diff --git a/NEWS.md b/NEWS.md
index 2f1f350..1c348d7 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -12,6 +12,11 @@ However, functions like `resampled_as` and interpolating using a `OutputVar` wil
 as an interpolant must be generated. This means repeated calls to these functions will be
 slower compared to the previous versions of ClimaAnalysis.
 
+## Better error messages
+There is now error hints when using a function that requires another package such as Makie
+or GeoMakie to be loaded as well. The error hint tells the user which package need to be
+loaded in, so that the function can be used.
+
 v0.5.12
 -------
 
diff --git a/src/Visualize.jl b/src/Visualize.jl
index 5800e87..15bfce0 100644
--- a/src/Visualize.jl
+++ b/src/Visualize.jl
@@ -34,4 +34,58 @@ function plot_boxplot! end
 
 function plot_leaderboard! end
 
+extension_fns = [
+    :Makie => [
+        :heatmap2D!,
+        :sliced_heatmap!,
+        :heatmap!,
+        :line_plot1D!,
+        :sliced_line_plot!,
+        :line_plot!,
+        :sliced_plot!,
+        :plot!,
+        :plot_boxplot!,
+        :plot_leaderboard!,
+        :_constrained_cmap,
+    ],
+    :GeoMakie => [
+        :oceanmask,
+        :landmask,
+        :heatmap2D_on_globe!,
+        :contour2D_on_globe!,
+        :plot_bias_on_globe!,
+    ],
+]
+
+"""
+    is_pkg_loaded(pkg::Symbol)
+
+Check if `pkg` is loaded or not.
+"""
+function is_pkg_loaded(pkg::Symbol)
+    return any(k -> Symbol(k.name) == pkg, keys(Base.loaded_modules))
+end
+
+function __init__()
+    # Register error hint if a package is not loaded
+    if isdefined(Base.Experimental, :register_error_hint)
+        Base.Experimental.register_error_hint(
+            MethodError,
+        ) do io, exc, _argtypes, _kwargs
+            for (pkg, fns) in extension_fns
+                if Symbol(exc.f) in fns && !is_pkg_loaded(pkg)
+                    if pkg == :Makie
+                        print(
+                            io,
+                            "\nImport one of the Makie backends (GLMakie, CairoMakie, WGLMakie, RPRMakie, etc.) to enable `$(exc.f)`.";
+                        )
+                    elseif pkg == :GeoMakie
+                        print(io, "\nImport GeoMakie to enable `$(exc.f)`.";)
+                    end
+                end
+            end
+        end
+    end
+end
+
 end