diff --git a/src/Model/Command/UserRecommendation.php b/src/Model/Command/UserRecommendation.php
new file mode 100644
index 0000000..e6761f5
--- /dev/null
+++ b/src/Model/Command/UserRecommendation.php
@@ -0,0 +1,131 @@
+<?php declare(strict_types=1);
+
+namespace Lmc\Matej\Model\Command;
+
+/**
+ * Deliver personalized recommendations for the given user.
+ */
+class UserRecommendation extends AbstractCommand
+{
+    public const MINIMAL_RELEVANCE_LOW = 'low';
+    public const MINIMAL_RELEVANCE_MEDIUM = 'medium';
+    public const MINIMAL_RELEVANCE_HIGH = 'high';
+
+    /** @var string */
+    protected $filterOperator = 'and';
+    /** @var string */
+    private $userId;
+    /** @var int */
+    private $count;
+    /** @var string */
+    private $scenario;
+    /** @var float */
+    private $rotationRate;
+    /** @var int */
+    private $rotationTime;
+    /** @var bool */
+    private $hardRotation = false;
+    /** @var string */
+    private $minimalRelevance = self::MINIMAL_RELEVANCE_LOW;
+    /** @var array */
+    private $filters = ['valid_to >= NOW'];
+
+    private function __construct(string $userId, int $count, string $scenario, float $rotationRate, int $rotationTime)
+    {
+        $this->userId = $userId; // TODO: assert format
+        $this->count = $count; // TODO: assert greater than 0
+        $this->scenario = $scenario; // TODO: assert format
+        $this->rotationRate = $rotationRate; // TODO: assert value between 0.0 and 1.0
+        $this->rotationTime = $rotationTime; // TODO: assert valid time interval
+    }
+
+    /**
+     * @param string $userId
+     * @param int $count Number of requested recommendations. The real number of recommended items could be lower or
+     * even zero when there are no items relevant for the user.
+     * @param string $scenario Name of the place where recommendations are applied - eg. 'search-results-page',
+     * 'emailing', 'empty-search-results, 'homepage', ...
+     * @param float $rotationRate How much should the item be penalized for being recommended again in the near future.
+     * Set from 0.0 for no rotation (same items will be recommended) up to 1.0 (same items should not be recommended).
+     * @param int $rotationTime Specify for how long will the item's rotationRate be taken in account and so the item
+     * is penalized for recommendations.
+     * @return UserRecommendation
+     */
+    public static function create(
+        string $userId,
+        int $count,
+        string $scenario,
+        float $rotationRate,
+        int $rotationTime
+    ): self {
+        return new static($userId, $count, $scenario, $rotationRate, $rotationTime);
+    }
+
+    /**
+     * Even with rotation rate 1.0 user could still obtain the same recommendations in some edge cases.
+     * To prevent this, enable hard rotation - recommended items are then excluded until rotation time is expired.
+     * By default hard rotation is not enabled.
+     */
+    public function enableHardRotation(): self
+    {
+        $this->hardRotation = true;
+
+        return $this;
+    }
+
+    /**
+     * Define threshold of how much relevant must the recommended items be to be returned.
+     * Default minimal relevance is "low".
+     */
+    public function setMinimalRelevance(string $minimalRelevance): self
+    {
+        // TODO: assert one of MIN_RELEVANCE_*
+        $this->minimalRelevance = $minimalRelevance;
+
+        return $this;
+    }
+
+    /**
+     * Add a filter to already added filters (including the default filter).
+     */
+    public function addFilter(string $filter): self
+    {
+        $this->filters[] = $filter;
+
+        return $this;
+    }
+
+    /**
+     * Overwrite all filters by custom one. Note this will override also the default filter.
