diff --git a/README.md b/README.md
index b2fc97d..71bc930 100644
--- a/README.md
+++ b/README.md
@@ -105,6 +105,7 @@ Built on Cloudflare Workers + D1 + R2, with GitHub OAuth and a React 19 frontend
 
 | Video | Description |
 |---|---|
+| <a href="https://www.youtube.com/watch?v=8IScEH0ZJxA"><img src="https://img.youtube.com/vi/8IScEH0ZJxA/maxresdefault.jpg" alt="Common Voice Explorer Demo" width="400"></a> | **[Exploring Mozilla Common Voice with Common Voice Explorer](https://www.youtube.com/watch?v=8IScEH0ZJxA)** <br> Introducing Common Voice Explorer — browse and listen to 1.8M+ real voice clips from the Mozilla Common Voice dataset. |
 | <a href="https://www.youtube.com/watch?v=_dRgH6FZRpM"><img src="https://img.youtube.com/vi/_dRgH6FZRpM/maxresdefault.jpg" alt="Pipecat Smart Turn Visual Test" width="400"></a> | **[Testing Pipecat Smart Turn with WaveKat Lab](https://www.youtube.com/watch?v=_dRgH6FZRpM)** <br> Visual test of Pipecat Smart Turn v3 — live recording and VAD-gated pipeline mode simulating production workflows. |
 | <a href="https://www.youtube.com/watch?v=j2KkhpFRKaY"><img src="https://img.youtube.com/vi/j2KkhpFRKaY/maxresdefault.jpg" alt="FireRed VAD Showdown" width="400"></a> | **[Adding FireRedVAD as the 4th backend](https://www.youtube.com/watch?v=j2KkhpFRKaY)** <br> Benchmarking Xiaohongshu's FireRedVAD against Silero, TEN VAD, and WebRTC across accuracy and latency. |
 | <a href="https://www.youtube.com/watch?v=450O3w9c-e8"><img src="https://img.youtube.com/vi/450O3w9c-e8/maxresdefault.jpg" alt="VAD Lab Demo" width="400"></a> | **[VAD Lab: Real-time multi-backend comparison](https://www.youtube.com/watch?v=450O3w9c-e8)** <br> Live demo of VAD Lab comparing WebRTC, Silero, and TEN VAD side by side with real-time waveform visualization. |
diff --git a/tools/cv-explorer/README.md b/tools/cv-explorer/README.md
index 7a0df83..0240deb 100644
--- a/tools/cv-explorer/README.md
+++ b/tools/cv-explorer/README.md
@@ -1,7 +1,11 @@
-# CV Explorer
+# Common Voice Explorer
 
 A web app for browsing and playing audio clips from the [Mozilla Common Voice](https://commonvoice.mozilla.org) dataset. Filter by locale, split, demographics, and more.
 
+## Demo
+
+🔗 [https://commonvoice-explorer.wavekat.com](https://commonvoice-explorer.wavekat.com) · [Watch on YouTube](https://youtu.be/8IScEH0ZJxA)
+
 ## Architecture
 
 ```