diff --git a/CHANGELOG.md b/CHANGELOG.md
index d9fa8531..49fc0a29 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -22,6 +22,9 @@ The format is based on [Keep a Changelog](https://keepachangelog.com), and this
     Also, Shlink exposes a new endpoint `GET /rest/v2/mercure-info`, which returns the public URL of the mercure hub, and a valid JWT that can be used to subsribe to updates.
 
 * [#673](https://github.com/shlinkio/shlink/issues/673) Added new `[GET /visits]` rest endpoint which returns basic visits stats.
+* [#672](https://github.com/shlinkio/shlink/issues/672) Enhanced `[GET /tags]` rest endpoint so that it is possible to get basic stats info for every tag.
+
+    Now, if the `withStats=true` query param is provided, the response payload will include a new `stats` property which is a list with the amount of short URLs and visits for every tag.
 
 #### Changed
 
diff --git a/docs/swagger/definitions/TagInfo.json b/docs/swagger/definitions/TagInfo.json
new file mode 100644
index 00000000..e881ce02
--- /dev/null
+++ b/docs/swagger/definitions/TagInfo.json
@@ -0,0 +1,17 @@
+{
+    "type": "object",
+    "properties": {
+        "tag": {
+            "type": "string",
+            "description": "The unique tag name"
+        },
+        "shortUrlsCount": {
+            "type": "number",
+            "description": "The amount of short URLs using this tag"
+        },
+        "userAgent": {
+            "type": "number",
+            "description": "The combined amount of visits received by short URLs with this tag"
+        }
+    }
+}
diff --git a/docs/swagger/paths/v1_tags.json b/docs/swagger/paths/v1_tags.json
index 5e7fd71c..83bc7d68 100644
--- a/docs/swagger/paths/v1_tags.json
+++ b/docs/swagger/paths/v1_tags.json
@@ -14,6 +14,19 @@
         "parameters": [
             {
                 "$ref": "../parameters/version.json"
+            },
+            {
+                "name": "withStats",
+                "description": "Whether you want to include also a list with general stats by tag or not.",
+                "in": "query",
+                "required": false,
+                "schema": {
+                    "type": "string",
+                    "enum": [
+                        "true",
+                        "false"
+                    ]
+                }
             }
         ],
         "responses": {
@@ -26,12 +39,20 @@
                             "properties": {
                                 "tags": {
                                     "type": "object",
+                                    "required": ["data"],
                                     "properties": {
                                         "data": {
                                             "type": "array",
                                             "items": {
                                                 "type": "string"
                                             }
+                                        },
+                                        "stats": {
+                                            "description": "The tag stats will be returned only if the withStats param was provided with value 'true'",
+                                            "type": "array",
+                                            "items": {
+                                                "$ref": "../definitions/TagInfo.json"
+                                            }
                                         }
                                     }
                                 }
diff --git a/module/CLI/config/dependencies.config.php b/module/CLI/config/dependencies.config.php
index 0f2e70a5..516bbbd4 100644
--- a/module/CLI/config/dependencies.config.php
+++ b/module/CLI/config/dependencies.config.php
@@ -11,6 +11,7 @@ use Laminas\ServiceManager\Factory\InvokableFactory;
 use Shlinkio\Shlink\CLI\Util\GeolocationDbUpdater;
 use Shlinkio\Shlink\Common\Doctrine\NoDbNameConnectionFactory;
 use Shlinkio\Shlink\Core\Service;
+use Shlinkio\Shlink\Core\Tag\TagService;
 use Shlinkio\Shlink\Core\Visit;
 use Shlinkio\Shlink\Installer\Factory\ProcessHelperFactory;
 use Shlinkio\Shlink\IpGeolocation\GeoLite2\DbUpdater;
@@ -78,10 +79,10 @@ return [
         Command\Api\DisableKeyCommand::class => [ApiKeyService::class],
         Command\Api\ListKeysCommand::class => [ApiKeyService::class],
 
-        Command\Tag\ListTagsCommand::class => [Service\Tag\TagService::class],
-        Command\Tag\CreateTagCommand::class => [Service\Tag\TagService::class],
-        Command\Tag\RenameTagCommand::class => [Service\Tag\TagService::class],
-        Command\Tag\DeleteTagsCommand::class => [Service\Tag\TagService::class],
+        Command\Tag\ListTagsCommand::class => [TagService::class],
+        Command\Tag\CreateTagCommand::class => [TagService::class],
+        Command\Tag\RenameTagCommand::class => [TagService::class],
+        Command\Tag\DeleteTagsCommand::class => [TagService::class],
 
         Command\Db\CreateDatabaseCommand::class => [
             LockFactory::class,
diff --git a/module/CLI/src/Command/Tag/CreateTagCommand.php b/module/CLI/src/Command/Tag/CreateTagCommand.php
index 5fe56d46..451eb81e 100644
--- a/module/CLI/src/Command/Tag/CreateTagCommand.php
+++ b/module/CLI/src/Command/Tag/CreateTagCommand.php
@@ -5,7 +5,7 @@ declare(strict_types=1);
 namespace Shlinkio\Shlink\CLI\Command\Tag;
 
 use Shlinkio\Shlink\CLI\Util\ExitCodes;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Symfony\Component\Console\Command\Command;
 use Symfony\Component\Console\Input\InputInterface;
 use Symfony\Component\Console\Input\InputOption;
diff --git a/module/CLI/src/Command/Tag/DeleteTagsCommand.php b/module/CLI/src/Command/Tag/DeleteTagsCommand.php
index 1cebe895..2b3eae14 100644
--- a/module/CLI/src/Command/Tag/DeleteTagsCommand.php
+++ b/module/CLI/src/Command/Tag/DeleteTagsCommand.php
@@ -5,7 +5,7 @@ declare(strict_types=1);
 namespace Shlinkio\Shlink\CLI\Command\Tag;
 
