diff --git a/Project.toml b/Project.toml
index c9f15b84..33e92c23 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,7 +1,7 @@
 name = "ManifoldsBase"
 uuid = "3362f125-f0bb-47a3-aa74-596ffd7ef2fb"
 authors = ["Seth Axen <seth.axen@gmail.com>", "Mateusz Baran <mateuszbaran89@gmail.com>", "Ronny Bergmann <manopt@ronnybergmann.net>", "Antoine Levitt <antoine.levitt@gmail.com>"]
-version = "0.14.11"
+version = "0.14.12"
 
 [deps]
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
diff --git a/src/ManifoldsBase.jl b/src/ManifoldsBase.jl
index d3d6e6c1..9296f1fc 100644
--- a/src/ManifoldsBase.jl
+++ b/src/ManifoldsBase.jl
@@ -854,21 +854,30 @@ Optionally a random number generator `rng` to be used can be specified. An optio
 
 """
 Random.rand(M::AbstractManifold)
+
 function Random.rand(M::AbstractManifold, d::Integer; kwargs...)
     return [rand(M; kwargs...) for _ in 1:d]
 end
 function Random.rand(rng::AbstractRNG, M::AbstractManifold, d::Integer; kwargs...)
     return [rand(rng, M; kwargs...) for _ in 1:d]
 end
-function Random.rand(M::AbstractManifold; kwargs...)
-    p = allocate_result(M, rand)
-    rand!(M, p; kwargs...)
-    return p
+function Random.rand(M::AbstractManifold; vector_at = nothing, kwargs...)
+    if vector_at === nothing
+        pX = allocate_result(M, rand)
+    else
+        pX = allocate_result(M, rand, vector_at)
+    end
+    rand!(M, pX; vector_at = vector_at, kwargs...)
+    return pX
 end
-function Random.rand(rng::AbstractRNG, M::AbstractManifold; kwargs...)
-    p = allocate_result(M, rand)
-    rand!(rng, M, p; kwargs...)
-    return p
+function Random.rand(rng::AbstractRNG, M::AbstractManifold; vector_at = nothing, kwargs...)
+    if vector_at === nothing
+        pX = allocate_result(M, rand)
+    else
+        pX = allocate_result(M, rand, vector_at)
+    end
+    rand!(rng, M, pX; vector_at = vector_at, kwargs...)
+    return pX
 end
 
 @doc raw"""