diff --git a/sentry_sdk/integrations/celery/__init__.py b/sentry_sdk/integrations/celery/__init__.py
index b3cbfe8acb..9f82b6f386 100644
--- a/sentry_sdk/integrations/celery/__init__.py
+++ b/sentry_sdk/integrations/celery/__init__.py
@@ -318,18 +318,30 @@ def _wrap_task_call(task, f):
     # see it. Also celery's reported stacktrace is untrustworthy.
 
     # functools.wraps is important here because celery-once looks at this
-    # method's name.
+    # method's name. @ensure_integration_enabled internally calls functools.wraps,
+    # but if we ever remove the @ensure_integration_enabled decorator, we need
+    # to add @functools.wraps(f) here.
     # https://github.com/getsentry/sentry-python/issues/421
-    @wraps(f)
+    @ensure_integration_enabled(CeleryIntegration, f)
     def _inner(*args, **kwargs):
-        # type: (*Any, **Any) -> Any
-        try:
-            return f(*args, **kwargs)
-        except Exception:
-            exc_info = sys.exc_info()
+        with sentry_sdk.start_span(
+            op=OP.QUEUE_TASK_CELERY, description=task.name
+        ) as span:
             with capture_internal_exceptions():
-                _capture_exception(task, exc_info)
-            reraise(*exc_info)
+                delivery_info = task.request.delivery_info
+                routing_key = delivery_info.get("routing_key")
+                if delivery_info.get("exchange") == "" and routing_key is not None:
+                    # Empty exchange indicates the default exchange, meaning the tasks
+                    # are sent to the queue with the same name as the routing key.
+                    span.set_data("messaging.destination.name", routing_key)
+
+            try:
+                return f(*args, **kwargs)
+            except Exception:
+                exc_info = sys.exc_info()
+                with capture_internal_exceptions():
+                    _capture_exception(task, exc_info)
+                reraise(*exc_info)
 
     return _inner  # type: ignore