diff --git a/.github/workflows/e2e-tests.yaml b/.github/workflows/e2e-tests.yaml
index 83355110d..90e6f7475 100644
--- a/.github/workflows/e2e-tests.yaml
+++ b/.github/workflows/e2e-tests.yaml
@@ -51,7 +51,6 @@ jobs:
       - name: Show Kubernetes version
         run: |
           kubectl version
-
       - name: Run e2e test
         run: |
           make e2e-test
diff --git a/CHANGELOG.md b/CHANGELOG.md
index cf1b4d96c..cb41b50e2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,6 +19,8 @@ This changelog keeps track of work items that have been completed and are ready
 
 ### New
 
+- **General**: Add multi-host support to `HTTPScaledObject` ([#552](https://github.com/kedacore/http-add-on/issues/552))
+
 ### Improvements
 
 - **General**: Automatically tag Docker image with commit SHA ([#567](https://github.com/kedacore/http-add-on/issues/567))
@@ -36,7 +38,7 @@ You can find all deprecations in [this overview](https://github.com/kedacore/htt
 
 New deprecation(s):
 
-- TODO
+- **General**: `host` field deprecated in favor of `hosts` in `HTTPScaledObject` ([#552](https://github.com/kedacore/http-add-on/issues/552))
 
 Previously announced deprecation(s):
 
diff --git a/config/crd/bases/http.keda.sh_httpscaledobjects.yaml b/config/crd/bases/http.keda.sh_httpscaledobjects.yaml
index 6b01f0bc2..447146e6f 100644
--- a/config/crd/bases/http.keda.sh_httpscaledobjects.yaml
+++ b/config/crd/bases/http.keda.sh_httpscaledobjects.yaml
@@ -60,10 +60,19 @@ spec:
             description: HTTPScaledObjectSpec defines the desired state of HTTPScaledObject
             properties:
               host:
-                description: The host to route. All requests with this host in the
-                  "Host" header will be routed to the Service and Port specified in
-                  the scaleTargetRef
+                description: (optional) (deprecated) The host to route. All requests
+                  with these hosts in the "Host" header will be routed to the Service
+                  and Port specified in the scaleTargetRef. The host field is mutually
+                  exclusive of the hosts field
                 type: string
+              hosts:
+                description: (optional) The hosts to route. All requests with these
+                  hosts in the "Host" header will be routed to the Service and Port
+                  specified in the scaleTargetRef. The hosts field is mutually exclusive
+                  of the host field.
+                items:
+                  type: string
+                type: array
               replicas:
                 description: (optional) Replica information
                 properties:
@@ -107,7 +116,6 @@ spec:
                 format: int32
                 type: integer
             required:
-            - host
             - scaleTargetRef
             type: object
           status:
diff --git a/examples/xkcd/templates/httpscaledobject.yaml b/examples/xkcd/templates/httpscaledobject.yaml
index 613280ee3..8a4ca4e0a 100644
--- a/examples/xkcd/templates/httpscaledobject.yaml
+++ b/examples/xkcd/templates/httpscaledobject.yaml
@@ -3,7 +3,10 @@ apiVersion: http.keda.sh/v1alpha1
 metadata:
     name: {{ include "xkcd.fullname" . }}
 spec:
-    host: {{ .Values.host }}
+    {{- with .Values.hosts }}
+    hosts:
+        {{- toYaml . | nindent 8 }}
+    {{- end }}
     targetPendingRequests: {{ .Values.targetPendingRequests }}
     scaleTargetRef:
         deployment: {{ include "xkcd.fullname" . }}
diff --git a/examples/xkcd/templates/ingress.yaml b/examples/xkcd/templates/ingress.yaml
index 97e564bbf..0e6f6a8ae 100644
--- a/examples/xkcd/templates/ingress.yaml
+++ b/examples/xkcd/templates/ingress.yaml
@@ -8,7 +8,8 @@ metadata:
     kubernetes.io/ingress.class: nginx
 spec:
   rules:
-  - host: {{ .Values.host }}
+  {{- range .Values.hosts }}
+  - host: {{ . | toString }}
     http:
       paths:
       - path: /
@@ -18,3 +19,4 @@ spec:
             name: keda-add-ons-http-interceptor-proxy
             port:
               number: 8080
+  {{- end }}
diff --git a/examples/xkcd/values.yaml b/examples/xkcd/values.yaml
index 716eb9db3..4584960bd 100644
--- a/examples/xkcd/values.yaml
+++ b/examples/xkcd/values.yaml
@@ -1,5 +1,7 @@
 replicaCount: 1
-host: myhost.com
+hosts:
+  - "myhost.com"
+  - "myhost2.com"
 targetPendingRequests: 200
 # This is the namespace that the ingress should be installed
 # into. It should be set to the same namespace as the
diff --git a/operator/apis/http/v1alpha1/httpscaledobject_types.go b/operator/apis/http/v1alpha1/httpscaledobject_types.go
index 5bc5b69a8..850e71013 100644
--- a/operator/apis/http/v1alpha1/httpscaledobject_types.go
+++ b/operator/apis/http/v1alpha1/httpscaledobject_types.go
@@ -40,9 +40,14 @@ type ReplicaStruct struct {
 
