diff --git a/pymc/__init__.py b/pymc/__init__.py
index 36763ec34b..ceceeb2ce6 100644
--- a/pymc/__init__.py
+++ b/pymc/__init__.py
@@ -54,6 +54,7 @@ def __set_compiler_flags():
 from pymc.model.core import *
 from pymc.model.transform.conditioning import do, observe
 from pymc.model_graph import model_to_graphviz, model_to_networkx
+from pymc.plots import DEPRECATED_PLOTS_ALIASES
 from pymc.pytensorf import *
 from pymc.sampling import *
 from pymc.smc import *
@@ -62,3 +63,14 @@ def __set_compiler_flags():
 from pymc.variational import *
 
 __version__ = _version.get_versions()["version"]
+
+
+def __getattr__(name):
+    if name in DEPRECATED_PLOTS_ALIASES:
+        new_name = DEPRECATED_PLOTS_ALIASES[name]
+        raise ImportError(
+            f"The function `{name}` from PyMC was an alias for `{new_name}` from "
+            f"ArviZ. It was removed in PyMC 4.0. "
+            f"Switch to `pymc.{new_name}` or `arviz.{new_name}`."
+        )
+    raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
diff --git a/pymc/plots/__init__.py b/pymc/plots/__init__.py
index ef7816b22f..3828b81797 100644
--- a/pymc/plots/__init__.py
+++ b/pymc/plots/__init__.py
@@ -28,3 +28,25 @@
     obj = getattr(az.plots, attr)
     if not attr.startswith("__"):
         setattr(sys.modules[__name__], attr, obj)
+
+DEPRECATED_PLOTS_ALIASES = dict(
+    autocorrplot="plot_autocorr",
+    forestplot="plot_forest",
+    kdeplot="plot_kde",
+    energyplot="plot_energy",
+    densityplot="plot_density",
+    pairplot="plot_pair",
+    traceplot="plot_trace",
+    compareplot="plot_compare",
+)
+
+
+def __getattr__(name):
+    if name in DEPRECATED_PLOTS_ALIASES:
+        new_name = DEPRECATED_PLOTS_ALIASES[name]
+        raise ImportError(
+            f"The function `{name}` from PyMC was an alias for `{new_name}` from "
+            f"ArviZ. It was removed in PyMC 4.0. "
+            f"Switch to `pymc.{new_name}` or `arviz.{new_name}`."
+        )
+    raise AttributeError(f"module {__name__!r} has no attribute {name!r}")