diff --git a/src/sphinx_autodoc_typehints/__init__.py b/src/sphinx_autodoc_typehints/__init__.py
index 6002019..9687626 100644
--- a/src/sphinx_autodoc_typehints/__init__.py
+++ b/src/sphinx_autodoc_typehints/__init__.py
@@ -169,6 +169,18 @@ def format_internal_tuple(t: tuple[Any, ...], config: Config) -> str:
     return f"({', '.join(fmt)})"
 
 
+def fixup_module_name(config: Config, module: str) -> str:
+    if config.typehints_fixup_module_name:
+        module = config.typehints_fixup_module_name(module)
+
+    if module == "typing_extensions":
+        module = "typing"
+
+    if module == "_io":
+        module = "io"
+    return module
+
+
 def format_annotation(annotation: Any, config: Config) -> str:  # noqa: C901, PLR0911, PLR0912, PLR0915, PLR0914
     """
     Format the annotation.
@@ -204,13 +216,7 @@ def format_annotation(annotation: Any, config: Config) -> str:  # noqa: C901, PL
     except ValueError:
         return str(annotation).strip("'")
 
-    # Redirect all typing_extensions types to the stdlib typing module
-    if module == "typing_extensions":
-        module = "typing"
-
-    if module == "_io":
-        module = "io"
-
+    module = fixup_module_name(config, module)
     full_name = f"{module}.{class_name}" if module != "builtins" else class_name
     fully_qualified: bool = getattr(config, "typehints_fully_qualified", False)
     prefix = "" if fully_qualified or full_name == class_name else "~"
@@ -967,6 +973,7 @@ def setup(app: Sphinx) -> dict[str, bool]:
     app.add_config_value("typehints_formatter", None, "env")
     app.add_config_value("typehints_use_signature", False, "env")  # noqa: FBT003
     app.add_config_value("typehints_use_signature_return", False, "env")  # noqa: FBT003
+    app.add_config_value("typehints_fixup_module_name", None, "env")
     app.add_role("sphinx_autodoc_typehints_type", sphinx_autodoc_typehints_type_role)
     app.connect("env-before-read-docs", validate_config)  # config may be changed after “config-inited” event
     app.connect("autodoc-process-signature", process_signature)
diff --git a/tests/roots/test-dummy/export_module.py b/tests/roots/test-dummy/export_module.py
new file mode 100644
index 0000000..0fa35a8
--- /dev/null
+++ b/tests/roots/test-dummy/export_module.py
@@ -0,0 +1,5 @@
+from __future__ import annotations
+
+from wrong_module_path import A, f
+
+__all__ = ["A", "f"]
diff --git a/tests/roots/test-dummy/wrong_module_path.py b/tests/roots/test-dummy/wrong_module_path.py
new file mode 100644
index 0000000..e5542ed
--- /dev/null
+++ b/tests/roots/test-dummy/wrong_module_path.py
@@ -0,0 +1,9 @@
+from __future__ import annotations
+
+
+class A:
+    pass
+
+
+def f() -> A:
+    pass
diff --git a/tests/roots/test-dummy/wrong_module_path.rst b/tests/roots/test-dummy/wrong_module_path.rst
new file mode 100644
index 0000000..1919331
--- /dev/null
+++ b/tests/roots/test-dummy/wrong_module_path.rst
@@ -0,0 +1,3 @@
+.. class:: export_module.A
+
+.. autofunction:: export_module.f
diff --git a/tests/test_integration.py b/tests/test_integration.py
index 8d732d9..f738053 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -1373,6 +1373,7 @@ def test_integration(
     (Path(app.srcdir) / "index.rst").write_text(template.format(val.__name__))
     app.config.__dict__.update(configs[conf_run])
     app.config.__dict__.update(val.OPTIONS)
+    app.config.nitpicky = True
     monkeypatch.setitem(sys.modules, "mod", sys.modules[__name__])
     app.build()
     assert "build succeeded" in status.getvalue()  # Build succeeded
diff --git a/tests/test_sphinx_autodoc_typehints.py b/tests/test_sphinx_autodoc_typehints.py
index 93df0fe..f6aa487 100644
--- a/tests/test_sphinx_autodoc_typehints.py
+++ b/tests/test_sphinx_autodoc_typehints.py
@@ -1123,3 +1123,25 @@ def test_default_annotation_without_typehints(app: SphinxTestApp, status: String
           "str"
     """
     assert text_contents == dedent(expected_contents)
+
+
+@pytest.mark.sphinx("text", testroot="dummy")
+@patch("sphinx.writers.text.MAXWIDTH", 2000)
+def test_wrong_module_path(app: SphinxTestApp, status: StringIO, warning: StringIO) -> None:
+    set_python_path()
+
+    app.config.master_doc = "wrong_module_path"  # create flag
+    app.config.default_role = "literal"
+    app.config.nitpicky = True
+
+    def fixup_module_name(mod: str) -> str:
+        if not mod.startswith("wrong_module_path"):
+            return mod
+        return "export_module" + mod.removeprefix("wrong_module_path")
+
+    app.config.suppress_warnings = ["config.cache"]
+    app.config.typehints_fixup_module_name = fixup_module_name
+    app.build()
+
+    assert "build succeeded" in status.getvalue()  # Build succeeded
+    assert not warning.getvalue().strip()