+     */
+    public function setFilters(array $filters): self
+    {
+        $this->filters = $filters;
+
+        return $this;
+    }
+
+    protected function getCommandType(): string
+    {
+        return 'user-based-recommendations';
+    }
+
+    protected function getCommandParameters(): array
+    {
+        return [
+            'user_id' => $this->userId,
+            'count' => $this->count,
+            'scenario' => $this->scenario,
+            'rotation_rate' => $this->rotationRate,
+            'rotation_time' => $this->rotationTime,
+            'hard_rotation' => $this->hardRotation,
+            'min_relevance' => $this->minimalRelevance,
+            'filter' => $this->assembleFiltersString(),
+        ];
+    }
+
+    protected function assembleFiltersString(): string
+    {
+        return implode(' ' . $this->filterOperator . ' ', $this->filters);
+    }
+}
diff --git a/src/RequestBuilder/RecommendationsRequestBuilder.php b/src/RequestBuilder/RecommendationsRequestBuilder.php
new file mode 100644
index 0000000..0da764e
--- /dev/null
+++ b/src/RequestBuilder/RecommendationsRequestBuilder.php
@@ -0,0 +1,49 @@
+<?php declare(strict_types=1);
+
+namespace Lmc\Matej\RequestBuilder;
+
+use Fig\Http\Message\RequestMethodInterface;
+use Lmc\Matej\Model\Command\Interaction;
+use Lmc\Matej\Model\Command\UserMerge;
+use Lmc\Matej\Model\Command\UserRecommendation;
+use Lmc\Matej\Model\Request;
+
+class RecommendationsRequestBuilder extends AbstractRequestBuilder
+{
+    protected const ENDPOINT_PATH = '/recommendations';
+
+    /** @var Interaction|null */
+    private $interactionCommand;
+    /** @var UserMerge|null */
+    private $userMergeCommand;
+    /** @var UserRecommendation */
+    private $userRecommendationCommand;
+
+    public function __construct(UserRecommendation $userRecommendationCommand)
+    {
+        $this->userRecommendationCommand = $userRecommendationCommand;
+    }
+
+    public function addUserMerge(UserMerge $merge): self
+    {
+        $this->userMergeCommand = $merge;
+
+        return $this;
+    }
+
+    public function addInteraction(Interaction $interaction): self
+    {
+        $this->interactionCommand = $interaction;
+
+        return $this;
+    }
+
+    public function build(): Request
+    {
+        return new Request(
+            self::ENDPOINT_PATH,
+            RequestMethodInterface::METHOD_POST,
+            [$this->interactionCommand, $this->userMergeCommand, $this->userRecommendationCommand]
+        );
+    }
+}
diff --git a/src/RequestBuilder/RequestBuilderFactory.php b/src/RequestBuilder/RequestBuilderFactory.php
index 13afa7e..5963a32 100644
--- a/src/RequestBuilder/RequestBuilderFactory.php
+++ b/src/RequestBuilder/RequestBuilderFactory.php
@@ -4,6 +4,7 @@
 
 use Lmc\Matej\Http\RequestManager;
 use Lmc\Matej\Model\Command\Sorting;
+use Lmc\Matej\Model\Command\UserRecommendation;
 
 /**
  * Factory to create concrete RequestBuilder which helps you to create request for each Matej API
@@ -55,6 +56,14 @@ public function sorting(Sorting $sorting): SortingRequestBuilder
         return $this->createConfiguredBuilder(SortingRequestBuilder::class, $sorting);
     }
 
+    /**
+     * @return RecommendationsRequestBuilder
+     */
+    public function recommendations(UserRecommendation $recommendation): RecommendationsRequestBuilder
+    {
+        return $this->createConfiguredBuilder(RecommendationsRequestBuilder::class, $recommendation);
+    }
+
     // TODO: builders for other endpoints
 
     /**
diff --git a/tests/IntegrationTests/RecommendationsRequestBuilderTest.php b/tests/IntegrationTests/RecommendationsRequestBuilderTest.php