 // HTTPScaledObjectSpec defines the desired state of HTTPScaledObject
 type HTTPScaledObjectSpec struct {
-	// The host to route. All requests with this host in the "Host" header will
-	// be routed to the Service and Port specified in the scaleTargetRef
-	Host string `json:"host"`
+	// (optional) (deprecated) The host to route. All requests with these hosts in the "Host" header will
+	// be routed to the Service and Port specified in the scaleTargetRef. The host field is mutually exclusive of the hosts field
+	// +optional
+	Host *string `json:"host,omitempty"`
+	// (optional) The hosts to route. All requests with these hosts in the "Host" header will
+	// be routed to the Service and Port specified in the scaleTargetRef. The hosts field is mutually exclusive of the host field.
+	// +optional
+	Hosts []string `json:"hosts,omitempty"`
 	// The name of the deployment to route HTTP requests to (and to autoscale).
 	// Either this or Image must be set
 	ScaleTargetRef *ScaleTargetRef `json:"scaleTargetRef"`
diff --git a/operator/controllers/http/app.go b/operator/controllers/http/app.go
index ef1a0f187..f10f42c04 100644
--- a/operator/controllers/http/app.go
+++ b/operator/controllers/http/app.go
@@ -80,18 +80,14 @@ func removeApplicationResources(
 		v1alpha1.AppScaledObjectTerminated,
 	))
 
-	if err := removeAndUpdateRoutingTable(
+	return removeAndUpdateRoutingTable(
 		ctx,
 		logger,
 		cl,
 		routingTable,
-		httpso.Spec.Host,
+		httpso.Spec.Hosts,
 		baseConfig.CurrentNamespace,
-	); err != nil {
-		return err
-	}
-
-	return nil
+	)
 }
 
 func createOrUpdateApplicationResources(
@@ -144,12 +140,12 @@ func createOrUpdateApplicationResources(
 		targetPendingReqs = *tpr
 	}
 
-	if err := addAndUpdateRoutingTable(
+	return addAndUpdateRoutingTable(
 		ctx,
 		logger,
 		cl,
 		routingTable,
-		httpso.Spec.Host,
+		httpso.Spec.Hosts,
 		routing.NewTarget(
 			httpso.GetNamespace(),
 			httpso.Spec.ScaleTargetRef.Service,
@@ -158,8 +154,5 @@ func createOrUpdateApplicationResources(
 			targetPendingReqs,
 		),
 		baseConfig.CurrentNamespace,
-	); err != nil {
-		return err
-	}
-	return nil
+	)
 }
diff --git a/operator/controllers/http/httpscaledobject_controller.go b/operator/controllers/http/httpscaledobject_controller.go
index 01381d359..3e413734a 100644
--- a/operator/controllers/http/httpscaledobject_controller.go
+++ b/operator/controllers/http/httpscaledobject_controller.go
@@ -18,9 +18,11 @@ package http
 
 import (
 	"context"
+	"errors"
 	"time"
 