 use Shlinkio\Shlink\CLI\Util\ExitCodes;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Symfony\Component\Console\Command\Command;
 use Symfony\Component\Console\Input\InputInterface;
 use Symfony\Component\Console\Input\InputOption;
diff --git a/module/CLI/src/Command/Tag/ListTagsCommand.php b/module/CLI/src/Command/Tag/ListTagsCommand.php
index 0b8f0aa3..5a8389f3 100644
--- a/module/CLI/src/Command/Tag/ListTagsCommand.php
+++ b/module/CLI/src/Command/Tag/ListTagsCommand.php
@@ -7,7 +7,7 @@ namespace Shlinkio\Shlink\CLI\Command\Tag;
 use Shlinkio\Shlink\CLI\Util\ExitCodes;
 use Shlinkio\Shlink\CLI\Util\ShlinkTable;
 use Shlinkio\Shlink\Core\Entity\Tag;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Symfony\Component\Console\Command\Command;
 use Symfony\Component\Console\Input\InputInterface;
 use Symfony\Component\Console\Output\OutputInterface;
diff --git a/module/CLI/src/Command/Tag/RenameTagCommand.php b/module/CLI/src/Command/Tag/RenameTagCommand.php
index f30bc757..fe42a832 100644
--- a/module/CLI/src/Command/Tag/RenameTagCommand.php
+++ b/module/CLI/src/Command/Tag/RenameTagCommand.php
@@ -7,7 +7,7 @@ namespace Shlinkio\Shlink\CLI\Command\Tag;
 use Shlinkio\Shlink\CLI\Util\ExitCodes;
 use Shlinkio\Shlink\Core\Exception\TagConflictException;
 use Shlinkio\Shlink\Core\Exception\TagNotFoundException;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Symfony\Component\Console\Command\Command;
 use Symfony\Component\Console\Input\InputArgument;
 use Symfony\Component\Console\Input\InputInterface;
diff --git a/module/CLI/test/Command/Tag/CreateTagCommandTest.php b/module/CLI/test/Command/Tag/CreateTagCommandTest.php
index bed087a5..e156cf28 100644
--- a/module/CLI/test/Command/Tag/CreateTagCommandTest.php
+++ b/module/CLI/test/Command/Tag/CreateTagCommandTest.php
@@ -8,7 +8,7 @@ use Doctrine\Common\Collections\ArrayCollection;
 use PHPUnit\Framework\TestCase;
 use Prophecy\Prophecy\ObjectProphecy;
 use Shlinkio\Shlink\CLI\Command\Tag\CreateTagCommand;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Symfony\Component\Console\Application;
 use Symfony\Component\Console\Tester\CommandTester;
 
diff --git a/module/CLI/test/Command/Tag/DeleteTagsCommandTest.php b/module/CLI/test/Command/Tag/DeleteTagsCommandTest.php
index 060e5aac..27a95de8 100644
--- a/module/CLI/test/Command/Tag/DeleteTagsCommandTest.php
+++ b/module/CLI/test/Command/Tag/DeleteTagsCommandTest.php
@@ -7,7 +7,7 @@ namespace ShlinkioTest\Shlink\CLI\Command\Tag;
 use PHPUnit\Framework\TestCase;
 use Prophecy\Prophecy\ObjectProphecy;
 use Shlinkio\Shlink\CLI\Command\Tag\DeleteTagsCommand;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Symfony\Component\Console\Application;
 use Symfony\Component\Console\Tester\CommandTester;
 
diff --git a/module/CLI/test/Command/Tag/ListTagsCommandTest.php b/module/CLI/test/Command/Tag/ListTagsCommandTest.php
index f171127c..4318e906 100644
--- a/module/CLI/test/Command/Tag/ListTagsCommandTest.php
+++ b/module/CLI/test/Command/Tag/ListTagsCommandTest.php
@@ -8,7 +8,7 @@ use PHPUnit\Framework\TestCase;
 use Prophecy\Prophecy\ObjectProphecy;
 use Shlinkio\Shlink\CLI\Command\Tag\ListTagsCommand;
 use Shlinkio\Shlink\Core\Entity\Tag;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Symfony\Component\Console\Application;
 use Symfony\Component\Console\Tester\CommandTester;
 
diff --git a/module/CLI/test/Command/Tag/RenameTagCommandTest.php b/module/CLI/test/Command/Tag/RenameTagCommandTest.php
index 59f8d89c..ee499c48 100644
--- a/module/CLI/test/Command/Tag/RenameTagCommandTest.php
+++ b/module/CLI/test/Command/Tag/RenameTagCommandTest.php
@@ -9,7 +9,7 @@ use Prophecy\Prophecy\ObjectProphecy;
 use Shlinkio\Shlink\CLI\Command\Tag\RenameTagCommand;
 use Shlinkio\Shlink\Core\Entity\Tag;
 use Shlinkio\Shlink\Core\Exception\TagNotFoundException;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Symfony\Component\Console\Application;
 use Symfony\Component\Console\Tester\CommandTester;
 
diff --git a/module/Core/config/dependencies.config.php b/module/Core/config/dependencies.config.php
index 67d18c40..5db524b8 100644
--- a/module/Core/config/dependencies.config.php
+++ b/module/Core/config/dependencies.config.php
@@ -28,7 +28,7 @@ return [
             Service\ShortUrlService::class => ConfigAbstractFactory::class,
             Visit\VisitLocator::class => ConfigAbstractFactory::class,
             Visit\VisitsStatsHelper::class => ConfigAbstractFactory::class,
-            Service\Tag\TagService::class => ConfigAbstractFactory::class,
+            Tag\TagService::class => ConfigAbstractFactory::class,
             Service\ShortUrl\DeleteShortUrlService::class => ConfigAbstractFactory::class,
             Service\ShortUrl\ShortUrlResolver::class => ConfigAbstractFactory::class,
 
