diff --git a/README.md b/README.md
index e6fe0e2..43d0235 100644
--- a/README.md
+++ b/README.md
@@ -25,8 +25,12 @@ The template allows you to start your own Jupyter Book and hosting that book onl
 
 How to use the template is demonstrated in the figure below, followed by a step-by-step tutorial.
 
-![template-demo](figures/teachbooks-template.gif)
-The demonstration is also available as a video [here](https://youtu.be/nN3Oi_MVvF0).
+```{figure} figures/teachbooks-template.gif
+---
+name: template_demo
+---
+Demonstration, video available [here](https://youtu.be/nN3Oi_MVvF0)
+```
 
 1. To get started making your Jupyter Book with our functionalities, use the [template book](https://github.com/TeachBooks/template) as template: