diff --git a/docs/book/src/plugins/go-v2-plugin.md b/docs/book/src/plugins/go-v2-plugin.md
index ad7f39f2673..5bf9dd9a1b9 100644
--- a/docs/book/src/plugins/go-v2-plugin.md
+++ b/docs/book/src/plugins/go-v2-plugin.md
@@ -14,6 +14,8 @@ Only if you are looking to scaffold a project with the legacy layout. Otherwise,
 
 <aside class="note warning">
 
+<h1> Note </h1>
+
 Be aware that this plugin version does not provide a scaffold compatible with the latest versions of the dependencies used in order to keep its backwards compatibility. 
 
 </aside>
@@ -27,6 +29,8 @@ kubebuilder init --domain tutorial.kubebuilder.io --repo tutorial.kubebuilder.io
 ```
 <aside class="note">
 
+<h1> Note </h1>
+
 By creating a project with this plugin, the PROJECT file scaffold will be using the previous schema (_project version 2_).  So that Kubebuilder CLI knows what plugin version was used and will call its subcommands such as `create api` and `create webhooks`.  Note that further Golang plugins versions use the new Project file schema, which tracks the information about what plugins and versions have been used so far. 
 
 </aside>
diff --git a/docs/book/src/plugins/go-v3-plugin.md b/docs/book/src/plugins/go-v3-plugin.md
index 2535543cc62..f9b7228fea8 100644
--- a/docs/book/src/plugins/go-v3-plugin.md
+++ b/docs/book/src/plugins/go-v3-plugin.md
@@ -2,7 +2,7 @@
 
 Kubebuilder tool will scaffold the go/v3 plugin by default. This plugin is a composition of the plugins ` kustomize.common.kubebuilder.io/v1` and `base.go.kubebuilder.io/v3`. By using you can scaffold the default project which is a helper to construct sets of [controllers][controller-runtime]. 
 
-It basically scaffolds all the boilerplate code required to create <b>and</b> design controllers. Note that by following the [quickstart][quickstart] you will be using this plugin. 
+It basically scaffolds all the boilerplate code required to create and design controllers. Note that by following the [quickstart][quickstart] you will be using this plugin. 
 
 <aside class="note">
 
@@ -14,7 +14,7 @@ Samples are provided under the [testdata][testdata] directory of the Kubebuilder
 
 ## When to use it
 
-- <b>If</b> you are looking to scaffold Golang projects to develop projects using [controllers][controller-runtime]
+- If you are looking to scaffold Golang projects to develop projects using [controllers][controller-runtime]
 
 ## How to use it ?
 
@@ -31,7 +31,7 @@ All the other subcommands supported by the go/v3 plugin can be executed similarl
 
 <h1>Note</h1>
 
-Also, <b>if</b> you need you can explicitly inform the plugin via the option provided `--plugins=go/v3`.
+Also, if you need you can explicitly inform the plugin via the option provided `--plugins=go/v3`.
 
 </aside>