-	"k8s.io/apimachinery/pkg/api/errors"
+	"github.com/go-logr/logr"
+	k8serrors "k8s.io/apimachinery/pkg/api/errors"
 	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/apimachinery/pkg/runtime"
 	ctrl "sigs.k8s.io/controller-runtime"
@@ -61,7 +63,7 @@ func (r *HTTPScaledObjectReconciler) Reconcile(ctx context.Context, req ctrl.Req
 
 	httpso := &httpv1alpha1.HTTPScaledObject{}
 	if err := r.Client.Get(ctx, req.NamespacedName, httpso); err != nil {
-		if errors.IsNotFound(err) {
+		if k8serrors.IsNotFound(err) {
 			// If the HTTPScaledObject wasn't found, it might have
 			// been deleted between the reconcile and the get.
 			// It'll automatically get garbage collected, so don't
@@ -108,6 +110,12 @@ func (r *HTTPScaledObjectReconciler) Reconcile(ctx context.Context, req ctrl.Req
 		return ctrl.Result{}, err
 	}
 
+	// ensure only host or hosts is set and if host is set that
+	// it is converted to hosts
+	if err := sanitizeHosts(logger, httpso); err != nil {
+		return ctrl.Result{}, err
+	}
+
 	// httpso is updated now
 	logger.Info(
 		"Reconciling HTTPScaledObject",
@@ -171,3 +179,28 @@ func (r *HTTPScaledObjectReconciler) SetupWithManager(mgr ctrl.Manager) error {
 		For(&httpv1alpha1.HTTPScaledObject{}, builder.WithPredicates(predicate.GenerationChangedPredicate{})).
 		Complete(r)
 }
+
+// sanitize hosts by converting the host definition to hosts are erroring
+// when both fields are set
+func sanitizeHosts(
+	logger logr.Logger,
+	httpso *httpv1alpha1.HTTPScaledObject,
+) error {
+	switch {
+	case httpso.Spec.Hosts != nil && httpso.Spec.Host != nil:
+		err := errors.New("mutually exclusive fields Error")
+		logger.Error(err, "Only one of 'hosts' or 'host' field can be defined")
+		return err
+	case httpso.Spec.Hosts == nil && httpso.Spec.Host == nil:
+		err := errors.New("no host specified Error")
+		logger.Error(err, "At least one of 'hosts' or 'host' field must be defined")
+		return err
+	case httpso.Spec.Hosts == nil:
+		httpso.Spec.Hosts = []string{*httpso.Spec.Host}
+		httpso.Spec.Host = nil
+		logger.Info("Using the 'host' field is deprecated. Please consider switching to the 'hosts' field")
+		return nil
+	default:
+		return nil
+	}
+}
diff --git a/operator/controllers/http/httpscaledobject_test.go b/operator/controllers/http/httpscaledobject_test.go
new file mode 100644
index 000000000..38650191b
--- /dev/null
+++ b/operator/controllers/http/httpscaledobject_test.go
@@ -0,0 +1,65 @@
+package http
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/require"
+)
+
+func TestSanitizeHostsWithOnlyHosts(t *testing.T) {
+	r := require.New(t)
+
+	testInfra := newCommonTestInfra("testns", "testapp")
+	spec := testInfra.httpso.Spec
+
+	r.NoError(sanitizeHosts(
+		testInfra.logger,
+		&testInfra.httpso,
+	))
+
+	r.Equal(spec.Hosts, testInfra.httpso.Spec.Hosts)
+	r.Nil(testInfra.httpso.Spec.Host)
+}
+
+func TestSanitizeHostsWithBothHostAndHosts(t *testing.T) {
+	r := require.New(t)
+
+	testInfra := newBrokenTestInfra("testns", "testapp")
+
+	err := sanitizeHosts(
+		testInfra.logger,
+		&testInfra.httpso,
+	)
+	r.Error(err)
+}
+
+func TestSanitizeHostsWithOnlyHost(t *testing.T) {
+	r := require.New(t)
+
+	testInfra := newDeprecatedTestInfra("testns", "testapp")
+	spec := testInfra.httpso.Spec
+
+	r.NoError(sanitizeHosts(
+		testInfra.logger,
+		&testInfra.httpso,
+	))
+
+	r.NotEqual(spec.Hosts, testInfra.httpso.Spec.Hosts)
+	r.NotEqual(spec.Host, testInfra.httpso.Spec.Host)
+	r.Nil(testInfra.httpso.Spec.Host)
+	r.Equal([]string{*spec.Host}, testInfra.httpso.Spec.Hosts)
+}
+
+func TestSanitizeHostsWithNoHostOrHosts(t *testing.T) {
+	r := require.New(t)
+
+	testInfra := newEmptyHostTestInfra("testns", "testapp")
+
+	err := sanitizeHosts(
+		testInfra.logger,
+		&testInfra.httpso,
+	)
+	r.Error(err)
+	r.Nil(testInfra.httpso.Spec.Host)
+	r.Nil(testInfra.httpso.Spec.Hosts)
+}
diff --git a/operator/controllers/http/routing_table.go b/operator/controllers/http/routing_table.go
index e50c16842..128c2a059 100644
--- a/operator/controllers/http/routing_table.go
+++ b/operator/controllers/http/routing_table.go
@@ -16,17 +16,19 @@ func removeAndUpdateRoutingTable(
 	lggr logr.Logger,
 	cl client.Client,
 	table *routing.Table,
-	host,
+	hosts []string,
 	namespace string,
 ) error {
 	lggr = lggr.WithName("removeAndUpdateRoutingTable")
-	if err := table.RemoveTarget(host); err != nil {
-		lggr.Error(
-			err,
-			"could not remove host from routing table, progressing anyway",
-			"host",
-			host,
-		)
+	for _, host := range hosts {
+		if err := table.RemoveTarget(host); err != nil {
+			lggr.Error(
+				err,
+				"could not remove host from routing table, progressing anyway",
+				"host",
+				host,
+			)
+		}
 	}
 
