diff --git a/administrator/language/en-GB/en-GB.plg_privacy_actionlogs.ini b/administrator/language/en-GB/en-GB.plg_privacy_actionlogs.ini
index e6faefd882185..18feba13879ef 100644
--- a/administrator/language/en-GB/en-GB.plg_privacy_actionlogs.ini
+++ b/administrator/language/en-GB/en-GB.plg_privacy_actionlogs.ini
@@ -4,4 +4,6 @@
 ; Note : All ini files need to be saved as UTF-8
 
 PLG_PRIVACY_ACTIONLOGS="Privacy - Action Logs"
+PLG_PRIVACY_ACTIONLOGS_DOMAIN_DESC="Logged actions of the user"
+PLG_PRIVACY_ACTIONLOGS_DOMAIN_LABEL="Actionlog"
 PLG_PRIVACY_ACTIONLOGS_XML_DESCRIPTION="Responsible for exporting the action log data for a user's privacy request. Since the action logs are an audit log, these can not be deleted from the system."
diff --git a/administrator/language/en-GB/en-GB.plg_privacy_contact.ini b/administrator/language/en-GB/en-GB.plg_privacy_contact.ini
index 190cbd446351a..210844c38b95e 100644
--- a/administrator/language/en-GB/en-GB.plg_privacy_contact.ini
+++ b/administrator/language/en-GB/en-GB.plg_privacy_contact.ini
@@ -4,4 +4,8 @@
 ; Note : All ini files need to be saved as UTF-8
 
 PLG_PRIVACY_CONTACT="Privacy - Contacts"
+PLG_PRIVACY_CONTACT_DOMAIN_CUSTOMFIELDS_DESC="Joomla! contact custom fields data"
+PLG_PRIVACY_CONTACT_DOMAIN_CUSTOMFIELDS_LABEL="Contact custom fields"
+PLG_PRIVACY_CONTACT_DOMAIN_DESC="Joomla! user contact data"
+PLG_PRIVACY_CONTACT_DOMAIN_LABEL="User contact"
 PLG_PRIVACY_CONTACT_XML_DESCRIPTION="Responsible for processing privacy related requests for the core Joomla contact data."
diff --git a/administrator/language/en-GB/en-GB.plg_privacy_content.ini b/administrator/language/en-GB/en-GB.plg_privacy_content.ini
index 5d50613c7019e..0a1aeab97e579 100644
--- a/administrator/language/en-GB/en-GB.plg_privacy_content.ini
+++ b/administrator/language/en-GB/en-GB.plg_privacy_content.ini
@@ -4,4 +4,8 @@
 ; Note : All ini files need to be saved as UTF-8
 
 PLG_PRIVACY_CONTENT="Privacy - Content"
+PLG_PRIVACY_CONTENT_DOMAIN_CUSTOMFIELDS_DESC="Joomla! content custom fields data"
+PLG_PRIVACY_CONTENT_DOMAIN_CUSTOMFIELDS_LABEL="Content custom fields"
+PLG_PRIVACY_CONTENT_DOMAIN_DESC="Joomla! user content data"
+PLG_PRIVACY_CONTENT_DOMAIN_LABEL="User content"
 PLG_PRIVACY_CONTENT_XML_DESCRIPTION="Responsible for processing privacy related requests for the core Joomla content data."
diff --git a/administrator/language/en-GB/en-GB.plg_privacy_message.ini b/administrator/language/en-GB/en-GB.plg_privacy_message.ini
index c67d1908f89aa..afe3c018589ba 100644
--- a/administrator/language/en-GB/en-GB.plg_privacy_message.ini
+++ b/administrator/language/en-GB/en-GB.plg_privacy_message.ini
@@ -4,4 +4,6 @@
 ; Note : All ini files need to be saved as UTF-8
 
