diff --git a/graphene_mongo/utils.py b/graphene_mongo/utils.py
index 51fc5b2..e5e6f18 100644
--- a/graphene_mongo/utils.py
+++ b/graphene_mongo/utils.py
@@ -35,8 +35,8 @@ def get_model_reference_fields(model, excluding=None):
     attributes = dict()
     for attr_name, attr in model._fields.items():
         if attr_name in excluding or not isinstance(
-            attr,
-            (mongoengine.fields.ReferenceField, mongoengine.fields.LazyReferenceField),
+                attr,
+                (mongoengine.fields.ReferenceField, mongoengine.fields.LazyReferenceField),
         ):
             continue
         attributes[attr_name] = attr
@@ -45,7 +45,7 @@ def get_model_reference_fields(model, excluding=None):
 
 def is_valid_mongoengine_model(model):
     return inspect.isclass(model) and (
-        issubclass(model, mongoengine.Document) or issubclass(model, mongoengine.EmbeddedDocument)
+            issubclass(model, mongoengine.Document) or issubclass(model, mongoengine.EmbeddedDocument)
     )
 
 
@@ -182,19 +182,18 @@ def has_page_info(info):
         info (ResolveInfo)
 
     Returns:
-        dict: Returned from collect_query_fields
+        bool: True if it received pageinfo
     """
 
     fragments = {}
+    if not info:
+        return True  # Returning True if invalid info is provided
     node = ast_to_dict(info.field_nodes[0])
-
     for name, value in info.fragments.items():
         fragments[name] = ast_to_dict(value)
 
     query = collect_query_fields(node, fragments)
-    # if "PageInfo" in query:
-    #     return query["edges"]["node"].keys()
-    return bool("PageInfo" in query)
+    return next((True for x in query.keys() if x.lower() == "pageinfo"), False)
 
 
 def ast_to_dict(node, include_loc=False):
@@ -257,7 +256,7 @@ def find_skip_and_limit(first, last, after, before, count=None):
 
 
 def connection_from_iterables(
-    edges, start_offset, has_previous_page, has_next_page, connection_type, edge_type, pageinfo_type
+        edges, start_offset, has_previous_page, has_next_page, connection_type, edge_type, pageinfo_type
 ):
     edges_items = [
         edge_type(
@@ -281,9 +280,9 @@ def connection_from_iterables(
 
 
 def sync_to_async(
-    func: Callable = None,
-    thread_sensitive: bool = False,
-    executor: Any = None,  # noqa
+        func: Callable = None,
+        thread_sensitive: bool = False,
+        executor: Any = None,  # noqa
 ) -> Union[SyncToAsync, Callable[[Callable[..., Any]], SyncToAsync]]:
     """
     Wrapper over sync_to_async from asgiref.sync