diff --git a/crates/ruff/resources/test/fixtures/pyupgrade/UP012.py b/crates/ruff/resources/test/fixtures/pyupgrade/UP012.py
index af589f15f5..266e8431cc 100644
--- a/crates/ruff/resources/test/fixtures/pyupgrade/UP012.py
+++ b/crates/ruff/resources/test/fixtures/pyupgrade/UP012.py
@@ -59,3 +59,14 @@ u"foo".encode("utf-8")  # b"foo"
 R"foo\o".encode("utf-8")  # br"foo\o"
 U"foo".encode("utf-8")  # b"foo"
 print("foo".encode())  # print(b"foo")
+
+# `encode` on parenthesized strings.
+(
+    "abc"
+    "def"
+).encode()
+
+((
+    "abc"
+    "def"
+)).encode()
diff --git a/crates/ruff/src/rules/pyupgrade/rules/unnecessary_encode_utf8.rs b/crates/ruff/src/rules/pyupgrade/rules/unnecessary_encode_utf8.rs
index f80d01e828..5b7613bdda 100644
--- a/crates/ruff/src/rules/pyupgrade/rules/unnecessary_encode_utf8.rs
+++ b/crates/ruff/src/rules/pyupgrade/rules/unnecessary_encode_utf8.rs
@@ -107,27 +107,27 @@ fn match_encoding_arg<'a>(args: &'a [Expr], kwargs: &'a [Keyword]) -> Option<Enc
 }
 
 /// Return a [`Fix`] replacing the call to encode with a byte string.
-fn replace_with_bytes_literal(locator: &Locator, expr: &Expr, constant: &Expr) -> Fix {
+fn replace_with_bytes_literal(locator: &Locator, expr: &Expr) -> Fix {
     // Build up a replacement string by prefixing all string tokens with `b`.
-    let contents = locator.slice(constant.range());
+    let contents = locator.slice(expr.range());
     let mut replacement = String::with_capacity(contents.len() + 1);
-    let mut prev = None;
-    for (tok, range) in lexer::lex_located(contents, Mode::Module, constant.start()).flatten() {
-        if matches!(tok, Tok::String { .. }) {
-            if let Some(prev) = prev {
+    let mut prev = expr.start();
+    for (tok, range) in lexer::lex_located(contents, Mode::Module, expr.start()).flatten() {
+        match tok {
+            Tok::Dot => break,
+            Tok::String { .. } => {
                 replacement.push_str(locator.slice(TextRange::new(prev, range.start())));
+                let string = locator.slice(range);
+                replacement.push_str(&format!(
+                    "b{}",
+                    &string.trim_start_matches('u').trim_start_matches('U')
+                ));
             }
-            let string = locator.slice(range);
-            replacement.push_str(&format!(
-                "b{}",
-                &string.trim_start_matches('u').trim_start_matches('U')
-            ));
-        } else {
-            if let Some(prev) = prev {
+            _ => {
                 replacement.push_str(locator.slice(TextRange::new(prev, range.end())));
             }
         }
-        prev = Some(range.end());
+        prev = range.end();
     }
     Fix::unspecified(Edit::range_replacement(replacement, expr.range()))
 }
@@ -159,11 +159,7 @@ pub fn unnecessary_encode_utf8(
                         expr.range(),
                     );
                     if checker.patch(Rule::UnnecessaryEncodeUTF8) {
-                        diagnostic.set_fix(replace_with_bytes_literal(
-                            checker.locator,
-                            expr,
-                            variable,
-                        ));
+                        diagnostic.set_fix(replace_with_bytes_literal(checker.locator, expr));
                     }
                     checker.diagnostics.push(diagnostic);
                 } else if let EncodingArg::Keyword(kwarg) = encoding_arg {
diff --git a/crates/ruff/src/rules/pyupgrade/snapshots/ruff__rules__pyupgrade__tests__UP012.py.snap b/crates/ruff/src/rules/pyupgrade/snapshots/ruff__rules__pyupgrade__tests__UP012.py.snap
index 485ba36a2a..1006d7fcb3 100644
--- a/crates/ruff/src/rules/pyupgrade/snapshots/ruff__rules__pyupgrade__tests__UP012.py.snap
+++ b/crates/ruff/src/rules/pyupgrade/snapshots/ruff__rules__pyupgrade__tests__UP012.py.snap
@@ -373,6 +373,7 @@ UP012.py:59:1: UP012 [*] Unnecessary call to `encode` as UTF-8
    59 |+bR"foo\o"  # br"foo\o"
 60 60 | U"foo".encode("utf-8")  # b"foo"
 61 61 | print("foo".encode())  # print(b"foo")
+62 62 | 
 
 UP012.py:60:1: UP012 [*] Unnecessary call to `encode` as UTF-8
    |
@@ -391,6 +392,8 @@ UP012.py:60:1: UP012 [*] Unnecessary call to `encode` as UTF-8
 60    |-U"foo".encode("utf-8")  # b"foo"
    60 |+b"foo"  # b"foo"
 61 61 | print("foo".encode())  # print(b"foo")
+62 62 | 
+63 63 | # `encode` on parenthesized strings.
 
 UP012.py:61:7: UP012 [*] Unnecessary call to `encode` as UTF-8
    |
@@ -398,6 +401,8 @@ UP012.py:61:7: UP012 [*] Unnecessary call to `encode` as UTF-8
 62 | U"foo".encode("utf-8")  # b"foo"
 63 | print("foo".encode())  # print(b"foo")
    |       ^^^^^^^^^^^^^^ UP012
+64 | 
+65 | # `encode` on parenthesized strings.
    |
    = help: Rewrite as bytes literal
 
@@ -407,5 +412,58 @@ UP012.py:61:7: UP012 [*] Unnecessary call to `encode` as UTF-8
 60 60 | U"foo".encode("utf-8")  # b"foo"
 61    |-print("foo".encode())  # print(b"foo")
    61 |+print(b"foo")  # print(b"foo")
+62 62 | 
+63 63 | # `encode` on parenthesized strings.
+64 64 | (
+
+UP012.py:64:1: UP012 [*] Unnecessary call to `encode` as UTF-8
+   |
+64 |   # `encode` on parenthesized strings.
+65 | / (
+66 | |     "abc"
+67 | |     "def"
+68 | | ).encode()
+   | |__________^ UP012
+69 |   
+70 |   ((
+   |
+   = help: Rewrite as bytes literal
+
+ℹ Suggested fix
+62 62 | 
+63 63 | # `encode` on parenthesized strings.
+64 64 | (
+65    |-    "abc"
+66    |-    "def"
+67    |-).encode()
+   65 |+    b"abc"
+   66 |+    b"def"
+   67 |+)
+68 68 | 
+69 69 | ((
+70 70 |     "abc"
+
+UP012.py:69:1: UP012 [*] Unnecessary call to `encode` as UTF-8
+   |
+69 |   ).encode()
+70 |   
+71 | / ((
+72 | |     "abc"
+73 | |     "def"
+74 | | )).encode()
+   | |___________^ UP012
+   |
+   = help: Rewrite as bytes literal
+
+ℹ Suggested fix
+67 67 | ).encode()
+68 68 | 
+69 69 | ((
+70    |-    "abc"
+71    |-    "def"
+72    |-)).encode()
+   70 |+    b"abc"
+   71 |+    b"def"
+   72 |+))