diff --git a/README.md b/README.md
index f8cca05..76fe939 100644
--- a/README.md
+++ b/README.md
@@ -13,10 +13,10 @@
 
 # PageIndex: Vectorless, Reasoning-based RAG
 
-<p align="center"><b>Reasoning-based RAG&nbsp; ◦ &nbsp;No Vector DB or Chunking&nbsp; ◦ &nbsp;Context-Aware&nbsp; ◦ &nbsp;Human-like Retrieval</b></p>
+<p align="center"><b>Reasoning-based RAG&nbsp; ◦ &nbsp;No Vector DB, No Chunking&nbsp; ◦ &nbsp;Context-Aware Retrieval&nbsp; ◦ &nbsp;Human-like</b></p>
 
 <h4 align="center">
-  <a href="https://vectify.ai">🌐 Homepage</a>&nbsp; • &nbsp;
+  <a href="https://vectify.ai">🌐 Website</a>&nbsp; • &nbsp;
   <a href="https://chat.pageindex.ai">🖥️ Chat Platform</a>&nbsp; • &nbsp;
   <a href="https://pageindex.ai/developer">🔌 MCP & API</a>&nbsp; • &nbsp;
   <a href="https://docs.pageindex.ai">📖 Docs</a>&nbsp; • &nbsp;
@@ -288,10 +288,12 @@ Other open-source projects from the PageIndex ecosystem: [OpenKB](https://github
 
 <div align="center">
 
-[![Twitter](https://img.shields.io/badge/Twitter-000000?style=for-the-badge&logo=x&logoColor=white)](https://x.com/PageIndexAI)&ensp;
-[![LinkedIn](https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white)](https://www.linkedin.com/company/vectify-ai/)&ensp;
-[![Discord](https://img.shields.io/badge/Discord-5865F2?style=for-the-badge&logo=discord&logoColor=white)](https://discord.com/invite/VuXuf29EUj)&ensp;
-[![Contact Us](https://img.shields.io/badge/Contact_Us-3B82F6?style=for-the-badge&logo=envelope&logoColor=white)](https://ii2abc2jejf.typeform.com/to/tK3AXl8T)
+[![Website](https://img.shields.io/badge/Website-2D72CF?style=for-the-badge&logo=data:image/svg%2bxml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCI%2BPHBhdGggZmlsbD0iI2ZmZiIgZD0iTTEyIDEgMSAxMWgyLjV2MTJoNnYtN2g1djdoNlYxMUgyM3oiLz48L3N2Zz4%3D)](https://pageindex.ai)&nbsp;
+[![Twitter](https://img.shields.io/badge/Twitter-000000?style=for-the-badge&logo=x&logoColor=white)](https://x.com/PageIndexAI)&nbsp;
+[![LinkedIn](https://img.shields.io/badge/LinkedIn-0A66C2?style=for-the-badge&logo=data:image/svg%2bxml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCI%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%2BPC9zdmc%2B)](https://www.linkedin.com/company/vectify-ai/)&nbsp;
+[![Discord](https://img.shields.io/badge/Discord-5865F2?style=for-the-badge&logo=discord&logoColor=white)](https://discord.com/invite/VuXuf29EUj)&nbsp;
+[![Book a Demo](https://img.shields.io/badge/Book_a_Demo-6E7E96?style=for-the-badge&logo=googlecalendar&logoColor=white)](https://calendly.com/pageindex/meet)&nbsp;
+[![Contact Us](https://img.shields.io/badge/Contact_Us-3B82F6?style=for-the-badge&logo=data:image/svg%2bxml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjIgNCAyMCAxNiI%2BPHBhdGggZmlsbD0iI2ZmZiIgZD0iTTIwIDRINGMtMS4xIDAtMiAuOS0yIDJ2MTJjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY2YzAtMS4xLS45LTItMi0yem0wIDQtOCA1LTgtNVY2bDggNSA4LTV6Ii8%2BPC9zdmc%2B)](https://ii2abc2jejf.typeform.com/to/tK3AXl8T)
 
 </div>