diff --git a/doc/modules/clustering.rst b/doc/modules/clustering.rst
index 3a055abb65c8b..bf3fa4cedb526 100644
--- a/doc/modules/clustering.rst
+++ b/doc/modules/clustering.rst
@@ -137,8 +137,13 @@ mixture models. KMeans can be seen as a special case of Gaussian mixture
 model with equal covariance per component.
 
 :term:`Transductive <transductive>` clustering methods (in contrast to
-:term:`inductive` clustering methods) are not designed to be applied to new,
-unseen data.
+:term:`inductive` clustering methods) are not
+designed to be applied to new, unseen data.
+
+.. rubric:: Examples
+
+* :ref:`sphx_glr_auto_examples_cluster_plot_inductive_clustering.py`: A practical
+example of inductive clustering model.
 
 .. _k_means: