diff --git a/website/docs/install.md b/website/docs/install.md
index c0ad43624a5..f7dea7932a0 100644
--- a/website/docs/install.md
+++ b/website/docs/install.md
@@ -32,12 +32,12 @@ For either installation method, make sure you have cluster admin permissions:
 If you want to deploy a released version of Gatekeeper in your cluster with a prebuilt image, then you can run the following command:
 
 ```sh
-kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/release-3.4/deploy/gatekeeper.yaml
+kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/release-3.5/deploy/gatekeeper.yaml
 ```
 
 ### Deploying a Release using development image
 
-If you want to deploy latest development version of Gatekeeper, you can use `openpolicyagent/gatekeeper:dev` tag or `openpolicyagent/gateekeper:<SHA>`.
+If you want to deploy latest development version of Gatekeeper, you can use `openpolicyagent/gatekeeper:dev` tag or `openpolicyagent/gatekeeper:<SHA>`.
 
 Images are hosted in [OPA Docker Hub repository](https://hub.docker.com/r/openpolicyagent/gatekeeper/tags).
 
@@ -95,7 +95,7 @@ You can alter the variables in `charts/gatekeeper/values.yaml` to customize your
 If you used a prebuilt image to deploy Gatekeeper, then you can delete all the Gatekeeper components with the following command:
 
   ```sh
-  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/release-3.3/deploy/gatekeeper.yaml
+  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/release-3.5/deploy/gatekeeper.yaml
   ```
 
 ### Using make