diff --git a/dev/update_datafusion_versions.py b/dev/update_datafusion_versions.py
index cf72e5a4159dc..2d06025310c21 100755
--- a/dev/update_datafusion_versions.py
+++ b/dev/update_datafusion_versions.py
@@ -48,7 +48,6 @@
     'datafusion-benchmarks': 'benchmarks/Cargo.toml',
     'datafusion-cli': 'datafusion-cli/Cargo.toml',
     'datafusion-examples': 'datafusion-examples/Cargo.toml',
-    'datafusion-docs': 'docs/Cargo.toml',
 }
 
 def update_workspace_version(new_version: str):
@@ -116,7 +115,8 @@ def update_docs(path: str, new_version: str):
     with open(path, 'r+') as fd:
         content = fd.read()
         fd.seek(0)
-        content = re.sub(r'datafusion = "(.+)"', f'datafusion = "{new_version}"', content)
+        content = re.sub(r'datafusion = "(.+?)"', f'datafusion = "{new_version}"', content)
+        content = re.sub(r'datafusion = { version = "(.+?)"', f'datafusion = {{ version = "{new_version}"', content)
         fd.write(content)
 
 
@@ -144,6 +144,9 @@ def main():
         update_downstream_versions(cargo_toml, new_version)
 
     update_docs("README.md", new_version)
+    update_docs("docs/source/download.md", new_version)
+    update_docs("docs/source/user-guide/example-usage.md", new_version)
+    update_docs("docs/source/user-guide/crate-configuration.md", new_version)
 
 
 if __name__ == "__main__":
diff --git a/docs/source/download.md b/docs/source/download.md
index 7a62e398c02b5..e358f39940cdb 100644
--- a/docs/source/download.md
+++ b/docs/source/download.md
@@ -26,7 +26,7 @@ For example:
 
 ```toml
 [dependencies]
-datafusion = "41.0.0"
+datafusion = "52.0.0"
 ```
 
 While DataFusion is distributed via [crates.io] as a convenience, the
diff --git a/docs/source/user-guide/crate-configuration.md b/docs/source/user-guide/crate-configuration.md
index 83a46b50c004f..a277d201c0866 100644
--- a/docs/source/user-guide/crate-configuration.md
+++ b/docs/source/user-guide/crate-configuration.md
@@ -155,7 +155,7 @@ By default, Datafusion returns errors as a plain text message. You can enable mo
 such as backtraces by enabling the `backtrace` feature to your `Cargo.toml` file like this:
 
 ```toml
-datafusion = { version = "31.0.0", features = ["backtrace"]}
+datafusion = { version = "52.0.0", features = ["backtrace"]}
 ```
 
 Set environment [variables](https://doc.rust-lang.org/std/backtrace/index.html#environment-variables)
diff --git a/docs/source/user-guide/example-usage.md b/docs/source/user-guide/example-usage.md
index 6108315f398aa..0c8a990ed1bdb 100644
--- a/docs/source/user-guide/example-usage.md
+++ b/docs/source/user-guide/example-usage.md
@@ -29,7 +29,7 @@ Find latest available Datafusion version on [DataFusion's
 crates.io] page. Add the dependency to your `Cargo.toml` file:
 
 ```toml
-datafusion = "latest_version"
+datafusion = "52.0.0"
 tokio = { version = "1.0", features = ["rt-multi-thread"] }
 ```