diff --git a/docs/cugraph-docs/source/nx_cugraph/supported-algorithms.rst b/docs/cugraph-docs/source/nx_cugraph/supported-algorithms.rst
index 1a260ae..4cd29db 100644
--- a/docs/cugraph-docs/source/nx_cugraph/supported-algorithms.rst
+++ b/docs/cugraph-docs/source/nx_cugraph/supported-algorithms.rst
@@ -104,13 +104,19 @@ Algorithms
 +--------------------+
 
 +-------------------+
-| **Link analysis** |
+| **Link Analysis** |
 +===================+
 | hits              |
 +-------------------+
 | pagerank          |
 +-------------------+
 
++---------------------+
+| **Link Prediction** |
++=====================+
+| jaccard_coefficient |
++---------------------+
+
 +----------------+
 | **Operators**  |
 +================+