diff --git a/references/pre-aggregates/overview.mdx b/references/pre-aggregates/overview.mdx
index 4e878cf7..7134411b 100644
--- a/references/pre-aggregates/overview.mdx
+++ b/references/pre-aggregates/overview.mdx
@@ -14,6 +14,12 @@ This is especially useful for dashboards with high traffic or expensive aggregat
 
 Any query that goes through the Lightdash semantic layer can hit a pre-aggregate — this includes the Lightdash app, the [API](/api-reference/v1/introduction), [MCP](/references/integrations/lightdash-mcp), [AI agents](/guides/ai-agents), the [Embed SDK](/references/embedding), and the [React SDK](/references/react-sdk).
 
+Watch this video walkthrough for an overview of how to get started with pre-aggregates:
+
+<Frame>
+  <iframe width="100%" height="420" src="https://www.loom.com/embed/91133871cd994723b4f9ca4b5b35228b" frameborder="0" webkitallowfullscreen mozallowfullscreen allowfullscreen />
+</Frame>
+
 <CardGroup cols={2}>
   <Card title="Getting started" icon="rocket" horizontal href="/references/pre-aggregates/getting-started">
     Define pre-aggregates in your dbt project and configure scheduling.