diff --git a/mypy/build.py b/mypy/build.py
index cbf7b0b6f5b5..bc5fc822df5c 100644
--- a/mypy/build.py
+++ b/mypy/build.py
@@ -35,7 +35,7 @@
 from mypy.errors import Errors, CompileError, ErrorInfo, report_internal_error
 from mypy.util import (
     DecodeError, decode_python_encoding, is_sub_path, get_mypy_comments, module_prefix,
-    read_py_file, hash_digest, is_typeshed_file, is_stub_package_file
+    read_py_file, hash_digest, is_typeshed_file, is_stub_package_file, get_top_two_prefixes
 )
 if TYPE_CHECKING:
     from mypy.report import Reports  # Avoid unconditional slow import
@@ -2443,13 +2443,13 @@ def find_module_and_diagnose(manager: BuildManager,
         # search path or the module has not been installed.
 
         ignore_missing_imports = options.ignore_missing_imports
-        top_level = file_id.partition('.')[0]
+        top_level, second_level = get_top_two_prefixes(file_id)
         # Don't honor a global (not per-module) ignore_missing_imports
         # setting for modules that used to have bundled stubs, as
         # otherwise updating mypy can silently result in new false
         # negatives.
         global_ignore_missing_imports = manager.options.ignore_missing_imports
-        if (top_level in legacy_bundled_packages
+        if ((top_level in legacy_bundled_packages or second_level in legacy_bundled_packages)
                 and global_ignore_missing_imports
                 and not options.ignore_missing_imports_per_module):
             ignore_missing_imports = False
@@ -2553,7 +2553,9 @@ def module_not_found(manager: BuildManager, line: int, caller_state: State,
         msg, notes = reason.error_message_templates(daemon)
         pyver = '%d.%d' % manager.options.python_version
         errors.report(line, 0, msg.format(module=target, pyver=pyver), code=codes.IMPORT)
-        top_level = target.partition('.')[0]
+        top_level, second_level = get_top_two_prefixes(target)
+        if second_level in legacy_bundled_packages:
+            top_level = second_level
         for note in notes:
             if '{stub_dist}' in note:
                 note = note.format(stub_dist=legacy_bundled_packages[top_level])
diff --git a/mypy/modulefinder.py b/mypy/modulefinder.py
index 41e60cedb5cd..f9450c562ee3 100644
--- a/mypy/modulefinder.py
+++ b/mypy/modulefinder.py
@@ -230,7 +230,8 @@ def _find_module_non_stub_helper(self, components: List[str],
             elif not plausible_match and (self.fscache.isdir(dir_path)
                                           or self.fscache.isfile(dir_path + ".py")):
                 plausible_match = True
-        if components[0] in legacy_bundled_packages:
+        if (components[0] in legacy_bundled_packages
+                or '.'.join(components[:2]) in legacy_bundled_packages):
             return ModuleNotFoundReason.APPROVED_STUBS_NOT_INSTALLED
         elif plausible_match:
             return ModuleNotFoundReason.FOUND_WITHOUT_TYPE_HINTS
diff --git a/mypy/stubinfo.py b/mypy/stubinfo.py
index 284dcaf16bf5..06be24541ed1 100644
--- a/mypy/stubinfo.py
+++ b/mypy/stubinfo.py
@@ -1,6 +1,8 @@
 # Stubs for these third-party packages used to be shipped with mypy.
 #
 # Map package name to PyPI stub distribution name.
+#
+# Package name can have one or two components ('a' or 'a.b').
 legacy_bundled_packages = {
     'aiofiles': 'types-aiofiles',
     'atomicwrites': 'types-atomicwrites',
@@ -36,7 +38,7 @@
     'frozendict': 'types-frozendict',
     'geoip2': 'types-geoip2',
     'gflags': 'types-python-gflags',
-    'google': 'types-protobuf',
+    'google.protobuf': 'types-protobuf',
     'ipaddress': 'types-ipaddress',
     'itsdangerous': 'types-itsdangerous',
     'jinja2': 'types-Jinja2',
diff --git a/mypy/util.py b/mypy/util.py
index e34dffcd3ab0..79475972a57a 100644
--- a/mypy/util.py
+++ b/mypy/util.py
@@ -284,6 +284,17 @@ def get_prefix(fullname: str) -> str:
     return fullname.rsplit('.', 1)[0]
 
 
+def get_top_two_prefixes(fullname: str) -> Tuple[str, str]:
+    """Return one and two component prefixes of a fully qualified name.
+
+    Given 'a.b.c.d', return ('a', 'a.b').
+
+    If fullname has only one component, return (fullname, fullname).
+    """
+    components = fullname.split('.', 3)
+    return components[0], '.'.join(components[:2])
+
+
 def correct_relative_import(cur_mod_id: str,
                             relative: int,
                             target: str,
diff --git a/test-data/unit/check-modules.test b/test-data/unit/check-modules.test
index 643488ec4158..9a68b00b6007 100644
--- a/test-data/unit/check-modules.test
+++ b/test-data/unit/check-modules.test
@@ -3094,3 +3094,16 @@ ignore_missing_imports = true
 \[[tool.mypy.overrides]]
 module = "foobar1"
 ignore_missing_imports = true
+
+[case testIgnoreErrorFromGoogleCloud]
+# flags: --ignore-missing-imports
+import google.cloud
+from google.cloud import x
+
+[case testErrorFromGoogleCloud]
+import google.cloud
+from google.cloud import x
+[out]
+main:1: error: Cannot find implementation or library stub for module named "google.cloud"
+main:1: note: See https://mypy.readthedocs.io/en/stable/running_mypy.html#missing-imports
+main:1: error: Cannot find implementation or library stub for module named "google"