diff --git a/examples/code_embedding/README.md b/examples/code_embedding/README.md
index 9cc70b10..69e48f6f 100644
--- a/examples/code_embedding/README.md
+++ b/examples/code_embedding/README.md
@@ -28,3 +28,12 @@ Run:
 ```bash
 python code_embedding.py
 ```
+
+## CocoInsight
+CocoInsight is in Early Access now (Free) 😊 You found us! A quick 3 minute video tutorial about CocoInsight: [Watch on YouTube](https://youtu.be/ZnmyoHslBSc?si=pPLXWALztkA710r9).
+
+Run CocoInsight to understand your RAG data pipeline:
+
+```
+python code_embedding.py cocoindex server -c https://cocoindex.io/cocoinsight
+```
\ No newline at end of file
diff --git a/examples/manual_extraction/README.md b/examples/manual_extraction/README.md
index 89933c03..cc395b53 100644
--- a/examples/manual_extraction/README.md
+++ b/examples/manual_extraction/README.md
@@ -28,3 +28,12 @@ Run:
 ```bash
 python manual_extraction.py
 ```
+
+## CocoInsight 
+CocoInsight is in Early Access now (Free) 😊 You found us! A quick 3 minute video tutorial about CocoInsight: [Watch on YouTube](https://youtu.be/ZnmyoHslBSc?si=pPLXWALztkA710r9).
+
+Run CocoInsight to understand your RAG data pipeline:
+
+```
+python manual_extraction.py cocoindex server -c https://cocoindex.io/cocoinsight
+```
diff --git a/examples/pdf_embedding/README.md b/examples/pdf_embedding/README.md
index 52b0dac5..3c6e39e9 100644
--- a/examples/pdf_embedding/README.md
+++ b/examples/pdf_embedding/README.md
@@ -20,7 +20,7 @@ python pdf_embedding.py cocoindex setup
 Update index:
 
 ```bash
-python text_embedding.py cocoindex update
+python pdf_embedding.py cocoindex update
 ```
 
 Run:
@@ -28,3 +28,12 @@ Run:
 ```bash
 python pdf_embedding.py
 ```
+
+## CocoInsight 
+CocoInsight is in Early Access now (Free) 😊 You found us! A quick 3 minute video tutorial about CocoInsight: [Watch on YouTube](https://youtu.be/ZnmyoHslBSc?si=pPLXWALztkA710r9).
+
+Run CocoInsight to understand your RAG data pipeline:
+
+```
+python pdf_embedding.py cocoindex server -c https://cocoindex.io/cocoinsight
+```
\ No newline at end of file
diff --git a/examples/text_embedding/README.md b/examples/text_embedding/README.md
index 25e0f342..8e983400 100644
--- a/examples/text_embedding/README.md
+++ b/examples/text_embedding/README.md
@@ -28,3 +28,12 @@ Run:
 ```bash
 python text_embedding.py
 ```
+
+## CocoInsight 
+CocoInsight is in Early Access now (Free) 😊 You found us! A quick 3 minute video tutorial about CocoInsight: [Watch on YouTube](https://youtu.be/ZnmyoHslBSc?si=pPLXWALztkA710r9).
+
+Run CocoInsight to understand your RAG data pipeline:
+
+```
+python text_embedding.py cocoindex server -c https://cocoindex.io/cocoinsight
+```
\ No newline at end of file