@@ -58,7 +58,7 @@ return [
         Service\ShortUrlService::class => ['em', Service\ShortUrl\ShortUrlResolver::class, Util\UrlValidator::class],
         Visit\VisitLocator::class => ['em'],
         Visit\VisitsStatsHelper::class => ['em'],
-        Service\Tag\TagService::class => ['em'],
+        Tag\TagService::class => ['em'],
         Service\ShortUrl\DeleteShortUrlService::class => [
             'em',
             Options\DeleteShortUrlsOptions::class,
diff --git a/module/Core/config/entities-mappings/Shlinkio.Shlink.Core.Entity.ShortUrl.php b/module/Core/config/entities-mappings/Shlinkio.Shlink.Core.Entity.ShortUrl.php
index a4aef29f..871ac113 100644
--- a/module/Core/config/entities-mappings/Shlinkio.Shlink.Core.Entity.ShortUrl.php
+++ b/module/Core/config/entities-mappings/Shlinkio.Shlink.Core.Entity.ShortUrl.php
@@ -60,6 +60,7 @@ return static function (ClassMetadata $metadata, array $emConfig): void {
             ->setJoinTable(determineTableName('short_urls_in_tags', $emConfig))
             ->addInverseJoinColumn('tag_id', 'id', true, false, 'CASCADE')
             ->addJoinColumn('short_url_id', 'id', true, false, 'CASCADE')
+            ->setOrderBy(['name' => 'ASC'])
             ->build();
 
     $builder->createManyToOne('domain', Entity\Domain::class)
diff --git a/module/Core/config/entities-mappings/Shlinkio.Shlink.Core.Entity.Tag.php b/module/Core/config/entities-mappings/Shlinkio.Shlink.Core.Entity.Tag.php
index 214396bd..97d15758 100644
--- a/module/Core/config/entities-mappings/Shlinkio.Shlink.Core.Entity.Tag.php
+++ b/module/Core/config/entities-mappings/Shlinkio.Shlink.Core.Entity.Tag.php
@@ -24,4 +24,6 @@ return static function (ClassMetadata $metadata, array $emConfig): void {
     $builder->createField('name', Types::STRING)
             ->unique()
             ->build();
+
+    $builder->addInverseManyToMany('shortUrls', Entity\ShortUrl::class, 'tags');
 };
diff --git a/module/Core/src/Entity/Tag.php b/module/Core/src/Entity/Tag.php
index 7530b70a..54c05c56 100644
--- a/module/Core/src/Entity/Tag.php
+++ b/module/Core/src/Entity/Tag.php
@@ -4,16 +4,19 @@ declare(strict_types=1);
 
 namespace Shlinkio\Shlink\Core\Entity;
 
+use Doctrine\Common\Collections;
 use JsonSerializable;
 use Shlinkio\Shlink\Common\Entity\AbstractEntity;
 
 class Tag extends AbstractEntity implements JsonSerializable
 {
     private string $name;
+    private Collections\Collection $shortUrls;
 
     public function __construct(string $name)
     {
         $this->name = $name;
+        $this->shortUrls = new Collections\ArrayCollection();
     }
 
     public function rename(string $name): void
diff --git a/module/Core/src/Repository/TagRepository.php b/module/Core/src/Repository/TagRepository.php
index 92328630..05b2481c 100644
--- a/module/Core/src/Repository/TagRepository.php
+++ b/module/Core/src/Repository/TagRepository.php
@@ -6,6 +6,9 @@ namespace Shlinkio\Shlink\Core\Repository;
 
 use Doctrine\ORM\EntityRepository;
 use Shlinkio\Shlink\Core\Entity\Tag;
+use Shlinkio\Shlink\Core\Tag\Model\TagInfo;
+
+use function Functional\map;
 
 class TagRepository extends EntityRepository implements TagRepositoryInterface
 {
@@ -21,4 +24,25 @@ class TagRepository extends EntityRepository implements TagRepositoryInterface
 
         return $qb->getQuery()->execute();
     }
+
+    /**
+     * @return TagInfo[]
+     */
+    public function findTagsWithInfo(): array
+    {
+        $dql = <<<DQL
+            SELECT t AS tag, COUNT(DISTINCT s.id) AS shortUrlsCount, COUNT(DISTINCT v.id) AS visitsCount
+            FROM Shlinkio\Shlink\Core\Entity\Tag t
+            LEFT JOIN t.shortUrls s
+            LEFT JOIN s.visits v
+            GROUP BY t
+            ORDER BY t.name ASC
+        DQL;
+        $query = $this->getEntityManager()->createQuery($dql);
+
+        return map(
+            $query->getResult(),
+            fn (array $row) => new TagInfo($row['tag'], (int) $row['shortUrlsCount'], (int) $row['visitsCount']),
+        );
+    }
 }
diff --git a/module/Core/src/Repository/TagRepositoryInterface.php b/module/Core/src/Repository/TagRepositoryInterface.php
index e253f7a4..37179e21 100644
--- a/module/Core/src/Repository/TagRepositoryInterface.php
+++ b/module/Core/src/Repository/TagRepositoryInterface.php
@@ -5,8 +5,14 @@ declare(strict_types=1);
 namespace Shlinkio\Shlink\Core\Repository;
 
 use Doctrine\Persistence\ObjectRepository;
+use Shlinkio\Shlink\Core\Tag\Model\TagInfo;
 
