diff --git a/pkg/controller/direct/bigqueryanalyticshub/fuzzers_listing_test.go b/pkg/controller/direct/bigqueryanalyticshub/fuzzers_listing_test.go
new file mode 100644
index 0000000000..dbd8e8fa33
--- /dev/null
+++ b/pkg/controller/direct/bigqueryanalyticshub/fuzzers_listing_test.go
@@ -0,0 +1,125 @@
+// Copyright 2024 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package bigqueryanalyticshub
+
+import (
+	"math/rand"
+	"reflect"
+	"testing"
+
+	krm "github.com/GoogleCloudPlatform/k8s-config-connector/apis/bigqueryanalyticshub/v1alpha1"
+	refs "github.com/GoogleCloudPlatform/k8s-config-connector/apis/refs/v1beta1"
+	"github.com/google/go-cmp/cmp"
+	"github.com/google/go-cmp/cmp/cmpopts"
+
+	"github.com/GoogleCloudPlatform/k8s-config-connector/pkg/controller/direct"
+	"github.com/GoogleCloudPlatform/k8s-config-connector/pkg/test"
+	"github.com/GoogleCloudPlatform/k8s-config-connector/pkg/test/fuzz"
+)
+
+var ValidCategories = []string{
+	"CATEGORY_UNSPECIFIED",
+	"CATEGORY_OTHERS",
+	"CATEGORY_ADVERTISING_AND_MARKETING",
+	"CATEGORY_COMMERCE",
+	"CATEGORY_CLIMATE_AND_ENVIRONMENT",
+	"CATEGORY_DEMOGRAPHICS",
+	"CATEGORY_ECONOMICS",
+	"CATEGORY_EDUCATION",
+	"CATEGORY_ENERGY",
+	"CATEGORY_FINANCIAL",
+	"CATEGORY_GAMING",
+	"CATEGORY_GEOSPATIAL",
+	"CATEGORY_HEALTHCARE_AND_LIFE_SCIENCE",
+	"CATEGORY_MEDIA",
+	"CATEGORY_PUBLIC_SECTOR",
+	"CATEGORY_RETAIL",
+	"CATEGORY_SPORTS",
+	"CATEGORY_SCIENCE_AND_RESEARCH",
+	"CATEGORY_TRANSPORTATION_AND_LOGISTICS",
+	"CATEGORY_TRAVEL_AND_TOURISM",
+}
+
+// KRM ->ToProto-> proto ->FromProto-> KRM
+func FuzzListingSpec(f *testing.F) {
+	// spec
+	f.Fuzz(func(t *testing.T, seed int64) {
+		randStream := rand.New(rand.NewSource(seed))
+
+		overrides := &fuzz.FillerConfig{
+			FieldOverrides: map[string]fuzz.OverrideFiller{
+				".Categories": func(t *testing.T, fieldName string, field reflect.Value) {
+					// up to two fields can be set for this slice
+					slice := reflect.MakeSlice(field.Type(), 2, 2)
+
+					perms := randStream.Perm(len(ValidCategories))
+					// invariants: len(perms) >> 2
+					slice.Index(0).SetString(ValidCategories[perms[0]])
+					slice.Index(1).SetString(ValidCategories[perms[1]])
+
+					field.Set(slice)
+				},
+				".DiscoveryType": func(t *testing.T, fieldName string, field reflect.Value) {
+
+					values := []string{"DISCOVERY_TYPE_PRIVATE", "DISCOVERY_TYPE_PUBLIC"}
+					selectedValue := values[randStream.Intn(len(values))]
+					field.Elem().SetString(selectedValue)
+				},
+			},
+		}
+		filler := fuzz.NewRandomFiller(&fuzz.FillerConfig{
+			Stream:         randStream,
+			FieldOverrides: overrides.FieldOverrides,
+		})
+
+		// krm1
+		k1 := &krm.BigQueryAnalyticsHubListingSpec{}
+
+		// fill
+		filler.Fill(t, k1)
+
+		// ToProto
+		mapCtx := &direct.MapContext{}
+		p := BigQueryAnalyticsHubListingSpec_ToProto(mapCtx, k1)
