diff --git a/examples/plot_03_cross_validate.py b/examples/plot_03_cross_validate.py
index 7a02f65a4..1a420b31a 100644
--- a/examples/plot_03_cross_validate.py
+++ b/examples/plot_03_cross_validate.py
@@ -36,3 +36,18 @@
 cv_results = cross_validate(lasso, X, y, cv=3, project=my_project_gs)
 
 my_project_gs.get_item("cross_validation").plot
+
+# %%
+# Because Plotly graphs currently do not yet properly render in our docs engine due to `a bug in Plotly <https://github.com/plotly/plotly.py/issues/4828>`_,
+# we also show a screenshot below.
+# Alternatively, if you zoom in or out in your browser window, the Plotly graph should display properly again.
+
+import matplotlib.pyplot as plt
+import matplotlib.image as mpimg
+
+img = mpimg.imread("plot_03_cross_validate_plot_screenshot.png")
+fig, ax = plt.subplots()
+# fig.tight_layout(pad=0.01)
+fig.subplots_adjust(left=0.01, right=0.99, bottom=0.01, top=0.99)
+ax.axis("off")
+ax.imshow(img)
diff --git a/examples/plot_03_cross_validate_plot_screenshot.png b/examples/plot_03_cross_validate_plot_screenshot.png
new file mode 100644
index 000000000..a83c66ba9
Binary files /dev/null and b/examples/plot_03_cross_validate_plot_screenshot.png differ