 interface TagRepositoryInterface extends ObjectRepository
 {
     public function deleteByName(array $names): int;
+
+    /**
+     * @return TagInfo[]
+     */
+    public function findTagsWithInfo(): array;
 }
diff --git a/module/Core/src/Tag/Model/TagInfo.php b/module/Core/src/Tag/Model/TagInfo.php
new file mode 100644
index 00000000..0237f062
--- /dev/null
+++ b/module/Core/src/Tag/Model/TagInfo.php
@@ -0,0 +1,36 @@
+<?php
+
+declare(strict_types=1);
+
+namespace Shlinkio\Shlink\Core\Tag\Model;
+
+use JsonSerializable;
+use Shlinkio\Shlink\Core\Entity\Tag;
+
+final class TagInfo implements JsonSerializable
+{
+    private Tag $tag;
+    private int $shortUrlsCount;
+    private int $visitsCount;
+
+    public function __construct(Tag $tag, int $shortUrlsCount, int $visitsCount)
+    {
+        $this->tag = $tag;
+        $this->shortUrlsCount = $shortUrlsCount;
+        $this->visitsCount = $visitsCount;
+    }
+
+    public function tag(): Tag
+    {
+        return $this->tag;
+    }
+
+    public function jsonSerialize(): array
+    {
+        return [
+            'tag' => $this->tag,
+            'shortUrlsCount' => $this->shortUrlsCount,
+            'visitsCount' => $this->visitsCount,
+        ];
+    }
+}
diff --git a/module/Core/src/Service/Tag/TagService.php b/module/Core/src/Tag/TagService.php
similarity index 85%
rename from module/Core/src/Service/Tag/TagService.php
rename to module/Core/src/Tag/TagService.php
index b95ddf82..7137e885 100644
--- a/module/Core/src/Service/Tag/TagService.php
+++ b/module/Core/src/Tag/TagService.php
@@ -2,7 +2,7 @@
 
 declare(strict_types=1);
 
-namespace Shlinkio\Shlink\Core\Service\Tag;
+namespace Shlinkio\Shlink\Core\Tag;
 
 use Doctrine\Common\Collections\Collection;
 use Doctrine\ORM;
@@ -10,6 +10,8 @@ use Shlinkio\Shlink\Core\Entity\Tag;
 use Shlinkio\Shlink\Core\Exception\TagConflictException;
 use Shlinkio\Shlink\Core\Exception\TagNotFoundException;
 use Shlinkio\Shlink\Core\Repository\TagRepository;
+use Shlinkio\Shlink\Core\Repository\TagRepositoryInterface;
+use Shlinkio\Shlink\Core\Tag\Model\TagInfo;
 use Shlinkio\Shlink\Core\Util\TagManagerTrait;
 
 class TagService implements TagServiceInterface
@@ -25,7 +27,6 @@ class TagService implements TagServiceInterface
 
     /**
      * @return Tag[]
-     * @throws \UnexpectedValueException
      */
     public function listTags(): array
     {
@@ -34,6 +35,16 @@ class TagService implements TagServiceInterface
         return $tags;
     }
 
+    /**
+     * @return TagInfo[]
+     */
+    public function tagsInfo(): array
+    {
+        /** @var TagRepositoryInterface $repo */
+        $repo = $this->em->getRepository(Tag::class);
+        return $repo->findTagsWithInfo();
+    }
+
     /**
      * @param string[] $tagNames
      */
diff --git a/module/Core/src/Service/Tag/TagServiceInterface.php b/module/Core/src/Tag/TagServiceInterface.php
similarity index 82%
rename from module/Core/src/Service/Tag/TagServiceInterface.php
rename to module/Core/src/Tag/TagServiceInterface.php
index 16da503c..ed643fc5 100644
--- a/module/Core/src/Service/Tag/TagServiceInterface.php
+++ b/module/Core/src/Tag/TagServiceInterface.php
@@ -2,12 +2,13 @@
 
 declare(strict_types=1);
 
-namespace Shlinkio\Shlink\Core\Service\Tag;
+namespace Shlinkio\Shlink\Core\Tag;
 
 use Doctrine\Common\Collections\Collection;
 use Shlinkio\Shlink\Core\Entity\Tag;
 use Shlinkio\Shlink\Core\Exception\TagConflictException;
 use Shlinkio\Shlink\Core\Exception\TagNotFoundException;
+use Shlinkio\Shlink\Core\Tag\Model\TagInfo;
 
 interface TagServiceInterface
 {
@@ -16,6 +17,11 @@ interface TagServiceInterface
      */
     public function listTags(): array;
 
+    /**
+     * @return TagInfo[]
+     */
+    public function tagsInfo(): array;
+
     /**
      * @param string[] $tagNames
      */
diff --git a/module/Core/test-db/Repository/TagRepositoryTest.php b/module/Core/test-db/Repository/TagRepositoryTest.php
index 94e38f53..8e1a11ef 100644
--- a/module/Core/test-db/Repository/TagRepositoryTest.php
+++ b/module/Core/test-db/Repository/TagRepositoryTest.php
@@ -4,13 +4,21 @@ declare(strict_types=1);
 
 namespace ShlinkioTest\Shlink\Core\Repository;
 
+use Doctrine\Common\Collections\ArrayCollection;
+use Shlinkio\Shlink\Core\Entity\ShortUrl;
 use Shlinkio\Shlink\Core\Entity\Tag;
+use Shlinkio\Shlink\Core\Entity\Visit;
+use Shlinkio\Shlink\Core\Model\Visitor;
 use Shlinkio\Shlink\Core\Repository\TagRepository;
 use Shlinkio\Shlink\TestUtils\DbTest\DatabaseTestCase;
 
+use function array_chunk;
+
 class TagRepositoryTest extends DatabaseTestCase
 {
     protected const ENTITIES_TO_EMPTY = [
+        Visit::class,
+        ShortUrl::class,
         Tag::class,
     ];
 