new file mode 100644
index 0000000..16bd08a
--- /dev/null
+++ b/tests/IntegrationTests/RecommendationsRequestBuilderTest.php
@@ -0,0 +1,69 @@
+<?php declare(strict_types=1);
+
+namespace Lmc\Matej\IntegrationTests;
+
+use Lmc\Matej\Model\Command\Interaction;
+use Lmc\Matej\Model\Command\UserMerge;
+use Lmc\Matej\Model\Command\UserRecommendation;
+use Lmc\Matej\RequestBuilder\RecommendationsRequestBuilder;
+
+/**
+ * @covers ItemPropertiesSetupRequestBuilder
+ * @covers EventsRequestBuilder
+ */
+class RecommendationsRequestBuilderTest extends IntegrationTestCase
+{
+    /** @test */
+    public function shouldExecuteRecommendationRequestOnly(): void
+    {
+        $response = $this->createRecommendationRequestBuilder()
+            ->send();
+
+        $this->assertResponseCommandStatuses($response, 'SKIPPED', 'SKIPPED', 'OK');
+    }
+
+    /** @test */
+    public function shouldExecuteRecommendationRequestWithInteraction(): void
+    {
+        $response = $this->createRecommendationRequestBuilder()
+            ->addInteraction(Interaction::bookmark('integration-test-php-client-user-id-A', 'itemA'))
+            ->send();
+
+        $this->assertResponseCommandStatuses($response, 'OK', 'SKIPPED', 'OK');
+    }
+
+    /** @test */
+    public function shouldExecuteRecommendationRequestWithUserMerge(): void
+    {
+        $response = $this->createRecommendationRequestBuilder()
+            ->addUserMerge(UserMerge::mergeInto('integration-test-php-client-user-id-A', 'integration-test-php-client-user-id-B'))
+            ->send();
+
+        $this->assertResponseCommandStatuses($response, 'SKIPPED', 'OK', 'OK');
+    }
+
+    /** @test */
+    public function shouldExecuteRecommendationRequestWithUserMergeAndInteraction(): void
+    {
+        $response = $this->createRecommendationRequestBuilder()
+            ->addUserMerge(UserMerge::mergeInto('integration-test-php-client-user-id-A', 'integration-test-php-client-user-id-B'))
+            ->addInteraction(Interaction::bookmark('integration-test-php-client-user-id-A', 'itemA'))
+            ->send();
+
+        $this->assertResponseCommandStatuses($response, 'OK', 'OK', 'OK');
+    }
+
+    private function createRecommendationRequestBuilder(): RecommendationsRequestBuilder
+    {
+        return $this->createMatejInstance()
+            ->request()
+            ->recommendations(UserRecommendation::create(
+                'integration-test-php-client-user-id-A',
+                5,
+                'integration-test-scenario',
+                0.50,
+                3600
+            ))
+        ;
+    }
+}
diff --git a/tests/Model/Command/UserRecommendationTest.php b/tests/Model/Command/UserRecommendationTest.php
new file mode 100644
index 0000000..472c5e9
--- /dev/null
+++ b/tests/Model/Command/UserRecommendationTest.php
@@ -0,0 +1,89 @@
+<?php declare(strict_types=1);
+
+namespace Lmc\Matej\Model\Command;
+
+use PHPUnit\Framework\TestCase;
+
+class UserRecommendationTest extends TestCase
+{
+    /** @test */
+    public function shouldBeInstantiableViaNamedConstructorWithDefaultValues(): void
+    {
+        $command = UserRecommendation::create('user-id', 333, 'test-scenario', 1.0, 3600);
+
+        $this->assertInstanceOf(UserRecommendation::class, $command);
+        $this->assertSame(
+            [
+                'type' => 'user-based-recommendations',
+                'parameters' => [
+                    'user_id' => 'user-id',
+                    'count' => 333,
+                    'scenario' => 'test-scenario',
+                    'rotation_rate' => 1.0,
