diff --git a/providers/amazon/src/airflow/providers/amazon/aws/transfers/gcs_to_s3.py b/providers/amazon/src/airflow/providers/amazon/aws/transfers/gcs_to_s3.py
index 61e6386cc8f9e..8f6644e09f693 100644
--- a/providers/amazon/src/airflow/providers/amazon/aws/transfers/gcs_to_s3.py
+++ b/providers/amazon/src/airflow/providers/amazon/aws/transfers/gcs_to_s3.py
@@ -31,6 +31,7 @@
 from airflow.providers.google.cloud.hooks.gcs import GCSHook
 
 if TYPE_CHECKING:
+    from airflow.providers.openlineage.extractors import OperatorLineage
     from airflow.utils.context import Context
 
 
@@ -206,3 +207,14 @@ def execute(self, context: Context) -> list[str]:
             self.log.info("In sync, no files needed to be uploaded to S3")
 
         return gcs_files
+
+    def get_openlineage_facets_on_start(self) -> OperatorLineage:
+        from airflow.providers.common.compat.openlineage.facet import Dataset
+        from airflow.providers.openlineage.extractors import OperatorLineage
+
+        bucket_name, s3_key = S3Hook.parse_s3_url(self.dest_s3_key)
+
+        return OperatorLineage(
+            inputs=[Dataset(namespace=f"gs://{self.gcs_bucket}", name=self.prefix or "/")],
+            outputs=[Dataset(namespace=f"s3://{bucket_name}", name=s3_key or "/")],
+        )
diff --git a/providers/amazon/tests/unit/amazon/aws/transfers/test_gcs_to_s3.py b/providers/amazon/tests/unit/amazon/aws/transfers/test_gcs_to_s3.py
index 50204a0251a8d..c64df03bc4fae 100644
--- a/providers/amazon/tests/unit/amazon/aws/transfers/test_gcs_to_s3.py
+++ b/providers/amazon/tests/unit/amazon/aws/transfers/test_gcs_to_s3.py
@@ -329,3 +329,33 @@ def test_execute_without_keep_director_structure(self, mock_hook):
             uploaded_files = operator.execute(None)
             assert sorted(MOCK_FILES) == sorted(uploaded_files)
             assert hook.check_for_prefix(bucket_name="bucket", prefix=PREFIX + "/", delimiter="/") is True
+
+    @pytest.mark.parametrize(
+        ("gcs_prefix", "dest_s3_key", "expected_input", "expected_output"),
+        [
+            ("dir/pre", "s3://bucket/dest_dir/", "dir/pre", "dest_dir/"),
+            ("dir/pre", "s3://bucket/dest_dir", "dir/pre", "dest_dir"),
+            ("dir/pre/", "s3://bucket/dest_dir/", "dir/pre/", "dest_dir/"),
+            ("dir/pre", "s3://bucket/", "dir/pre", "/"),
+            ("dir/pre", "s3://bucket", "dir/pre", "/"),
+            ("", "s3://bucket/", "/", "/"),
+            ("", "s3://bucket", "/", "/"),
+        ],
+    )
+    def test_get_openlineage_facets_on_start(self, gcs_prefix, dest_s3_key, expected_input, expected_output):
+        operator = GCSToS3Operator(
+            task_id=TASK_ID,
+            gcs_bucket=GCS_BUCKET,
+            prefix=gcs_prefix,
+            dest_s3_key=dest_s3_key,
+        )
+
+        result = operator.get_openlineage_facets_on_start()
+        assert not result.job_facets
+        assert not result.run_facets
+        assert len(result.outputs) == 1
+        assert len(result.inputs) == 1
+        assert result.outputs[0].namespace == S3_BUCKET.rstrip("/")
+        assert result.outputs[0].name == expected_output
+        assert result.inputs[0].namespace == f"gs://{GCS_BUCKET}"
+        assert result.inputs[0].name == expected_input