);
+
+		$bbcode = preg_replace('/[@!#]\[url\=.*?\].*?\[\/url\]/ism', '', $bbcode);
+		$bbcode = preg_replace("/\[url=[^\[\]]*\](.*)\[\/url\]/Usi", ' $1 ', $bbcode);
+		$bbcode = preg_replace('/[@!#]?\[url.*?\[\/url\]/ism', '', $bbcode);
+		return $bbcode;
+	}
+
 	/**
 	 * Converts a BBCode message to HTML message
 	 *
diff --git a/src/Model/Item.php b/src/Model/Item.php
index 609535974f..84033bc9df 100644
--- a/src/Model/Item.php
+++ b/src/Model/Item.php
@@ -2482,7 +2482,17 @@ class Item
 			return '';
 		}
 
-		$naked_body = BBCode::toPlaintext($item['body'], false);
+		// Convert attachments to links
+		$naked_body = BBCode::removeAttachment($item['body']);
+
+		// Remove links and pictures
+		$naked_body = BBCode::removeLinks($naked_body);
+
+		// Convert the title and the body to plain text
+		$naked_body = trim($item['title'] . "\n" . BBCode::toPlaintext($naked_body));
+
+		// Remove possibly remaining links
+		$naked_body = preg_replace(Strings::autoLinkRegEx(), '', $naked_body);
 
 		$ld = new Language();
 		$languages = $ld->detect($naked_body)->limit(0, 3)->close();