 PLG_PRIVACY_MESSAGE="Privacy - User Messages"
+PLG_PRIVACY_MESSAGE_DOMAIN_DESC="Joomla! user message data"
+PLG_PRIVACY_MESSAGE_DOMAIN_LABEL="User message"
 PLG_PRIVACY_MESSAGE_XML_DESCRIPTION="Responsible for processing privacy related requests for the core Joomla user messages data."
diff --git a/administrator/language/en-GB/en-GB.plg_privacy_user.ini b/administrator/language/en-GB/en-GB.plg_privacy_user.ini
index d1f733954efba..f2445bca364dc 100644
--- a/administrator/language/en-GB/en-GB.plg_privacy_user.ini
+++ b/administrator/language/en-GB/en-GB.plg_privacy_user.ini
@@ -4,5 +4,13 @@
 ; Note : All ini files need to be saved as UTF-8
 
 PLG_PRIVACY_USER="Privacy - User Accounts"
+PLG_PRIVACY_USER_DOMAIN_CUSTOMFIELDS_DESC="Joomla! user custom fields data"
+PLG_PRIVACY_USER_DOMAIN_CUSTOMFIELDS_LABEL="User custom fields"
+PLG_PRIVACY_USER_DOMAIN_DESC="Joomla! users table data"
+PLG_PRIVACY_USER_DOMAIN_LABEL="Users"
+PLG_PRIVACY_USER_DOMAIN_NOTES_DESC="Joomla! user notes data"
+PLG_PRIVACY_USER_DOMAIN_NOTES_LABEL="User notes"
+PLG_PRIVACY_USER_DOMAIN_PROFILE_DESC="Joomla! user profile data"
+PLG_PRIVACY_USER_DOMAIN_PROFILE_LABEL="User profile"
 PLG_PRIVACY_USER_ERROR_CANNOT_REMOVE_SUPER_USER="Cannot remove a super user account."
 PLG_PRIVACY_USER_XML_DESCRIPTION="Responsible for processing privacy related requests for the core Joomla user data."
diff --git a/plugins/privacy/actionlogs/actionlogs.php b/plugins/privacy/actionlogs/actionlogs.php
index 77b67dd46c79d..be0ac70e4ab57 100644
--- a/plugins/privacy/actionlogs/actionlogs.php
+++ b/plugins/privacy/actionlogs/actionlogs.php
@@ -55,7 +55,34 @@ public function onPrivacyExportRequest(PrivacyTableRequest $request, JUser $user
 			return array();
 		}
 
-		$domain = $this->createDomain('actionlog', 'Logged actions of the user');
+		$lang = JFactory::getLanguage();
+
+		$langSiteDefault = JComponentHelper::getParams('com_languages')->get('site');
+
+		$receiver = JUser::getInstance($user->id);
+
+		/*
+		 * We don't know if the user has admin access, so we will check if they have an admin language in their parameters,
+		 * falling back to the site language, falling back to the site default language.
+		 */
+
+		$langCode = $receiver->getParam('admin_language', '');
+
+		if (!$langCode)
+		{
+			$langCode = $receiver->getParam('language', $langSiteDefault);
+		}
+
+		$lang = JLanguage::getInstance($langCode, $lang->getDebug());
+
+		// Ensure the right language files have been loaded.
+		$lang->load('plg_privacy_actionlogs', JPATH_ADMINISTRATOR, null, false, true)
+			|| $lang->load('plg_privacy_actionlogs', JPATH_PLUGINS . '/privacy/actionlogs', null, false, true);
+
+		$domain = $this->createDomain(
+			$lang->_('PLG_PRIVACY_ACTIONLOGS_DOMAIN_LABEL'),
+			$lang->_('PLG_PRIVACY_ACTIONLOGS_DOMAIN_DESC')
+		);
 
 		$query = $this->db->getQuery(true)
 			->select('a.*, u.name')
@@ -83,3 +110,4 @@ public function onPrivacyExportRequest(PrivacyTableRequest $request, JUser $user
 		return array($domain);
 	}
 }
+
diff --git a/plugins/privacy/contact/contact.php b/plugins/privacy/contact/contact.php
index f9cea257fbbfc..55bc213e8bce6 100644
--- a/plugins/privacy/contact/contact.php
+++ b/plugins/privacy/contact/contact.php
@@ -45,6 +45,14 @@ class PlgPrivacyContact extends PrivacyPlugin
 	 */
 	protected $contacts = array();
 
