diff --git a/docs/docs/installation/azure.md b/docs/docs/installation/azure.md
index 1d458f58d..4f38698af 100644
--- a/docs/docs/installation/azure.md
+++ b/docs/docs/installation/azure.md
@@ -1,5 +1,5 @@
 ## Azure DevOps Pipeline
-You can use a pre-built Action Docker image to run Qodo Merge as an Azure devops pipeline.
+You can use a pre-built Action Docker image to run PR-Agent as an Azure devops pipeline.
 add the following file to your repository under `azure-pipelines.yml`:
 ```yaml
 # Opt out of CI triggers
diff --git a/docs/docs/installation/github.md b/docs/docs/installation/github.md
index b7e326ecf..dc6bdef0a 100644
--- a/docs/docs/installation/github.md
+++ b/docs/docs/installation/github.md
@@ -1,6 +1,6 @@
 ## Run as a GitHub Action
 
-You can use our pre-built Github Action Docker image to run Qodo Merge as a Github Action.
+You can use our pre-built Github Action Docker image to run PR-Agent as a Github Action.
 
 1) Add the following file to your repository under `.github/workflows/pr_agent.yml`:
 
diff --git a/docs/docs/installation/gitlab.md b/docs/docs/installation/gitlab.md
index c28f32408..af5536f00 100644
--- a/docs/docs/installation/gitlab.md
+++ b/docs/docs/installation/gitlab.md
@@ -1,5 +1,5 @@
 ## Run as a GitLab Pipeline
-You can use a pre-built Action Docker image to run Qodo Merge as a GitLab pipeline. This is a simple way to get started with Qodo Merge without setting up your own server.
+You can use a pre-built Action Docker image to run PR-Agent as a GitLab pipeline. This is a simple way to get started with Qodo Merge without setting up your own server.
 
 (1) Add the following file to your repository under `.gitlab-ci.yml`:
 ```yaml
diff --git a/docs/docs/installation/locally.md b/docs/docs/installation/locally.md
index ee82253be..04c4e29b2 100644
--- a/docs/docs/installation/locally.md
+++ b/docs/docs/installation/locally.md
@@ -2,7 +2,7 @@
 
 A list of the relevant tools can be found in the [tools guide](../tools/ask.md).
 
-To invoke a tool (for example `review`), you can run directly from the Docker image. Here's how:
+To invoke a tool (for example `review`), you can run PR-Agent directly from the Docker image. Here's how:
 
 - For GitHub:
     ```
diff --git a/docs/docs/usage-guide/changing_a_model.md b/docs/docs/usage-guide/changing_a_model.md
index 3e33e17ae..633befe90 100644
--- a/docs/docs/usage-guide/changing_a_model.md
+++ b/docs/docs/usage-guide/changing_a_model.md
@@ -1,4 +1,4 @@
-## Changing a model
+## Changing a model in PR-Agent
 
 See [here](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/algo/__init__.py) for a list of available models.
 To use a different model than the default (GPT-4), you need to edit in the [configuration file](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml#L2) the fields: