diff --git a/mypy/checker_shared.py b/mypy/checker_shared.py
index 2a8fbdb0c9f1..0014d2c6fc88 100644
--- a/mypy/checker_shared.py
+++ b/mypy/checker_shared.py
@@ -272,6 +272,10 @@ def checking_await_set(self) -> Iterator[None]:
     def get_precise_awaitable_type(self, typ: Type, local_errors: ErrorWatcher) -> Type | None:
         raise NotImplementedError
 
+    @abstractmethod
+    def add_any_attribute_to_type(self, typ: Type, name: str) -> Type:
+        raise NotImplementedError
+
     @abstractmethod
     def is_defined_in_stub(self, typ: Instance, /) -> bool:
         raise NotImplementedError
diff --git a/mypy/checkpattern.py b/mypy/checkpattern.py
index 48840466f0d8..21bffa8c1af6 100644
--- a/mypy/checkpattern.py
+++ b/mypy/checkpattern.py
@@ -671,12 +671,15 @@ def visit_class_pattern(self, o: ClassPattern) -> PatternType:
                 has_local_errors = local_errors.has_new_errors()
             if has_local_errors or key_type is None:
                 key_type = AnyType(TypeOfAny.from_error)
-                self.msg.fail(
-                    message_registry.CLASS_PATTERN_UNKNOWN_KEYWORD.format(
-                        typ.str_with_options(self.options), keyword
-                    ),
-                    pattern,
-                )
+                if not (type_info and type_info.fullname == "builtins.object"):
+                    self.msg.fail(
+                        message_registry.CLASS_PATTERN_UNKNOWN_KEYWORD.format(
+                            typ.str_with_options(self.options), keyword
+                        ),
+                        pattern,
+                    )
+                elif keyword is not None:
+                    new_type = self.chk.add_any_attribute_to_type(new_type, keyword)
 
             inner_type, inner_rest_type, inner_captures = self.accept(pattern, key_type)
             if is_uninhabited(inner_type):
diff --git a/test-data/unit/check-python310.test b/test-data/unit/check-python310.test
index f264167cb067..20dccdea39db 100644
--- a/test-data/unit/check-python310.test
+++ b/test-data/unit/check-python310.test
@@ -1002,15 +1002,24 @@ match m:
 [builtins fixtures/tuple.pyi]
 
 [case testMatchClassPatternNonexistentKeyword]
+from typing import Any
 class A: ...
 
 m: object
+n: Any
 
 match m:
     case A(a=j):  # E: Class "__main__.A" has no attribute "a"
         reveal_type(m)  # N: Revealed type is "__main__.A"
         reveal_type(j)  # N: Revealed type is "Any"
 
+match n:
+    # Matching against object should not emit an error for non-existing keys
+    case object(a=k):
+        reveal_type(n)  # N: Revealed type is "builtins.object"
+        reveal_type(n.a)  # N: Revealed type is "Any"
+        reveal_type(k)  # N: Revealed type is "Any"
+
 [case testMatchClassPatternDuplicateKeyword]
 class A:
     a: str