+	/**
+	 * The language to load.
+	 *
+	 * @var    string
+	 * @since  3.9.0
+	 */
+	protected $lang;
+
 	/**
 	 * Processes an export request for Joomla core user contact data
 	 *
@@ -66,6 +74,39 @@ public function onPrivacyExportRequest(PrivacyTableRequest $request, JUser $user
 			return array();
 		}
 
+		$lang = JFactory::getLanguage();
+
+		$langSiteDefault = JComponentHelper::getParams('com_languages')->get('site');
+
+		if ($user)
+		{
+			$receiver = JUser::getInstance($user->id);
+
+			/*
+			 * We don't know if the user has admin access, so we will check if they have an admin language in their parameters,
+			 * falling back to the site language, falling back to the site default language.
+			 */
+
+			$langCode = $receiver->getParam('admin_language', '');
+
+			if (!$langCode)
+			{
+				$langCode = $receiver->getParam('language', $langSiteDefault);
+			}
+
+			$lang = JLanguage::getInstance($langCode, $lang->getDebug());
+		}
+		else
+		{
+			$lang = JLanguage::getInstance($langSiteDefault, $lang->getDebug());
+		}
+
+		// Ensure the right language files have been loaded
+		$lang->load('plg_privacy_contact', JPATH_ADMINISTRATOR, null, false, true)
+			|| $lang->load('plg_privacy_contact', JPATH_PLUGINS . '/privacy/contact', null, false, true);
+
+		$this->lang = $lang;
+
 		$domains   = array();
 		$domains[] = $this->createContactDomain($request, $user);
 
@@ -90,7 +131,10 @@ public function onPrivacyExportRequest(PrivacyTableRequest $request, JUser $user
 	 */
 	private function createContactDomain(PrivacyTableRequest $request, JUser $user = null)
 	{
-		$domain = $this->createDomain('user contact', 'Joomla! user contact data');
+		$domain = $this->createDomain(
+			$this->lang->_('PLG_PRIVACY_CONTACT_DOMAIN_LABEL'),
+			$this->lang->_('PLG_PRIVACY_CONTACT_DOMAIN_DESC')
+		);
 
 		if ($user)
 		{
@@ -131,7 +175,10 @@ private function createContactDomain(PrivacyTableRequest $request, JUser $user =
 	 */
 	private function createContactCustomFieldsDomain($contact)
 	{
-		$domain = $this->createDomain('contact custom fields', 'Joomla! contact custom fields data');
+		$domain = $this->createDomain(
+			$this->lang->_('PLG_PRIVACY_CONTACT_DOMAIN_CUSTOMFIELDS_LABEL'),
+			$this->lang->_('PLG_PRIVACY_CONTACT_DOMAIN_CUSTOMFIELDS_DESC')
+		);
 
 		// Get item's fields, also preparing their value property for manual display
 		$fields = FieldsHelper::getFields('com_contact.contact', $contact);
diff --git a/plugins/privacy/content/content.php b/plugins/privacy/content/content.php
index cecf5f0e2d7ec..aeb17135e8982 100644
--- a/plugins/privacy/content/content.php
+++ b/plugins/privacy/content/content.php
@@ -45,6 +45,14 @@ class PlgPrivacyContent extends PrivacyPlugin
 	 */
 	protected $contents = array();
 
+	/**
+	 * The language to load.
+	 *
+	 * @var    string
+	 * @since  3.9.0
+	 */
+	protected $lang;
+
 	/**
 	 * Processes an export request for Joomla core user content data
 	 *
@@ -66,6 +74,32 @@ public function onPrivacyExportRequest(PrivacyTableRequest $request, JUser $user
 			return array();
 		}
 
