diff --git a/deploy-guide/source/index.rst b/deploy-guide/source/index.rst
index 41835cd720..dd32501b99 100644
--- a/deploy-guide/source/index.rst
+++ b/deploy-guide/source/index.rst
@@ -10,8 +10,8 @@ intended for deployers.
 
    If you want to do a quick proof of concept of OpenStack, read the
    :dev_docs:`All-In-One quickstart Guide <user/aio/quickstart.html>`
-   instead of this document. This document is a walkthrough of a deploy
-   using OpenStack-Ansible, with all its configurability.
+   instead of this document. This document is a walkthrough of a
+   deployment using OpenStack-Ansible, with all of its configurability.
 
 
 Contents:
diff --git a/deploy-guide/source/overview-requirements.rst b/deploy-guide/source/overview-requirements.rst
index 9bb570b1ab..ce8a1c5b5e 100644
--- a/deploy-guide/source/overview-requirements.rst
+++ b/deploy-guide/source/overview-requirements.rst
@@ -1,7 +1,7 @@
 Software requirements
 ~~~~~~~~~~~~~~~~~~~~~
 
-Ensure that all hosts within an OpenStack-Ansible (OSA) environment meet the
+Ensure that all hosts within the OpenStack-Ansible (OSA) environment meet the
 following minimum requirements:
 
 * Debian
diff --git a/deploy-guide/source/overview.rst b/deploy-guide/source/overview.rst
index 24b387382a..3263330aaa 100644
--- a/deploy-guide/source/overview.rst
+++ b/deploy-guide/source/overview.rst
@@ -5,8 +5,8 @@ Overview
 .. note::
 
    For essential background reading to help understand the service and storage
-   architecture, please read
-   :dev_docs:`OpenStack-Ansible Architecture in its reference guide <reference/architecture/index.html>`
+   architecture, please read the 
+   :dev_docs:`OpenStack-Ansible Architecture section of its reference guide <reference/architecture/index.html>`
    If you'd like to understand when OpenStack-Ansible would be a good fit for your
    organisation, please read the appendix
    ":ref:`app-aboutosa`".