diff --git a/lib/matplotlib/figure.py b/lib/matplotlib/figure.py
index 6c18ba1a643e..7bb7c542ee77 100644
--- a/lib/matplotlib/figure.py
+++ b/lib/matplotlib/figure.py
@@ -2614,18 +2614,25 @@ def show(self, warn=True):
             may only be shown briefly or not shown at all if you or your
             environment are not managing an event loop.
 
-            Proper use cases for `.Figure.show` include running this from a
-            GUI application or an IPython shell.
-
-            If you're running a pure python shell or executing a non-GUI
-            python script, you should use `matplotlib.pyplot.show` instead,
-            which takes care of managing the event loop for you.
+            Use cases for `.Figure.show` include running this from a GUI
+            application (where there is persistently an event loop running) or
+            from a shell, like IPython, that install an input hook to allow the
+            interactive shell to accept input while the figure is also being
+            shown and interactive.  Some, but not all, GUI toolkits will
+            register an input hook on import.  See :ref:`cp_integration` for
+            more details.
+
+            If you're in a shell without input hook integration or executing a
+            python script, you should use `matplotlib.pyplot.show` with
+            ``block=True`` instead, which takes care of starting and running
+            the event loop for you.
 
         Parameters
         ----------
         warn : bool, default: True
             If ``True`` and we are not running headless (i.e. on Linux with an
             unset DISPLAY), issue warning when called on a non-GUI backend.
+
         """
         if self.canvas.manager is None:
             raise AttributeError(