diff --git a/crates/ruff_python_formatter/README.md b/crates/ruff_python_formatter/README.md
index 19f0c0065159e..d6ed9a96d8e26 100644
--- a/crates/ruff_python_formatter/README.md
+++ b/crates/ruff_python_formatter/README.md
@@ -19,7 +19,7 @@ filed in the issue tracker. If you've identified a new deviation, please [file a
 
 When run over _non_-Black-formatted code, the formatter makes some different decisions than Black,
 and so more deviations should be expected, especially around the treatment of end-of-line comments.
-For details, see [Black compatibility](https://docs.astral.sh/ruff/formatter/#black-compatibility).
+For details, see [Style Guide](https://docs.astral.sh/ruff/formatter/#style-guide).
 
 ## Getting started
 
diff --git a/docs/faq.md b/docs/faq.md
index 5e15dc63f19c8..431ada6329be2 100644
--- a/docs/faq.md
+++ b/docs/faq.md
@@ -28,7 +28,7 @@ to see a few differences on the margins, but the vast majority of your code shou
 When run over _non_-Black-formatted code, the formatter makes some different decisions than Black,
 and so more deviations should be expected, especially around the treatment of end-of-line comments.
 
-See [_Black compatibility_](formatter.md#black-compatibility) for more.
+See [_Style Guide_](formatter.md#style-guide) for more.
 
 ## How does Ruff's linter compare to Flake8?
 
diff --git a/docs/formatter.md b/docs/formatter.md
index 6c393c3b9135a..5a97f03c396ee 100644
--- a/docs/formatter.md
+++ b/docs/formatter.md
@@ -33,7 +33,7 @@ adoption is minimally disruptive for the vast majority of projects.
 
 Specifically, the formatter is intended to emit near-identical output when run over existing
 Black-formatted code. When run over extensive Black-formatted projects like Django and Zulip, > 99.9%
-of lines are formatted identically. (See: [_Black compatibility_](#black-compatibility).)
+of lines are formatted identically. (See: [_Style Guide](#style-guide).)
 
 Given this focus on Black compatibility, the formatter thus adheres to [Black's (stable) code style](https://black.readthedocs.io/en/stable/the_black_code_style/current_style.html),
 which aims for "consistency, generality, readability and reducing git diffs". To give you a sense