diff --git a/docs/source/notebooks/model_deployment.ipynb b/docs/source/guide/benefits/model_deployment.ipynb
similarity index 99%
rename from docs/source/notebooks/model_deployment.ipynb
rename to docs/source/guide/benefits/model_deployment.ipynb
index 0a6ce810..b6f6ac00 100644
--- a/docs/source/notebooks/model_deployment.ipynb
+++ b/docs/source/guide/benefits/model_deployment.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Deploying MMMs and CLVs in Production: Saving and Loading Models"
+    "# Model deployment"
    ]
   },
   {
diff --git a/docs/source/guide/index.md b/docs/source/guide/index.md
index f86d9ece..f467ffbf 100644
--- a/docs/source/guide/index.md
+++ b/docs/source/guide/index.md
@@ -7,6 +7,7 @@
 benefits/why_pymc_marketing
 benefits/why_bayesian
 benefits/why_open_source
+benefits/model_deployment
 :::
 
 :::{toctree}