@@ -40,4 +48,53 @@ class TagRepositoryTest extends DatabaseTestCase
 
         $this->assertEquals(2, $this->repo->deleteByName($toDelete));
     }
+
+    /** @test */
+    public function properTagsInfoIsReturned(): void
+    {
+        $names = ['foo', 'bar', 'baz', 'another'];
+        $tags = [];
+        foreach ($names as $name) {
+            $tag = new Tag($name);
+            $tags[] = $tag;
+            $this->getEntityManager()->persist($tag);
+        }
+
+        [$firstUrlTags] = array_chunk($tags, 3);
+        $secondUrlTags = [$tags[0]];
+
+        $shortUrl = new ShortUrl('');
+        $shortUrl->setTags(new ArrayCollection($firstUrlTags));
+        $this->getEntityManager()->persist($shortUrl);
+        $this->getEntityManager()->persist(new Visit($shortUrl, Visitor::emptyInstance()));
+        $this->getEntityManager()->persist(new Visit($shortUrl, Visitor::emptyInstance()));
+        $this->getEntityManager()->persist(new Visit($shortUrl, Visitor::emptyInstance()));
+
+        $shortUrl2 = new ShortUrl('');
+        $shortUrl2->setTags(new ArrayCollection($secondUrlTags));
+        $this->getEntityManager()->persist($shortUrl2);
+        $this->getEntityManager()->persist(new Visit($shortUrl2, Visitor::emptyInstance()));
+
+        $this->getEntityManager()->flush();
+
+        $result = $this->repo->findTagsWithInfo();
+
+        $this->assertCount(4, $result);
+        $this->assertEquals(
+            ['tag' => $tags[3], 'shortUrlsCount' => 0, 'visitsCount' => 0],
+            $result[0]->jsonSerialize(),
+        );
+        $this->assertEquals(
+            ['tag' => $tags[1], 'shortUrlsCount' => 1, 'visitsCount' => 3],
+            $result[1]->jsonSerialize(),
+        );
+        $this->assertEquals(
+            ['tag' => $tags[2], 'shortUrlsCount' => 1, 'visitsCount' => 3],
+            $result[2]->jsonSerialize(),
+        );
+        $this->assertEquals(
+            ['tag' => $tags[0], 'shortUrlsCount' => 2, 'visitsCount' => 4],
+            $result[3]->jsonSerialize(),
+        );
+    }
 }
diff --git a/module/Core/test/Service/Tag/TagServiceTest.php b/module/Core/test/Service/Tag/TagServiceTest.php
index b8c9d59b..c031e51f 100644
--- a/module/Core/test/Service/Tag/TagServiceTest.php
+++ b/module/Core/test/Service/Tag/TagServiceTest.php
@@ -5,7 +5,6 @@ declare(strict_types=1);
 namespace ShlinkioTest\Shlink\Core\Service\Tag;
 
 use Doctrine\ORM\EntityManagerInterface;
-use Doctrine\ORM\EntityRepository;
 use PHPUnit\Framework\TestCase;
 use Prophecy\Argument;
 use Prophecy\Prophecy\ObjectProphecy;
@@ -13,16 +12,21 @@ use Shlinkio\Shlink\Core\Entity\Tag;
 use Shlinkio\Shlink\Core\Exception\TagConflictException;
 use Shlinkio\Shlink\Core\Exception\TagNotFoundException;
 use Shlinkio\Shlink\Core\Repository\TagRepository;
-use Shlinkio\Shlink\Core\Service\Tag\TagService;
+use Shlinkio\Shlink\Core\Tag\Model\TagInfo;
+use Shlinkio\Shlink\Core\Tag\TagService;
 
 class TagServiceTest extends TestCase
 {
     private TagService $service;
     private ObjectProphecy $em;
+    private ObjectProphecy $repo;
 
     public function setUp(): void
     {
         $this->em = $this->prophesize(EntityManagerInterface::class);
+        $this->repo = $this->prophesize(TagRepository::class);
+        $this->em->getRepository(Tag::class)->willReturn($this->repo->reveal())->shouldBeCalled();
+
         $this->service = new TagService($this->em->reveal());
     }
 
@@ -31,36 +35,41 @@ class TagServiceTest extends TestCase
     {
         $expected = [new Tag('foo'), new Tag('bar')];
 
-        $repo = $this->prophesize(EntityRepository::class);
-        $find = $repo->findBy(Argument::cetera())->willReturn($expected);
-        $getRepo = $this->em->getRepository(Tag::class)->willReturn($repo->reveal());
+        $find = $this->repo->findBy(Argument::cetera())->willReturn($expected);
 
         $result = $this->service->listTags();
 
         $this->assertEquals($expected, $result);
         $find->shouldHaveBeenCalled();
-        $getRepo->shouldHaveBeenCalled();
+    }
+
+    /** @test */
+    public function tagsInfoDelegatesOnRepository(): void
+    {
+        $expected = [new TagInfo(new Tag('foo'), 1, 1), new TagInfo(new Tag('bar'), 3, 10)];
+
+        $find = $this->repo->findTagsWithInfo()->willReturn($expected);
+
+        $result = $this->service->tagsInfo();
+
+        $this->assertEquals($expected, $result);
+        $find->shouldHaveBeenCalled();
     }
 
     /** @test */
     public function deleteTagsDelegatesOnRepository(): void
     {
-        $repo = $this->prophesize(TagRepository::class);
-        $delete = $repo->deleteByName(['foo', 'bar'])->willReturn(4);
-        $getRepo = $this->em->getRepository(Tag::class)->willReturn($repo->reveal());
+        $delete = $this->repo->deleteByName(['foo', 'bar'])->willReturn(4);
 
         $this->service->deleteTags(['foo', 'bar']);
 
         $delete->shouldHaveBeenCalled();
-        $getRepo->shouldHaveBeenCalled();
     }
 
     /** @test */
     public function createTagsPersistsEntities(): void
     {
-        $repo = $this->prophesize(TagRepository::class);
-        $find = $repo->findOneBy(Argument::cetera())->willReturn(new Tag('foo'));
-        $getRepo = $this->em->getRepository(Tag::class)->willReturn($repo->reveal());
+        $find = $this->repo->findOneBy(Argument::cetera())->willReturn(new Tag('foo'));
         $persist = $this->em->persist(Argument::type(Tag::class))->willReturn(null);
         $flush = $this->em->flush()->willReturn(null);
 
