diff --git a/staging/src/k8s.io/api/autoscaling/v2beta1/types.go b/staging/src/k8s.io/api/autoscaling/v2beta1/types.go
index c49c5e0c526..22bb7699e9d 100644
--- a/staging/src/k8s.io/api/autoscaling/v2beta1/types.go
+++ b/staging/src/k8s.io/api/autoscaling/v2beta1/types.go
@@ -449,7 +449,7 @@ type ExternalMetricStatus struct {
 // +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object
 // +k8s:prerelease-lifecycle-gen:introduced=1.8
 // +k8s:prerelease-lifecycle-gen:deprecated=1.22
-// +k8s:prerelease-lifecycle-gen:replacement=autoscaling,v2beta2,HorizontalPodAutoscaler
+// +k8s:prerelease-lifecycle-gen:replacement=autoscaling,v2,HorizontalPodAutoscaler
 
 // HorizontalPodAutoscaler is the configuration for a horizontal pod
 // autoscaler, which automatically manages the replica count of any resource
diff --git a/staging/src/k8s.io/api/autoscaling/v2beta1/zz_generated.prerelease-lifecycle.go b/staging/src/k8s.io/api/autoscaling/v2beta1/zz_generated.prerelease-lifecycle.go
index 67d38d05170..3437454ee3e 100644
--- a/staging/src/k8s.io/api/autoscaling/v2beta1/zz_generated.prerelease-lifecycle.go
+++ b/staging/src/k8s.io/api/autoscaling/v2beta1/zz_generated.prerelease-lifecycle.go
@@ -40,7 +40,7 @@ func (in *HorizontalPodAutoscaler) APILifecycleDeprecated() (major, minor int) {
 // APILifecycleReplacement is an autogenerated function, returning the group, version, and kind that should be used instead of this deprecated type.
 // It is controlled by "k8s:prerelease-lifecycle-gen:replacement=<group>,<version>,<kind>" tags in types.go.
 func (in *HorizontalPodAutoscaler) APILifecycleReplacement() schema.GroupVersionKind {
-	return schema.GroupVersionKind{Group: "autoscaling", Version: "v2beta2", Kind: "HorizontalPodAutoscaler"}
+	return schema.GroupVersionKind{Group: "autoscaling", Version: "v2", Kind: "HorizontalPodAutoscaler"}
 }
 
 // APILifecycleRemoved is an autogenerated function, returning the release in which the API is no longer served as int versions of major and minor for comparison.
diff --git a/staging/src/k8s.io/api/autoscaling/v2beta2/types.go b/staging/src/k8s.io/api/autoscaling/v2beta2/types.go
index 7619f1e009c..10bdec5b940 100644
--- a/staging/src/k8s.io/api/autoscaling/v2beta2/types.go
+++ b/staging/src/k8s.io/api/autoscaling/v2beta2/types.go
@@ -28,6 +28,7 @@ import (
 // +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object
 // +k8s:prerelease-lifecycle-gen:introduced=1.12
 // +k8s:prerelease-lifecycle-gen:deprecated=1.23
+// +k8s:prerelease-lifecycle-gen:replacement=autoscaling,v2,HorizontalPodAutoscaler
 
 // HorizontalPodAutoscaler is the configuration for a horizontal pod
 // autoscaler, which automatically manages the replica count of any resource
diff --git a/staging/src/k8s.io/api/autoscaling/v2beta2/zz_generated.prerelease-lifecycle.go b/staging/src/k8s.io/api/autoscaling/v2beta2/zz_generated.prerelease-lifecycle.go
index b8e49bc51b4..6d1c2504abf 100644
--- a/staging/src/k8s.io/api/autoscaling/v2beta2/zz_generated.prerelease-lifecycle.go
+++ b/staging/src/k8s.io/api/autoscaling/v2beta2/zz_generated.prerelease-lifecycle.go
@@ -21,6 +21,10 @@ limitations under the License.
 
 package v2beta2
 
+import (
+	schema "k8s.io/apimachinery/pkg/runtime/schema"
+)
+
 // APILifecycleIntroduced is an autogenerated function, returning the release in which the API struct was introduced as int versions of major and minor for comparison.
 // It is controlled by "k8s:prerelease-lifecycle-gen:introduced" tags in types.go.
 func (in *HorizontalPodAutoscaler) APILifecycleIntroduced() (major, minor int) {
@@ -33,6 +37,12 @@ func (in *HorizontalPodAutoscaler) APILifecycleDeprecated() (major, minor int) {
 	return 1, 23
 }
 
+// APILifecycleReplacement is an autogenerated function, returning the group, version, and kind that should be used instead of this deprecated type.
+// It is controlled by "k8s:prerelease-lifecycle-gen:replacement=<group>,<version>,<kind>" tags in types.go.
+func (in *HorizontalPodAutoscaler) APILifecycleReplacement() schema.GroupVersionKind {
+	return schema.GroupVersionKind{Group: "autoscaling", Version: "v2", Kind: "HorizontalPodAutoscaler"}
+}
+
 // APILifecycleRemoved is an autogenerated function, returning the release in which the API is no longer served as int versions of major and minor for comparison.
 // It is controlled by "k8s:prerelease-lifecycle-gen:removed" tags in types.go or  "k8s:prerelease-lifecycle-gen:deprecated" plus three minor.
 func (in *HorizontalPodAutoscaler) APILifecycleRemoved() (major, minor int) {