+		if mapCtx.Err() != nil {
+			t.Fatalf("error converting KRM to proto: %v \n KRM: %s", mapCtx.Err(), test.PrettyPrintJSON(t, k1))
+		}
+
+		// krm2 : FromProto
+		mapCtx = &direct.MapContext{}
+		k2 := BigQueryAnalyticsHubListingSpec_FromProto(mapCtx, p)
+		if mapCtx.Err() != nil {
+			t.Fatalf("error mapping from proto to KRM: %v", mapCtx.Err())
+		}
+
+		// Using cmpopts.IgnoreFields to ignore specific fields in ProjectRef
+		opts := cmp.Options{
+			cmpopts.IgnoreFields(krm.BigQueryAnalyticsHubListingSpec{}, "Location"),
+			cmpopts.IgnoreFields(krm.BigQueryAnalyticsHubListingSpec{}, "ResourceID"),
+			cmpopts.IgnoreFields(krm.BigQueryAnalyticsHubListingSpec{}, "ProjectRef"),
+			cmpopts.IgnoreFields(krm.BigQueryAnalyticsHubListingSpec{}, "DataExchangeRef"),
+			cmpopts.IgnoreFields(refs.BigQueryTableRef{}, "Name", "Namespace"),
+			cmpopts.IgnoreFields(krm.BigQueryDatasetSource{}, "DatasetRef"),
+			cmpopts.IgnoreFields(refs.BigQueryDatasetRef{}, "External", "Name", "Namespace"),
+		}
+
+		// compare
+		if diff := cmp.Diff(k1, k2, opts...); diff != "" {
+			t.Logf("k1 =\n%v", test.PrettyPrintYAML(t, k1))
+			t.Logf("k2 =\n%v", test.PrettyPrintYAML(t, k2))
+			t.Errorf("roundtrip failed; diff:\n%s", diff)
+		}
+	})
+}
diff --git a/pkg/test/fuzz/krmgen.go b/pkg/test/fuzz/krmgen.go
index e12c49413f..a58b5f4793 100644
--- a/pkg/test/fuzz/krmgen.go
+++ b/pkg/test/fuzz/krmgen.go
@@ -51,6 +51,13 @@ func (rf *RandomFiller) fillWithRandom(t *testing.T, fieldName string, field ref
 		if field.IsNil() {
 			field.Set(reflect.New(field.Type().Elem()))
 		}
+		// todo acpana dedup w call below
+		if rf.fieldOverrides != nil {
+			if override, ok := rf.fieldOverrides[fieldName]; ok {
+				override(t, fieldName, field)
+				return
+			}
+		}
 		rf.fillWithRandom(t, fieldName, field.Elem())
 		return
 	}
diff --git a/pkg/test/utils.go b/pkg/test/utils.go
index 566aa7ae7e..9ea644e373 100644
--- a/pkg/test/utils.go
+++ b/pkg/test/utils.go
@@ -15,6 +15,7 @@
 package test
 
 import (
+	"encoding/json"
 	"os"
 	"path/filepath"
 	"regexp"
@@ -242,3 +243,32 @@ func CompareGoldenObject(t *testing.T, p string, got []byte) {
 		t.Logf("wrote updated golden output to %s", p)
 	}
 }
+
+func PrettyPrintJSON[T any](t *testing.T, k T) string {
+	encoded, err := json.MarshalIndent(k, "", " ")
+	if err != nil {
+		t.Fatalf("error encoding to json: %v", err)
+	}
+
+	return string(encoded)
+}
+
+func PrettyPrintYAML[T any](t *testing.T, k T) string {
+	encoded, err := json.MarshalIndent(k, "", " ")
+	if err != nil {
+		t.Fatalf("error encoding to json: %v", err)
+	}
+
+	otherK := new(T)
+	err = json.Unmarshal(encoded, &otherK)
+	if err != nil {
+		t.Fatalf("error decoding from json: %v", err)
+	}
+
+	yEncoded, err := yaml.Marshal(otherK)
+	if err != nil {
+		t.Fatalf("error encoding to yaml: %v", err)
+	}
+
+	return string(yEncoded)
+}