diff --git a/docs/cli.rst b/docs/cli.rst
--- a/docs/cli.rst
+++ b/docs/cli.rst
@@ -1,6 +1,6 @@
 Command-line interface
 ======================
 
-.. click:: swh.graph.cli:cli
+.. click:: swh.graph.cli:graph_cli_group
   :prog: swh graph
   :show-nested:
diff --git a/docs/compression.rst b/docs/compression.rst
--- a/docs/compression.rst
+++ b/docs/compression.rst
@@ -1,3 +1,5 @@
+.. _graph-compression:
+
 Graph compression
 =================
 
diff --git a/docs/quickstart.rst b/docs/quickstart.rst
--- a/docs/quickstart.rst
+++ b/docs/quickstart.rst
@@ -4,7 +4,7 @@
 This quick tutorial shows how to compress and browse a graph using `swh.graph`.
 
 It does not cover the technical details behind the graph compression techniques
-(refer to :ref:`Graph compression <compression>`).
+(refer to :ref:`graph-compression`).
 
 
 Dependencies