@@ -68,7 +77,6 @@ class TagServiceTest extends TestCase
 
         $this->assertCount(2, $result);
         $find->shouldHaveBeenCalled();
-        $getRepo->shouldHaveBeenCalled();
         $persist->shouldHaveBeenCalledTimes(2);
         $flush->shouldHaveBeenCalled();
     }
@@ -76,12 +84,9 @@ class TagServiceTest extends TestCase
     /** @test */
     public function renameInvalidTagThrowsException(): void
     {
-        $repo = $this->prophesize(TagRepository::class);
-        $find = $repo->findOneBy(Argument::cetera())->willReturn(null);
-        $getRepo = $this->em->getRepository(Tag::class)->willReturn($repo->reveal());
+        $find = $this->repo->findOneBy(Argument::cetera())->willReturn(null);
 
         $find->shouldBeCalled();
-        $getRepo->shouldBeCalled();
         $this->expectException(TagNotFoundException::class);
 
         $this->service->renameTag('foo', 'bar');
@@ -95,10 +100,8 @@ class TagServiceTest extends TestCase
     {
         $expected = new Tag('foo');
 
-        $repo = $this->prophesize(TagRepository::class);
-        $find = $repo->findOneBy(Argument::cetera())->willReturn($expected);
-        $countTags = $repo->count(Argument::cetera())->willReturn($count);
-        $getRepo = $this->em->getRepository(Tag::class)->willReturn($repo->reveal());
+        $find = $this->repo->findOneBy(Argument::cetera())->willReturn($expected);
+        $countTags = $this->repo->count(Argument::cetera())->willReturn($count);
         $flush = $this->em->flush()->willReturn(null);
 
         $tag = $this->service->renameTag($oldName, $newName);
@@ -106,7 +109,6 @@ class TagServiceTest extends TestCase
         $this->assertSame($expected, $tag);
         $this->assertEquals($newName, (string) $tag);
         $find->shouldHaveBeenCalled();
-        $getRepo->shouldHaveBeenCalled();
         $flush->shouldHaveBeenCalled();
         $countTags->shouldHaveBeenCalledTimes($count > 0 ? 0 : 1);
     }
@@ -120,14 +122,11 @@ class TagServiceTest extends TestCase
     /** @test */
     public function renameTagToAnExistingNameThrowsException(): void
     {
-        $repo = $this->prophesize(TagRepository::class);
-        $find = $repo->findOneBy(Argument::cetera())->willReturn(new Tag('foo'));
-        $countTags = $repo->count(Argument::cetera())->willReturn(1);
-        $getRepo = $this->em->getRepository(Tag::class)->willReturn($repo->reveal());
+        $find = $this->repo->findOneBy(Argument::cetera())->willReturn(new Tag('foo'));
+        $countTags = $this->repo->count(Argument::cetera())->willReturn(1);
         $flush = $this->em->flush(Argument::any())->willReturn(null);
 
         $find->shouldBeCalled();
-        $getRepo->shouldBeCalled();
         $countTags->shouldBeCalled();
         $flush->shouldNotBeCalled();
         $this->expectException(TagConflictException::class);
diff --git a/module/Rest/config/dependencies.config.php b/module/Rest/config/dependencies.config.php
index bd347897..a10fd254 100644
--- a/module/Rest/config/dependencies.config.php
+++ b/module/Rest/config/dependencies.config.php
@@ -10,6 +10,7 @@ use Mezzio\Router\Middleware\ImplicitOptionsMiddleware;
 use Shlinkio\Shlink\Common\Mercure\LcobucciJwtProvider;
 use Shlinkio\Shlink\Core\Options\AppOptions;
 use Shlinkio\Shlink\Core\Service;
+use Shlinkio\Shlink\Core\Tag\TagService;
 use Shlinkio\Shlink\Core\Visit;
 use Shlinkio\Shlink\Rest\Service\ApiKeyService;
 
@@ -65,10 +66,10 @@ return [
         Action\Visit\GlobalVisitsAction::class => [Visit\VisitsStatsHelper::class],
         Action\ShortUrl\ListShortUrlsAction::class => [Service\ShortUrlService::class, 'config.url_shortener.domain'],
         Action\ShortUrl\EditShortUrlTagsAction::class => [Service\ShortUrlService::class],
-        Action\Tag\ListTagsAction::class => [Service\Tag\TagService::class],
-        Action\Tag\DeleteTagsAction::class => [Service\Tag\TagService::class],
-        Action\Tag\CreateTagsAction::class => [Service\Tag\TagService::class],
-        Action\Tag\UpdateTagAction::class => [Service\Tag\TagService::class],
+        Action\Tag\ListTagsAction::class => [TagService::class],
+        Action\Tag\DeleteTagsAction::class => [TagService::class],
+        Action\Tag\CreateTagsAction::class => [TagService::class],
+        Action\Tag\UpdateTagAction::class => [TagService::class],
 
         Middleware\ShortUrl\DropDefaultDomainFromRequestMiddleware::class => ['config.url_shortener.domain.hostname'],
         Middleware\ShortUrl\DefaultShortCodesLengthMiddleware::class => [
diff --git a/module/Rest/src/Action/Tag/CreateTagsAction.php b/module/Rest/src/Action/Tag/CreateTagsAction.php
index c481b463..08f617c2 100644
--- a/module/Rest/src/Action/Tag/CreateTagsAction.php
+++ b/module/Rest/src/Action/Tag/CreateTagsAction.php
@@ -7,7 +7,7 @@ namespace Shlinkio\Shlink\Rest\Action\Tag;
 use Laminas\Diactoros\Response\JsonResponse;
 use Psr\Http\Message\ResponseInterface;
 use Psr\Http\Message\ServerRequestInterface;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Shlinkio\Shlink\Rest\Action\AbstractRestAction;
 