+		$lang = JFactory::getLanguage();
+
+		$langSiteDefault = JComponentHelper::getParams('com_languages')->get('site');
+
+		$receiver = JUser::getInstance($user->id);
+
+		/*
+		 * We don't know if the user has admin access, so we will check if they have an admin language in their parameters,
+		 * falling back to the site language, falling back to the site default language.
+		 */
+
+		$langCode = $receiver->getParam('admin_language', '');
+
+		if (!$langCode)
+		{
+			$langCode = $receiver->getParam('language', $langSiteDefault);
+		}
+
+		$lang = JLanguage::getInstance($langCode, $lang->getDebug());
+
+		// Ensure the right language files have been loaded
+		$lang->load('plg_privacy_content', JPATH_ADMINISTRATOR, null, false, true)
+			|| $lang->load('plg_privacy_content', JPATH_PLUGINS . '/privacy/content', null, false, true);
+
+		$this->lang = $lang;
+
 		$domains   = array();
 		$domains[] = $this->createContentDomain($user);
 
@@ -88,7 +122,10 @@ public function onPrivacyExportRequest(PrivacyTableRequest $request, JUser $user
 	 */
 	private function createContentDomain(JUser $user)
 	{
-		$domain = $this->createDomain('user content', 'Joomla! user content data');
+		$domain = $this->createDomain(
+			$this->lang->_('PLG_PRIVACY_CONTENT_DOMAIN_LABEL'),
+			$this->lang->_('PLG_PRIVACY_CONTENT_DOMAIN_DESC')
+		);
 
 		$query = $this->db->getQuery(true)
 			->select('*')
@@ -118,7 +155,10 @@ private function createContentDomain(JUser $user)
 	 */
 	private function createContentCustomFieldsDomain($content)
 	{
-		$domain = $this->createDomain('content custom fields', 'Joomla! content custom fields data');
+		$domain = $this->createDomain(
+			$this->lang->_('PLG_PRIVACY_CONTENT_DOMAIN_CUSTOMFIELDS_LABEL'),
+			$this->lang->_('PLG_PRIVACY_CONTENT_DOMAIN_CUSTOMFIELDS_DESC')
+		);
 
 		// Get item's fields, also preparing their value property for manual display
 		$fields = FieldsHelper::getFields('com_content.article', $content);
diff --git a/plugins/privacy/message/message.php b/plugins/privacy/message/message.php
index 40808966249d8..e3fb3e5ab5ef2 100644
--- a/plugins/privacy/message/message.php
+++ b/plugins/privacy/message/message.php
@@ -73,7 +73,34 @@ public function onPrivacyExportRequest(PrivacyTableRequest $request, JUser $user
 	 */
 	private function createMessageDomain(JUser $user)
 	{
-		$domain = $this->createDomain('user message', 'Joomla! user message data');
+		$lang = JFactory::getLanguage();
+
+		$langSiteDefault = JComponentHelper::getParams('com_languages')->get('site');
+
+		$receiver = JUser::getInstance($user->id);
+
+		/*
+		 * We don't know if the user has admin access, so we will check if they have an admin language in their parameters,
+		 * falling back to the site language, falling back to the site default language.
+		 */
+
+		$langCode = $receiver->getParam('admin_language', '');
+
+		if (!$langCode)
+		{
+			$langCode = $receiver->getParam('language', $langSiteDefault);
+		}
+
+		$lang = JLanguage::getInstance($langCode, $lang->getDebug());
+
+		// Ensure the right language files have been loaded.
+		$lang->load('plg_privacy_message', JPATH_ADMINISTRATOR, null, false, true)
+			|| $lang->load('plg_privacy_message', JPATH_PLUGINS . '/privacy/message', null, false, true);
+
+		$domain = $this->createDomain(
+			$lang->_('PLG_PRIVACY_MESSAGE_DOMAIN_LABEL'),
+			$lang->_('PLG_PRIVACY_MESSAGE_DOMAIN_DESC')
+		);
 
 		$query = $this->db->getQuery(true)
 			->select('*')
@@ -92,3 +119,4 @@ private function createMessageDomain(JUser $user)
 		return $domain;
 	}
 }
+
diff --git a/plugins/privacy/user/user.php b/plugins/privacy/user/user.php
index 503daccf3dda9..c30b0dd0b9cc8 100644
--- a/plugins/privacy/user/user.php
+++ b/plugins/privacy/user/user.php
@@ -38,6 +38,14 @@ class PlgPrivacyUser extends PrivacyPlugin
 	 */
 	protected $autoloadLanguage = true;
 