+                    'rotation_time' => 3600,
+                    'hard_rotation' => false,
+                    'min_relevance' => UserRecommendation::MINIMAL_RELEVANCE_LOW,
+                    'filter' => 'valid_to >= NOW',
+                ],
+            ],
+            $command->jsonSerialize()
+        );
+    }
+
+    /** @test */
+    public function shouldUseCustomParameters(): void
+    {
+        $userId = 'user-' . md5(microtime());
+        $count = random_int(1, 100);
+        $scenario = 'scenario-' . md5(microtime());
+        $rotationRate = mt_rand() / mt_getrandmax();
+        $rotationTime = random_int(1, 86400);
+
+        $command = UserRecommendation::create($userId, $count, $scenario, $rotationRate, $rotationTime);
+
+        $command->setMinimalRelevance(UserRecommendation::MINIMAL_RELEVANCE_HIGH)
+            ->enableHardRotation()
+            ->setFilters(['foo = bar', 'baz = ban']);
+
+        $this->assertInstanceOf(UserRecommendation::class, $command);
+        $this->assertSame(
+            [
+                'type' => 'user-based-recommendations',
+                'parameters' => [
+                    'user_id' => $userId,
+                    'count' => $count,
+                    'scenario' => $scenario,
+                    'rotation_rate' => $rotationRate,
+                    'rotation_time' => $rotationTime,
+                    'hard_rotation' => true,
+                    'min_relevance' => UserRecommendation::MINIMAL_RELEVANCE_HIGH,
+                    'filter' => 'foo = bar and baz = ban',
+                ],
+            ],
+            $command->jsonSerialize()
+        );
+    }
+
+    /** @test */
+    public function shouldAssembleFilters(): void
+    {
+        $command = UserRecommendation::create('user-id', 333, 'test-scenario', 1.0, 3600);
+
+        // Default filter
+        $this->assertSame('valid_to >= NOW', $command->jsonSerialize()['parameters']['filter']);
+
+        // Add custom filters to the default one
+        $command->addFilter('foo = bar')
+            ->addFilter('bar = baz');
+
+        $this->assertSame(
+            'valid_to >= NOW and foo = bar and bar = baz',
+            $command->jsonSerialize()['parameters']['filter']
+        );
+
+        // Overwrite all filters
+        $command->setFilters(['my_filter = 1', 'other_filter = foo']);
+
+        $this->assertSame('my_filter = 1 and other_filter = foo', $command->jsonSerialize()['parameters']['filter']);
+    }
+}
diff --git a/tests/RequestBuilder/RecommendationsRequestBuilderTest.php b/tests/RequestBuilder/RecommendationsRequestBuilderTest.php
new file mode 100644
index 0000000..0d72193
--- /dev/null
+++ b/tests/RequestBuilder/RecommendationsRequestBuilderTest.php
@@ -0,0 +1,71 @@
+<?php declare(strict_types=1);
+
+namespace Lmc\Matej\RequestBuilder;
+
+use Fig\Http\Message\RequestMethodInterface;
+use Lmc\Matej\Exception\LogicException;
+use Lmc\Matej\Http\RequestManager;
+use Lmc\Matej\Model\Command\Interaction;
+use Lmc\Matej\Model\Command\Sorting;
+use Lmc\Matej\Model\Command\UserMerge;
+use Lmc\Matej\Model\Command\UserRecommendation;
+use Lmc\Matej\Model\Request;
+use Lmc\Matej\Model\Response;
+use PHPUnit\Framework\TestCase;
+
+/**
+ * @covers \Lmc\Matej\RequestBuilder\RecommendationsRequestBuilder
+ * @covers \Lmc\Matej\RequestBuilder\AbstractRequestBuilder
+ */
+class RecommendationsRequestBuilderTest extends TestCase
+{
+    /** @test */
+    public function shouldBuildRequestWithCommands(): void
+    {
+        $recommendationsCommand = UserRecommendation::create('userId1', 5, 'test-scenario', 0.5, 3600);
