diff --git a/src/Wallabag/CoreBundle/Command/TagAllCommand.php b/src/Wallabag/CoreBundle/Command/TagAllCommand.php
index 4afac2d45..666654c02 100644
--- a/src/Wallabag/CoreBundle/Command/TagAllCommand.php
+++ b/src/Wallabag/CoreBundle/Command/TagAllCommand.php
@@ -41,7 +41,7 @@ class TagAllCommand extends ContainerAwareCommand
 
         $entries = $tagger->tagAllForUser($user);
 
-        $io->text('Persist entries... ');
+        $io->text('Persist ' . \count($entries) . ' entries... ');
 
         $em = $this->getDoctrine()->getManager();
         foreach ($entries as $entry) {
diff --git a/src/Wallabag/CoreBundle/DataFixtures/ConfigFixtures.php b/src/Wallabag/CoreBundle/DataFixtures/ConfigFixtures.php
index d76ba514d..6dde08e81 100644
--- a/src/Wallabag/CoreBundle/DataFixtures/ConfigFixtures.php
+++ b/src/Wallabag/CoreBundle/DataFixtures/ConfigFixtures.php
@@ -45,7 +45,7 @@ class ConfigFixtures extends Fixture implements DependentFixtureInterface
         $emptyConfig = new Config($this->getReference('empty-user'));
         $emptyConfig->setTheme('material');
         $emptyConfig->setItemsPerPage(10);
-        $emptyConfig->setReadingSpeed(200);
+        $emptyConfig->setReadingSpeed(100);
         $emptyConfig->setLanguage('en');
         $emptyConfig->setPocketConsumerKey(null);
         $emptyConfig->setActionMarkAsRead(0);
diff --git a/src/Wallabag/CoreBundle/DataFixtures/TaggingRuleFixtures.php b/src/Wallabag/CoreBundle/DataFixtures/TaggingRuleFixtures.php
index b36224119..083c7bc98 100644
--- a/src/Wallabag/CoreBundle/DataFixtures/TaggingRuleFixtures.php
+++ b/src/Wallabag/CoreBundle/DataFixtures/TaggingRuleFixtures.php
@@ -43,6 +43,20 @@ class TaggingRuleFixtures extends Fixture implements DependentFixtureInterface
 
         $manager->persist($tr4);
 
+        $tr5 = new TaggingRule();
+        $tr5->setRule('readingTime <= 5');
+        $tr5->setTags(['shortread']);
+        $tr5->setConfig($this->getReference('empty-config'));
+
+        $manager->persist($tr5);
+
+        $tr6 = new TaggingRule();
+        $tr6->setRule('readingTime > 5');
+        $tr6->setTags(['longread']);
+        $tr6->setConfig($this->getReference('empty-config'));
+
+        $manager->persist($tr6);
+
         $manager->flush();
     }
 
diff --git a/src/Wallabag/CoreBundle/Helper/RuleBasedTagger.php b/src/Wallabag/CoreBundle/Helper/RuleBasedTagger.php
index 0b18beaaa..4014c68e7 100644
--- a/src/Wallabag/CoreBundle/Helper/RuleBasedTagger.php
+++ b/src/Wallabag/CoreBundle/Helper/RuleBasedTagger.php
@@ -35,8 +35,10 @@ class RuleBasedTagger
     {
         $rules = $this->getRulesForUser($entry->getUser());
 
+        $clonedEntry = $this->fixEntry($entry);
+
         foreach ($rules as $rule) {
-            if (!$this->rulerz->satisfies($entry, $rule->getRule())) {
+            if (!$this->rulerz->satisfies($clonedEntry, $rule->getRule())) {
                 continue;
             }
 
@@ -61,14 +63,22 @@ class RuleBasedTagger
     public function tagAllForUser(User $user)
     {
         $rules = $this->getRulesForUser($user);
-        $entries = [];
+        $entriesToUpdate = [];
         $tagsCache = [];
 
-        foreach ($rules as $rule) {
-            $qb = $this->entryRepository->getBuilderForAllByUser($user->getId());
-            $entries = $this->rulerz->filter($qb, $rule->getRule());
+        $entries = $this->entryRepository
+            ->getBuilderForAllByUser($user->getId())
+            ->getQuery()
+            ->getResult();
+
+        foreach ($entries as $entry) {
+            $clonedEntry = $this->fixEntry($entry);
+
+            foreach ($rules as $rule) {
+                if (!$this->rulerz->satisfies($clonedEntry, $rule->getRule())) {
+                    continue;
+                }
 
-            foreach ($entries as $entry) {
                 foreach ($rule->getTags() as $label) {
                     // avoid new tag duplicate by manually caching them
                     if (!isset($tagsCache[$label])) {
@@ -78,11 +88,13 @@ class RuleBasedTagger
                     $tag = $tagsCache[$label];
 
                     $entry->addTag($tag);
+
+                    $entriesToUpdate[] = $entry;
                 }
             }
         }
 
-        return $entries;
+        return $entriesToUpdate;
     }
 
     /**
@@ -114,4 +126,15 @@ class RuleBasedTagger
     {
         return $user->getConfig()->getTaggingRules();
     }
+
+    /**
+     * Update reading time on the fly to match the proper words per minute from the user.
+     */
+    private function fixEntry(Entry $entry)
+    {
+        $clonedEntry = clone $entry;
+        $clonedEntry->setReadingTime($entry->getReadingTime() / $entry->getUser()->getConfig()->getReadingSpeed() * 200);
+
+        return $clonedEntry;
+    }
 }
diff --git a/tests/Wallabag/CoreBundle/Controller/EntryControllerTest.php b/tests/Wallabag/CoreBundle/Controller/EntryControllerTest.php
index 4820fad09..13ab7aca2 100644
--- a/tests/Wallabag/CoreBundle/Controller/EntryControllerTest.php
+++ b/tests/Wallabag/CoreBundle/Controller/EntryControllerTest.php
@@ -175,6 +175,42 @@ class EntryControllerTest extends WallabagCoreTestCase
         $client->getContainer()->get('craue_config')->set('store_article_headers', 0);
     }
 
+    /**
+     * @group NetworkCalls
+     */
+    public function testPostNewOkWithTaggingRules()
+    {
+        $this->logInAs('empty');
+        $client = $this->getClient();
+
+        $crawler = $client->request('GET', '/new');
+
+        $this->assertSame(200, $client->getResponse()->getStatusCode());
+
+        $form = $crawler->filter('form[name=entry]')->form();
+
+        $data = [
+            'entry[url]' => $this->url,
+        ];
+
+        $client->submit($form, $data);
+
+        $this->assertSame(302, $client->getResponse()->getStatusCode());
+
+        $content = $client->getContainer()
+            ->get('doctrine.orm.entity_manager')
+            ->getRepository('WallabagCoreBundle:Entry')
+            ->findByUrlAndUserId($this->url, $this->getLoggedInUserId());
+
+        $tags = $content->getTagsLabel();
+
+        /*
+         * Without the custom reading speed of `empty` user, it'll be inversed
+         */
+        $this->assertContains('longread', $tags);
+        $this->assertNotContains('shortread', $tags);
+    }
+
     /**
      * @group NetworkCalls
      */