diff --git a/gamestonk_terminal/portfolio_optimization/README.md b/gamestonk_terminal/portfolio_optimization/README.md
index 3e9e44d4603..9aa9f6551a5 100644
--- a/gamestonk_terminal/portfolio_optimization/README.md
+++ b/gamestonk_terminal/portfolio_optimization/README.md
@@ -1,4 +1,4 @@
-# Portfolio Optimization
+# PORTFOLIO OPTIMIZATION
 
 This menu aims to optimize a portfolio of pre-loaded stocks, and the usage of the following commands along with an example will be exploited below.
 
@@ -6,6 +6,9 @@ This menu aims to optimize a portfolio of pre-loaded stocks, and the usage of th
   * add ticker to optimize
 * [select](#select)
   * overwrite current tickers with new tickers
+
+[Optimization](#Optimization)
+
 * [equal](#equal)
   * equally weighted
 * [mktcap](#mktcap)
@@ -30,6 +33,10 @@ This menu aims to optimize a portfolio of pre-loaded stocks, and the usage of th
 * [ef](#ef)
   * show the efficient frontier
 
+ 
+* [> ca](comparison_analysis/README.md)
+  * **comparison analysis for selected tickers**
+
 
 ### add <a name="add"></a>
 
@@ -53,6 +60,8 @@ Add/Select tickers for portfolio to be optimized.
 * -t : Tickers to be used in the portfolio to optimize
 
 
+## Optimization <a name="Optimization"></a>
+
 ### equal <a name="equal"></a>
 
 ```text