+        $builder = new RecommendationsRequestBuilder($recommendationsCommand);
+
+        $interactionCommand = Interaction::detailView('userId1', 'itemId1');
+        $builder->addInteraction($interactionCommand);
+
+        $userMergeCommand = UserMerge::mergeFromSourceToTargetUser('sourceId1', 'targetId1');
+        $builder->addUserMerge($userMergeCommand);
+
+        $request = $builder->build();
+
+        $this->assertInstanceOf(Request::class, $request);
+        $this->assertSame(RequestMethodInterface::METHOD_POST, $request->getMethod());
+        $this->assertSame('/recommendations', $request->getPath());
+
+        $requestData = $request->getData();
+        $this->assertCount(3, $requestData);
+        $this->assertSame($interactionCommand, $requestData[0]);
+        $this->assertSame($userMergeCommand, $requestData[1]);
+        $this->assertSame($recommendationsCommand, $requestData[2]);
+    }
+
+    /** @test */
+    public function shouldThrowExceptionWhenSendingCommandsWithoutRequestManager(): void
+    {
+        $recommendationsCommand = UserRecommendation::create('userId1', 5, 'test-scenario', 0.5, 3600);
+        $builder = new RecommendationsRequestBuilder($recommendationsCommand);
+
+        $this->expectException(LogicException::class);
+        $this->expectExceptionMessage('Instance of RequestManager must be set to request builder');
+        $builder->send();
+    }
+
+    /** @test */
+    public function shouldSendRequestViaRequestManager(): void
+    {
+        $requestManagerMock = $this->createMock(RequestManager::class);
+        $requestManagerMock->expects($this->once())
+            ->method('sendRequest')
+            ->with($this->isInstanceOf(Request::class))
+            ->willReturn(new Response(0, 0, 0, 0));
+
+        $builder = new SortingRequestBuilder(Sorting::create('userId1', ['itemId1', 'itemId2']));
+        $builder->setRequestManager($requestManagerMock);
+        $builder->send();
+    }
+}
diff --git a/tests/RequestBuilder/RequestBuilderFactoryTest.php b/tests/RequestBuilder/RequestBuilderFactoryTest.php
index 87f297c..a29cf7f 100644
--- a/tests/RequestBuilder/RequestBuilderFactoryTest.php
+++ b/tests/RequestBuilder/RequestBuilderFactoryTest.php
@@ -6,6 +6,7 @@
 use Lmc\Matej\Model\Command\ItemProperty;
 use Lmc\Matej\Model\Command\ItemPropertySetup;
 use Lmc\Matej\Model\Command\Sorting;
+use Lmc\Matej\Model\Command\UserRecommendation;
 use Lmc\Matej\Model\Request;
 use Lmc\Matej\Model\Response;
 use PHPUnit\Framework\TestCase;
@@ -59,14 +60,17 @@ public function provideBuilderMethods(): array
             $builder->addItemProperty(ItemProperty::create('item-id', []));
         };
 
-        $sortingInit = function (SortingRequestBuilder $builder): void {
+        $voidInit = function ($builder): void {
         };
 
+        $userRecommendation = UserRecommendation::create('user-id', 1, 'test-scenario', 0.5, 3600);
+
         return [
             ['setupItemProperties', ItemPropertiesSetupRequestBuilder::class, $itemPropertiesSetupInit],
             ['deleteItemProperties', ItemPropertiesSetupRequestBuilder::class, $itemPropertiesSetupInit],
             ['events', EventsRequestBuilder::class, $eventInit],
-            ['sorting', SortingRequestBuilder::class, $sortingInit, Sorting::create('user-a', ['item-a', 'item-b', 'item-c'])],
+            ['sorting', SortingRequestBuilder::class, $voidInit, Sorting::create('user-a', ['item-a', 'item-b', 'item-c'])],
+            ['recommendations', RecommendationsRequestBuilder::class, $voidInit, $userRecommendation],
         ];
     }
 }