 class CreateTagsAction extends AbstractRestAction
diff --git a/module/Rest/src/Action/Tag/DeleteTagsAction.php b/module/Rest/src/Action/Tag/DeleteTagsAction.php
index 5002eba0..f38c443a 100644
--- a/module/Rest/src/Action/Tag/DeleteTagsAction.php
+++ b/module/Rest/src/Action/Tag/DeleteTagsAction.php
@@ -7,7 +7,7 @@ namespace Shlinkio\Shlink\Rest\Action\Tag;
 use Laminas\Diactoros\Response\EmptyResponse;
 use Psr\Http\Message\ResponseInterface;
 use Psr\Http\Message\ServerRequestInterface;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Shlinkio\Shlink\Rest\Action\AbstractRestAction;
 
 class DeleteTagsAction extends AbstractRestAction
diff --git a/module/Rest/src/Action/Tag/ListTagsAction.php b/module/Rest/src/Action/Tag/ListTagsAction.php
index 7211bce6..0832f17c 100644
--- a/module/Rest/src/Action/Tag/ListTagsAction.php
+++ b/module/Rest/src/Action/Tag/ListTagsAction.php
@@ -7,9 +7,12 @@ namespace Shlinkio\Shlink\Rest\Action\Tag;
 use Laminas\Diactoros\Response\JsonResponse;
 use Psr\Http\Message\ResponseInterface;
 use Psr\Http\Message\ServerRequestInterface;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\Model\TagInfo;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Shlinkio\Shlink\Rest\Action\AbstractRestAction;
 
+use function Functional\map;
+
 class ListTagsAction extends AbstractRestAction
 {
     protected const ROUTE_PATH = '/tags';
@@ -22,18 +25,26 @@ class ListTagsAction extends AbstractRestAction
         $this->tagService = $tagService;
     }
 
-    /**
-     * Process an incoming server request and return a response, optionally delegating
-     * to the next middleware component to create the response.
-     *
-     *
-     * @throws \InvalidArgumentException
-     */
     public function handle(ServerRequestInterface $request): ResponseInterface
     {
+        $query = $request->getQueryParams();
+        $withStats = ($query['withStats'] ?? null) === 'true';
+
+        if (! $withStats) {
+            return new JsonResponse([
+                'tags' => [
+                    'data' => $this->tagService->listTags(),
+                ],
+            ]);
+        }
+
+        $tagsInfo = $this->tagService->tagsInfo();
+        $data = map($tagsInfo, fn (TagInfo $info) => (string) $info->tag());
+
         return new JsonResponse([
             'tags' => [
-                'data' => $this->tagService->listTags(),
+                'data' => $data,
+                'stats' => $tagsInfo,
             ],
         ]);
     }
diff --git a/module/Rest/src/Action/Tag/UpdateTagAction.php b/module/Rest/src/Action/Tag/UpdateTagAction.php
index de5eb476..fbf93f50 100644
--- a/module/Rest/src/Action/Tag/UpdateTagAction.php
+++ b/module/Rest/src/Action/Tag/UpdateTagAction.php
@@ -8,7 +8,7 @@ use Laminas\Diactoros\Response\EmptyResponse;
 use Psr\Http\Message\ResponseInterface;
 use Psr\Http\Message\ServerRequestInterface;
 use Shlinkio\Shlink\Core\Exception\ValidationException;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Shlinkio\Shlink\Rest\Action\AbstractRestAction;
 
 class UpdateTagAction extends AbstractRestAction
diff --git a/module/Rest/test-api/Action/ListTagsActionTest.php b/module/Rest/test-api/Action/ListTagsActionTest.php
new file mode 100644
index 00000000..0690d4f2
--- /dev/null
+++ b/module/Rest/test-api/Action/ListTagsActionTest.php
@@ -0,0 +1,50 @@
+<?php
+
+declare(strict_types=1);
+
+namespace ShlinkioApiTest\Shlink\Rest\Action;
+
+use GuzzleHttp\RequestOptions;
+use Shlinkio\Shlink\TestUtils\ApiTest\ApiTestCase;
+
+class ListTagsActionTest extends ApiTestCase
+{
+    /**
+     * @test
+     * @dataProvider provideQueries
+     */
+    public function expectedListOfTagsIsReturned(array $query, array $expectedTags): void
+    {
+        $resp = $this->callApiWithKey(self::METHOD_GET, '/tags', [RequestOptions::QUERY => $query]);
+        $payload = $this->getJsonResponsePayload($resp);
+
+        $this->assertEquals(['tags' => $expectedTags], $payload);
+    }
+
+    public function provideQueries(): iterable
+    {
+        yield 'stats not requested' => [[], [
+            'data' => ['bar', 'baz', 'foo'],
+        ]];
+        yield 'stats requested' => [['withStats' => 'true'], [
+            'data' => ['bar', 'baz', 'foo'],
+            'stats' => [
+                [
+                    'tag' => 'bar',
+                    'shortUrlsCount' => 1,
+                    'visitsCount' => 2,
+                ],
+                [
+                    'tag' => 'baz',
+                    'shortUrlsCount' => 0,
+                    'visitsCount' => 0,
+                ],
+                [
+                    'tag' => 'foo',
+                    'shortUrlsCount' => 2,
+                    'visitsCount' => 5,
+                ],
+            ],
+        ]];
+    }
+}
diff --git a/module/Rest/test-api/Fixtures/TagsFixture.php b/module/Rest/test-api/Fixtures/TagsFixture.php
index 5bd10ca7..5d3333cc 100644
--- a/module/Rest/test-api/Fixtures/TagsFixture.php
+++ b/module/Rest/test-api/Fixtures/TagsFixture.php
@@ -24,6 +24,7 @@ class TagsFixture extends AbstractFixture implements DependentFixtureInterface
         $manager->persist($fooTag);
         $barTag = new Tag('bar');
         $manager->persist($barTag);
+        $manager->persist(new Tag('baz'));
 
