diff --git a/docs/source/index.rst b/docs/source/index.rst
index 98e14bd844..39bd46a5c3 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -1,46 +1,58 @@
 .. EvalAI documentation master file, created by
-   sphinx-quick start on Fri Jul 14 11:32:35 2017.
+   sphinx-quickstart on Fri Jul 14 11:32:35 2017.
    You can adapt this file completely to your liking, but it should at least
    contain the root `toctree` directive.
 
 Welcome to EvalAI's documentation!
 ==================================
 
-
 EvalAI_ is an open source platform for evaluating and comparing machine learning (ML) and artificial intelligence algorithms (AI) at scale.
-
 It is built to provide a scalable solution to the research community to fulfill the critical need of evaluating machine learning models and agents acting in an environment against annotations or with a human-in-the-loop.
 
 Contents:
 
 .. toctree::
    :maxdepth: 2
+   :caption: 🧪 Getting Started
 
    01-getting-started/README
+
+.. toctree::
+   :maxdepth: 2
+   :caption: 🎯 Hosting a Challenge
+
    02-for-challenge-hosts/README
+
+.. toctree::
+   :maxdepth: 2
+   :caption: 🚀 Participating in Challenges
+
    03-for-participants/README
+
+.. toctree::
+   :maxdepth: 2
+   :caption: ⚙️ Developer Guide
+
    04-development/README
-   05-api-reference/README
+
+.. toctree::
+   :maxdepth: 2
+   :caption: 📖 Examples & Tutorials
+
    06-examples-tutorials/README
+
+.. toctree::
+   :maxdepth: 2
+   :caption: 🛠️ Troubleshooting
+
    07-troubleshooting/README
+
+.. toctree::
+   :maxdepth: 2
+   :caption: 📚 Reference
+
+   05-api-reference/README
    08-reference/README
-   .. github_based_challenge_setup
-   .. configuration
-   .. evaluation_scripts
-   .. edit_evaluation_script
-   .. approve_challenge
-   .. participate
-   .. make_submission_public_private_baseline
-   .. pull_request
-   .. contribution
-   .. architecture
-   .. architecture_decisions
-   .. directory_structure
-   .. submission
-   .. migrations
-   .. cite
-   .. faq(developers)
-   .. glossary
 
 Indices and tables
 ==================