diff --git a/src/Language/Json/Type.hs b/src/Language/Json/Type.hs
index 672d4bf..9b8d384 100644
--- a/src/Language/Json/Type.hs
+++ b/src/Language/Json/Type.hs
@@ -2,7 +2,7 @@
 {-# LANGUAGE LambdaCase #-}
 {-# LANGUAGE DerivingVia #-}
 {-# LANGUAGE DeriveGeneric #-}
-module Language.Json.Type (infer, Type(..)) where
+module Language.Json.Type (infer, Type(..), isObject) where
 import Data.Map.Strict (Map)
 import Data.Text (Text)
 import Data.Set (Set)
@@ -38,15 +38,27 @@ instance Semigroup Type where
         mergeMatched = (Map.zipWithMatched $ const (<>)) -- merge keys present in both maps
         unionNull    = (Map.mapMissing $ const (<> Null)) -- mark keys missing in either map as nullable
         in Object $ Map.merge unionNull unionNull mergeMatched fieldsA fieldsB
-      (Union typesA, Union typesB) -> Union $ Set.union typesA typesB
-      (Union typesA, _) -> Union $ Set.insert b typesA
-      (_, Union typesB) -> Union $ Set.insert a typesB
-      _ -> Union $ Set.fromList [a, b]
+      (Union typesA, Union typesB) -> Union . mergeUnionObjects $ Set.union typesA typesB
+      (Union typesA, _) -> Union . mergeUnionObjects $ Set.insert b typesA
+      (_, Union typesB) -> Union . mergeUnionObjects $ Set.insert a typesB
+      _ -> Union . mergeUnionObjects $ Set.fromList [a, b]
 
 instance Monoid Type where
   mempty :: Type
   mempty = All
 
+mergeUnionObjects :: Set Type -> Set Type
+mergeUnionObjects set = let
+  (objects, rest) = Set.partition isObject set
+  in if Set.null objects
+    then rest
+    else Set.insert (Set.foldl (<>) mempty objects) rest
+
+isObject :: Type -> Bool
+isObject = \case
+  Object _ -> True
+  _ -> False
+
 infer :: Json.Value -> Type
 infer = \case
   Value.Null -> Null