diff --git a/pyupgrade/_plugins/imports.py b/pyupgrade/_plugins/imports.py
index 2883f958..8a11ca41 100644
--- a/pyupgrade/_plugins/imports.py
+++ b/pyupgrade/_plugins/imports.py
@@ -10,7 +10,6 @@
 
 from tokenize_rt import Offset
 from tokenize_rt import Token
-from tokenize_rt import UNIMPORTANT_WS
 
 from pyupgrade._ast_helpers import ast_to_offset
 from pyupgrade._data import register
@@ -18,6 +17,7 @@
 from pyupgrade._data import TokenFunc
 from pyupgrade._token_helpers import find_end
 from pyupgrade._token_helpers import find_token
+from pyupgrade._token_helpers import indented_amount
 
 # GENERATED VIA generate-imports
 # Using reorder-python-imports==3.6.0
@@ -335,17 +335,10 @@ def _replace_from_mixed(
         exact_moves: list[tuple[int, str, ast.alias]],
         module_moves: list[tuple[int, str, ast.alias]],
 ) -> None:
-    if i == 0:
-        indent = ''
-    elif tokens[i - 1].name in {UNIMPORTANT_WS, 'INDENT'}:
-        if tokens[i - 2].name in {'NL', 'NEWLINE', 'DEDENT'}:
-            indent = tokens[i - 1].src
-        else:  # inline import
-            return
-    elif tokens[i - 1].name not in {'NL', 'NEWLINE', 'DEDENT'}:
-        return  # inline import
-    else:
-        indent = ''
+    try:
+        indent = indented_amount(i, tokens)
+    except ValueError:
+        return
 
     parsed = _parse_from_import(i, tokens)
 
@@ -361,7 +354,7 @@ def _replace_from_mixed(
         if new_mod:
             added_from_imports[new_mod].append(_alias_to_s(new_alias))
         else:
-            new_imports.append(f'import {_alias_to_s(new_alias)}\n')
+            new_imports.append(f'{indent}import {_alias_to_s(new_alias)}\n')
         bisect.insort(removal_idxs, idx)
 
     new_imports.extend(
@@ -450,6 +443,11 @@ def _replace_import(
         exact_moves: list[tuple[int, str, ast.alias]],
         to_from: list[tuple[int, str, str, ast.alias]],
 ) -> None:
+    try:
+        indent = indented_amount(i, tokens)
+    except ValueError:
+        return
+
     end = find_end(tokens, i)
 
     parts = []
@@ -474,7 +472,7 @@ def _replace_import(
         tokens[slice(*parts[idx])] = [Token('CODE', _alias_to_s(new_alias))]
 
     new_imports = sorted(
-        f'from {new_mod} import '
+        f'{indent}from {new_mod} import '
         f'{_alias_to_s(ast.alias(name=new_sym, asname=alias.asname))}\n'
         for _, new_mod, new_sym, alias in to_from
     )
diff --git a/pyupgrade/_token_helpers.py b/pyupgrade/_token_helpers.py
index 36e7f796..8a8e916f 100644
--- a/pyupgrade/_token_helpers.py
+++ b/pyupgrade/_token_helpers.py
@@ -515,3 +515,17 @@ def replace_list_comp_brackets(i: int, tokens: list[Token]) -> None:
     end = find_closing_bracket(tokens, start)
     tokens[end] = Token('OP', ')')
     tokens[start] = Token('OP', '(')
+
+
+def indented_amount(i: int, tokens: list[Token]) -> str:
+    if i == 0:
+        return ''
+    elif i >= 2 and tokens[i - 1].name in {UNIMPORTANT_WS, 'INDENT'}:
+        if tokens[i - 2].name in {'NL', 'NEWLINE', 'DEDENT'}:
+            return tokens[i - 1].src
+        else:  # inline import
+            raise ValueError('not at beginning of line')
+    elif tokens[i - 1].name not in {'NL', 'NEWLINE', 'DEDENT'}:
+        raise ValueError('not at beginning of line')
+    else:
+        return ''
diff --git a/tests/features/import_replaces_test.py b/tests/features/import_replaces_test.py
index 5f3392c8..d53acbe0 100644
--- a/tests/features/import_replaces_test.py
+++ b/tests/features/import_replaces_test.py
@@ -23,12 +23,17 @@
         pytest.param(
             'if True: from six.moves import getcwd, StringIO\n',
             (3,),
-            id='play stupid games, win stupid prizes pt1',
+            id='inline from-import with space',
         ),
         pytest.param(
             'if True:from six.moves import getcwd, StringIO\n',
             (3,),
-            id='play stupid games, win stupid prizes pt2',
+            id='inline from-import without space',
+        ),
+        pytest.param(
+            'if True:import mock, sys\n',
+            (3,),
+            id='inline import-import',
         ),
         pytest.param(
             'import xml.etree.cElementTree',
@@ -136,7 +141,16 @@ def test_mock_noop_keep_mock():
             'if True:\n'
             '    from collections import Counter\n'
             '    from collections.abc import Mapping\n',
-            id='indented import being added',
+            id='indented from-import being added',
+        ),
+        pytest.param(
+            'if True:\n'
+            '    from six.moves import queue, urllib_request\n',
+            (3,),
+            'if True:\n'
+            '    from six.moves import urllib_request\n'
+            '    import queue\n',
+            id='indented import-import being added',
         ),
         pytest.param(
             'if True:\n'