diff --git a/docs/docs/guides/custom-map-styles.md b/docs/docs/guides/custom-map-styles.md
index 3f52937432..1a61afc324 100644
--- a/docs/docs/guides/custom-map-styles.md
+++ b/docs/docs/guides/custom-map-styles.md
@@ -14,14 +14,14 @@ online generators you can use.
 2. Paste the link to your JSON style in either the **Light Style** or **Dark Style**. (You can add different styles which will help make the map style more appropriate depending on whether you set **Immich** to Light or Dark mode.)
 3. Save your selections. Reload the map, and enjoy your custom map style!
 
-## Use Maptiler to build a custom style
+## Use MapTiler to build a custom style
 
-Customizing the map style can be done easily using Maptiler, if you do not want to write an entire JSON document by hand.
+Customizing the map style can be done easily using MapTiler, if you do not want to write an entire JSON document by hand.
 
 1. Create a free account at https://cloud.maptiler.com
 2. Once logged in, you can either create a brand new map by clicking on **New Map**, selecting a starter map, and then clicking **Customize**, OR by selecting a **Standard Map** and customizing it from there.
 3. The **editor** interface is self-explanatory. You can change colors, remove visible layers, or add optional layers (e.g., administrative, topo, hydro, etc.) in the composer.
 4. Once you have your map composed, click on **Save** at the top right. Give it a unique name to save it to your account.
-5. Next, **Publish** your style using the **Publish** button at the top right. This will deploy it to production, which means it is able to be exposed over the Internet. Maptiler will present an interactive side-by-side map with the original and your changes prior to publication.<br/>![Maptiler Publication Settings](img/immich_map_styles_publish.webp)
-6. Maptiler will warn you that changing the map will change it across all apps using the map. Since no apps are using the map yet, this is okay.
-7. Clicking on the name of your new map at the top left will bring you to the item's **details** page. From here, copy the link to the JSON style under **Use vector style**. This link will automatically contain your personal API key to Maptiler.
+5. Next, **Publish** your style using the **Publish** button at the top right. This will deploy it to production, which means it is able to be exposed over the Internet. MapTiler will present an interactive side-by-side map with the original and your changes prior to publication.<br/>![MapTiler Publication Settings](img/immich_map_styles_publish.webp)
+6. MapTiler will warn you that changing the map will change it across all apps using the map. Since no apps are using the map yet, this is okay.
+7. Clicking on the name of your new map at the top left will bring you to the item's **details** page. From here, copy the link to the JSON style under **Use vector style**. This link will automatically contain your personal API key to MapTiler.