diff --git a/CHANGELOG.md b/CHANGELOG.md
index ede506f2b..922016575 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -22,6 +22,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 ### Bug Fixes
 - Fixing multiple issues reported in #497 ([#524](https://github.com/opensearch-project/neural-search/pull/524))
 - Fix Flaky test reported in #433 ([#533](https://github.com/opensearch-project/neural-search/pull/533))
+- Enable support for default model id on HybridQueryBuilder ([#541](https://github.com/opensearch-project/neural-search/pull/541))
 ### Infrastructure
 - BWC tests for Neural Search ([#515](https://github.com/opensearch-project/neural-search/pull/515))
 - Github action to run integ tests in secure opensearch cluster ([#535](https://github.com/opensearch-project/neural-search/pull/535))
diff --git a/src/main/java/org/opensearch/neuralsearch/query/HybridQueryBuilder.java b/src/main/java/org/opensearch/neuralsearch/query/HybridQueryBuilder.java
index bf7469359..a7da508bf 100644
--- a/src/main/java/org/opensearch/neuralsearch/query/HybridQueryBuilder.java
+++ b/src/main/java/org/opensearch/neuralsearch/query/HybridQueryBuilder.java
@@ -300,7 +300,6 @@ private Collection<Query> toQueries(Collection<QueryBuilder> queryBuilders, Quer
 
     /**
      * visit method to parse the HybridQueryBuilder by a visitor
-     * @return
      */
     @Override
     public void visit(QueryBuilderVisitor visitor) {
diff --git a/src/test/java/org/opensearch/neuralsearch/query/HybridQueryBuilderTests.java b/src/test/java/org/opensearch/neuralsearch/query/HybridQueryBuilderTests.java
index 7bae96780..8f062c425 100644
--- a/src/test/java/org/opensearch/neuralsearch/query/HybridQueryBuilderTests.java
+++ b/src/test/java/org/opensearch/neuralsearch/query/HybridQueryBuilderTests.java
@@ -20,6 +20,7 @@
 import java.util.Iterator;
 import java.util.List;
 import java.util.Map;
+import java.util.ArrayList;
 import java.util.function.Supplier;
 
 import org.apache.lucene.search.MatchNoDocsQuery;
@@ -52,6 +53,7 @@
 import org.opensearch.knn.index.query.KNNQueryBuilder;
 import org.opensearch.neuralsearch.util.NeuralSearchClusterTestUtils;
 import org.opensearch.neuralsearch.util.NeuralSearchClusterUtil;
+import static org.opensearch.neuralsearch.TestUtils.createTestVisitor;
 
 import com.carrotsearch.randomizedtesting.RandomizedTest;
 
@@ -708,6 +710,13 @@ public void testBoost_whenDefaultBoostSet_thenBuildSuccessfully() {
         assertNotNull(hybridQueryBuilder);
     }
 
+    public void testVisit() {
+        HybridQueryBuilder hybridQueryBuilder = new HybridQueryBuilder().add(new NeuralQueryBuilder()).add(new NeuralSparseQueryBuilder());
+        List<QueryBuilder> visitedQueries = new ArrayList<>();
+        hybridQueryBuilder.visit(createTestVisitor(visitedQueries));
+        assertEquals(3, visitedQueries.size());
+    }
+
     private Map<String, Object> getInnerMap(Object innerObject, String queryName, String fieldName) {
         if (!(innerObject instanceof Map)) {
             fail("field name does not map to nested object");
diff --git a/src/testFixtures/java/org/opensearch/neuralsearch/TestUtils.java b/src/testFixtures/java/org/opensearch/neuralsearch/TestUtils.java
index 99e396395..205352d3f 100644
--- a/src/testFixtures/java/org/opensearch/neuralsearch/TestUtils.java
+++ b/src/testFixtures/java/org/opensearch/neuralsearch/TestUtils.java
@@ -8,6 +8,8 @@
 import static org.junit.Assert.assertFalse;
 import static org.junit.Assert.assertNotNull;
 import static org.junit.Assert.assertTrue;
+import org.opensearch.index.query.QueryBuilder;
+import org.opensearch.index.query.QueryBuilderVisitor;
 import static org.opensearch.test.OpenSearchTestCase.randomFloat;
 
 import java.util.ArrayList;
@@ -310,4 +312,8 @@ public static String getModelId(Map<String, Object> pipeline, String processor)
 
         return (String) textEmbeddingProcessor.get("model_id");
     }
+
+    public static QueryBuilderVisitor createTestVisitor(List<QueryBuilder> visitedQueries) {
+        return QueryBuilderVisitor.NO_OP_VISITOR;
+    }
 }