diff --git a/data/migrations/Version20200323190014.php b/data/migrations/Version20200323190014.php
new file mode 100644
index 00000000..fe3c340d
--- /dev/null
+++ b/data/migrations/Version20200323190014.php
@@ -0,0 +1,44 @@
+<?php
+
+declare(strict_types=1);
+
+namespace ShlinkMigrations;
+
+use Doctrine\DBAL\Schema\Schema;
+use Doctrine\DBAL\Types\Types;
+use Doctrine\Migrations\AbstractMigration;
+
+final class Version20200323190014 extends AbstractMigration
+{
+    public function up(Schema $schema): void
+    {
+        $visitLocations = $schema->getTable('visit_locations');
+        $this->skipIf($visitLocations->hasColumn('is_empty'));
+
+        $visitLocations->addColumn('is_empty', Types::BOOLEAN, ['default' => false]);
+    }
+
+    public function postUp(Schema $schema): void
+    {
+        $qb = $this->connection->createQueryBuilder();
+        $qb->update('visit_locations')
+           ->set('is_empty', true)
+           ->where($qb->expr()->eq('country_code', ':empty'))
+           ->andWhere($qb->expr()->eq('country_name', ':empty'))
+           ->andWhere($qb->expr()->eq('region_name', ':empty'))
+           ->andWhere($qb->expr()->eq('city_name', ':empty'))
+           ->andWhere($qb->expr()->eq('timezone', ':empty'))
+           ->andWhere($qb->expr()->eq('lat', 0))
+           ->andWhere($qb->expr()->eq('lon', 0))
+           ->setParameter('empty', '')
+           ->execute();
+    }
+
+    public function down(Schema $schema): void
+    {
+        $visitLocations = $schema->getTable('visit_locations');
+        $this->skipIf(!$visitLocations->hasColumn('is_empty'));
+
+        $visitLocations->dropColumn('is_empty');
+    }
+}
diff --git a/module/Core/config/entities-mappings/Shlinkio.Shlink.Core.Entity.VisitLocation.php b/module/Core/config/entities-mappings/Shlinkio.Shlink.Core.Entity.VisitLocation.php
index fde00abc..955fa1fa 100644
--- a/module/Core/config/entities-mappings/Shlinkio.Shlink.Core.Entity.VisitLocation.php
+++ b/module/Core/config/entities-mappings/Shlinkio.Shlink.Core.Entity.VisitLocation.php
@@ -44,4 +44,10 @@ return static function (ClassMetadata $metadata, array $emConfig): void {
             ->columnName('lon')
             ->nullable(false)
             ->build();
+
+    $builder->createField('isEmpty', Types::BOOLEAN)
+            ->columnName('is_empty')
+            ->option('default', false)
+            ->nullable(false)
+            ->build();
 };
diff --git a/module/Core/src/Entity/VisitLocation.php b/module/Core/src/Entity/VisitLocation.php
index 641b078e..ef545bba 100644
--- a/module/Core/src/Entity/VisitLocation.php
+++ b/module/Core/src/Entity/VisitLocation.php
@@ -17,6 +17,7 @@ class VisitLocation extends AbstractEntity implements VisitLocationInterface
     private float $latitude;
     private float $longitude;
     private string $timezone;
+    private bool $isEmpty;
 
     public function __construct(Location $location)
     {
@@ -43,6 +44,11 @@ class VisitLocation extends AbstractEntity implements VisitLocationInterface
         return $this->cityName;
     }
 
+    public function isEmpty(): bool
+    {
+        return $this->isEmpty;
+    }
+
     private function exchangeLocationInfo(Location $info): void
     {
         $this->countryCode = $info->countryCode();
@@ -52,6 +58,15 @@ class VisitLocation extends AbstractEntity implements VisitLocationInterface
         $this->latitude = $info->latitude();
         $this->longitude = $info->longitude();
         $this->timezone = $info->timeZone();
+        $this->isEmpty = (
+            $this->countryCode === '' &&
+            $this->countryName === '' &&
+            $this->regionName === '' &&
+            $this->cityName === '' &&
+            $this->latitude === 0.0 &&
+            $this->longitude === 0.0 &&
+            $this->timezone === ''
+        );
     }
 
     public function jsonSerialize(): array
@@ -64,18 +79,7 @@ class VisitLocation extends AbstractEntity implements VisitLocationInterface
             'latitude' => $this->latitude,
             'longitude' => $this->longitude,
             'timezone' => $this->timezone,
+            'isEmpty' => $this->isEmpty,
         ];
     }
-
-    public function isEmpty(): bool
-    {
-        return
-            $this->countryCode === '' &&
-            $this->countryName === '' &&
-            $this->regionName === '' &&
-            $this->cityName === '' &&
-            $this->latitude === 0.0 &&
-            $this->longitude === 0.0 &&
-            $this->timezone === '';
-    }
 }