         /** @var ShortUrl $abcShortUrl */
         $abcShortUrl = $this->getReference('abc123_short_url');
diff --git a/module/Rest/test/Action/Tag/CreateTagsActionTest.php b/module/Rest/test/Action/Tag/CreateTagsActionTest.php
index 357abc5d..33aa0ba7 100644
--- a/module/Rest/test/Action/Tag/CreateTagsActionTest.php
+++ b/module/Rest/test/Action/Tag/CreateTagsActionTest.php
@@ -8,7 +8,7 @@ use Doctrine\Common\Collections\ArrayCollection;
 use Laminas\Diactoros\ServerRequest;
 use PHPUnit\Framework\TestCase;
 use Prophecy\Prophecy\ObjectProphecy;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Shlinkio\Shlink\Rest\Action\Tag\CreateTagsAction;
 
 class CreateTagsActionTest extends TestCase
diff --git a/module/Rest/test/Action/Tag/DeleteTagsActionTest.php b/module/Rest/test/Action/Tag/DeleteTagsActionTest.php
index 484bd549..819a608a 100644
--- a/module/Rest/test/Action/Tag/DeleteTagsActionTest.php
+++ b/module/Rest/test/Action/Tag/DeleteTagsActionTest.php
@@ -7,7 +7,7 @@ namespace ShlinkioTest\Shlink\Rest\Action\Tag;
 use Laminas\Diactoros\ServerRequest;
 use PHPUnit\Framework\TestCase;
 use Prophecy\Prophecy\ObjectProphecy;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Shlinkio\Shlink\Rest\Action\Tag\DeleteTagsAction;
 
 class DeleteTagsActionTest extends TestCase
diff --git a/module/Rest/test/Action/Tag/ListTagsActionTest.php b/module/Rest/test/Action/Tag/ListTagsActionTest.php
index 7e9b061f..461ddd3f 100644
--- a/module/Rest/test/Action/Tag/ListTagsActionTest.php
+++ b/module/Rest/test/Action/Tag/ListTagsActionTest.php
@@ -4,15 +4,15 @@ declare(strict_types=1);
 
 namespace ShlinkioTest\Shlink\Rest\Action\Tag;
 
-use Laminas\Diactoros\ServerRequest;
+use Laminas\Diactoros\Response\JsonResponse;
+use Laminas\Diactoros\ServerRequestFactory;
 use PHPUnit\Framework\TestCase;
 use Prophecy\Prophecy\ObjectProphecy;
 use Shlinkio\Shlink\Core\Entity\Tag;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\Model\TagInfo;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Shlinkio\Shlink\Rest\Action\Tag\ListTagsAction;
 
-use function Shlinkio\Shlink\Common\json_decode;
-
 class ListTagsActionTest extends TestCase
 {
     private ListTagsAction $action;
@@ -24,18 +24,53 @@ class ListTagsActionTest extends TestCase
         $this->action = new ListTagsAction($this->tagService->reveal());
     }
 
-    /** @test */
-    public function returnsDataFromService(): void
+    /**
+     * @test
+     * @dataProvider provideNoStatsQueries
+     */
+    public function returnsBaseDataWhenStatsAreNotRequested(array $query): void
     {
-        $listTags = $this->tagService->listTags()->willReturn([new Tag('foo'), new Tag('bar')]);
+        $tags = [new Tag('foo'), new Tag('bar')];
+        $listTags = $this->tagService->listTags()->willReturn($tags);
 
-        $resp = $this->action->handle(new ServerRequest());
+        /** @var JsonResponse $resp */
+        $resp = $this->action->handle(ServerRequestFactory::fromGlobals()->withQueryParams($query));
+        $payload = $resp->getPayload();
+
+        $this->assertEquals([
+            'tags' => [
+                'data' => $tags,
+            ],
+        ], $payload);
+        $listTags->shouldHaveBeenCalled();
+    }
+
+    public function provideNoStatsQueries(): iterable
+    {
+        yield 'no query' => [[]];
+        yield 'withStats is false' => [['withStats' => 'withStats']];
+        yield 'withStats is something else' => [['withStats' => 'foo']];
+    }
+
+    /** @test */
+    public function returnsStatsWhenRequested(): void
+    {
+        $stats = [
+            new TagInfo(new Tag('foo'), 1, 1),
+            new TagInfo(new Tag('bar'), 3, 10),
+        ];
+        $tagsInfo = $this->tagService->tagsInfo()->willReturn($stats);
+
+        /** @var JsonResponse $resp */
+        $resp = $this->action->handle(ServerRequestFactory::fromGlobals()->withQueryParams(['withStats' => 'true']));
+        $payload = $resp->getPayload();
 
         $this->assertEquals([
             'tags' => [
                 'data' => ['foo', 'bar'],
+                'stats' => $stats,
             ],
-        ], json_decode((string) $resp->getBody()));
-        $listTags->shouldHaveBeenCalled();
+        ], $payload);
+        $tagsInfo->shouldHaveBeenCalled();
     }
 }
diff --git a/module/Rest/test/Action/Tag/UpdateTagActionTest.php b/module/Rest/test/Action/Tag/UpdateTagActionTest.php
index ab09b4ea..11b2c1c4 100644
--- a/module/Rest/test/Action/Tag/UpdateTagActionTest.php
+++ b/module/Rest/test/Action/Tag/UpdateTagActionTest.php
@@ -9,7 +9,7 @@ use PHPUnit\Framework\TestCase;
 use Prophecy\Prophecy\ObjectProphecy;
 use Shlinkio\Shlink\Core\Entity\Tag;
 use Shlinkio\Shlink\Core\Exception\ValidationException;
-use Shlinkio\Shlink\Core\Service\Tag\TagServiceInterface;
+use Shlinkio\Shlink\Core\Tag\TagServiceInterface;
 use Shlinkio\Shlink\Rest\Action\Tag\UpdateTagAction;
 
 class UpdateTagActionTest extends TestCase
diff --git a/phpstan.neon b/phpstan.neon
index d983a985..e065acef 100644
--- a/phpstan.neon
+++ b/phpstan.neon
@@ -4,3 +4,4 @@ parameters:
 	ignoreErrors:
 		- '#AbstractQuery::setParameters()#'
 		- '#mustRun()#'
+		- '#AssociationBuilder::setOrderBy#'