+	/**
+	 * The language to load.
+	 *
+	 * @var    string
+	 * @since  3.9.0
+	 */
+	protected $lang;
+
 	/**
 	 * Performs validation to determine if the data associated with a remove information request can be processed
 	 *
@@ -92,6 +100,32 @@ public function onPrivacyExportRequest(PrivacyTableRequest $request, JUser $user
 			return array();
 		}
 
+		$lang = JFactory::getLanguage();
+
+		$langSiteDefault = JComponentHelper::getParams('com_languages')->get('site');
+
+		$receiver = JUser::getInstance($user->id);
+
+		/*
+		 * We don't know if the user has admin access, so we will check if they have an admin language in their parameters,
+		 * falling back to the site language, falling back to the site default language.
+		 */
+
+		$langCode = $receiver->getParam('admin_language', '');
+
+		if (!$langCode)
+		{
+			$langCode = $receiver->getParam('language', $langSiteDefault);
+		}
+
+		$lang = JLanguage::getInstance($langCode, $lang->getDebug());
+
+		// Ensure the right language files have been loaded
+		$lang->load('plg_privacy_user', JPATH_ADMINISTRATOR, null, false, true)
+			|| $lang->load('plg_privacy_user', JPATH_PLUGINS . '/privacy/user', null, false, true);
+
+		$this->lang = $lang;
+
 		/** @var JTableUser $userTable */
 		$userTable = JUser::getTable();
 		$userTable->load($user->id);
@@ -179,7 +213,10 @@ public function onPrivacyRemoveData(PrivacyTableRequest $request, JUser $user =
 	 */
 	private function createNotesDomain(JTableUser $user)
 	{
-		$domain = $this->createDomain('user notes', 'Joomla! user notes data');
+		$domain = $this->createDomain(
+			$this->lang->_('PLG_PRIVACY_USER_DOMAIN_NOTES_LABEL'),
+			$this->lang->_('PLG_PRIVACY_USER_DOMAIN_NOTES_DESC')
+		);
 
 		$query = $this->db->getQuery(true)
 			->select('*')
@@ -213,7 +250,10 @@ private function createNotesDomain(JTableUser $user)
 	 */
 	private function createProfileDomain(JTableUser $user)
 	{
-		$domain = $this->createDomain('user profile', 'Joomla! user profile data');
+		$domain = $this->createDomain(
+			$this->lang->_('PLG_PRIVACY_USER_DOMAIN_PROFILE_LABEL'),
+			$this->lang->_('PLG_PRIVACY_USER_DOMAIN_PROFILE_DESC')
+		);
 
 		$query = $this->db->getQuery(true)
 			->select('*')
@@ -242,7 +282,10 @@ private function createProfileDomain(JTableUser $user)
 	 */
 	private function createUserDomain(JTableUser $user)
 	{
-		$domain = $this->createDomain('users', 'Joomla! users table data');
+		$domain = $this->createDomain(
+			$this->lang->_('PLG_PRIVACY_USER_DOMAIN_LABEL'),
+			$this->lang->_('PLG_PRIVACY_USER_DOMAIN_DESC')
+		);
 		$domain->addItem($this->createItemForUserTable($user));
 
 		return $domain;
@@ -284,7 +327,10 @@ private function createItemForUserTable(JTableUser $user)
 	 */
 	private function createUserCustomFieldsDomain(JTableUser $user)
 	{
-		$domain = $this->createDomain('user custom fields', 'Joomla! user custom fields data');
+		$domain = $this->createDomain(
+			$this->lang->_('PLG_PRIVACY_USER_DOMAIN_CUSTOMFIELDS_LABEL'),
+			$this->lang->_('PLG_PRIVACY_USER_DOMAIN_CUSTOMFIELDS_DESC')
+		);
 
 		// Get item's fields, also preparing their value property for manual display
 		$fields = FieldsHelper::getFields('com_users.user', $user);