 	return updateRoutingMap(ctx, lggr, cl, namespace, table)
@@ -37,18 +39,20 @@ func addAndUpdateRoutingTable(
 	lggr logr.Logger,
 	cl client.Client,
 	table *routing.Table,
-	host string,
+	hosts []string,
 	target routing.Target,
 	namespace string,
 ) error {
 	lggr = lggr.WithName("addAndUpdateRoutingTable")
-	if err := table.AddTarget(host, target); err != nil {
-		lggr.Error(
-			err,
-			"could not add host to routing table, progressing anyway",
-			"host",
-			host,
-		)
+	for _, host := range hosts {
+		if err := table.AddTarget(host, target); err != nil {
+			lggr.Error(
+				err,
+				"could not add host to routing table, progressing anyway",
+				"host",
+				host,
+			)
+		}
 	}
 	return updateRoutingMap(ctx, lggr, cl, namespace, table)
 }
diff --git a/operator/controllers/http/routing_table_test.go b/operator/controllers/http/routing_table_test.go
index 07d6bf14e..3f754ae38 100644
--- a/operator/controllers/http/routing_table_test.go
+++ b/operator/controllers/http/routing_table_test.go
@@ -13,14 +13,18 @@ import (
 	"github.com/kedacore/http-add-on/pkg/routing"
 )
 
+func getHosts() []string {
+	return []string{"myhost.com"}
+}
+
 func TestRoutingTable(t *testing.T) {
 	table := routing.NewTable()
 	const (
-		host     = "myhost.com"
 		ns       = "testns"
 		svcName  = "testsvc"
 		deplName = "testdepl"
 	)
+	hosts := getHosts()
 	r := require.New(t)
 	ctx := context.Background()
 	cl := k8s.NewFakeRuntimeClient()
@@ -45,7 +49,7 @@ func TestRoutingTable(t *testing.T) {
 		logr.Discard(),
 		cl,
 		table,
-		host,
+		hosts,
 		target,
 		ns,
 	))
@@ -56,16 +60,18 @@ func TestRoutingTable(t *testing.T) {
 	r.Equal(0, len(cl.FakeRuntimeClientWriter.Updates))
 	r.Equal(0, len(cl.FakeRuntimeClientWriter.Creates))
 
-	retTarget, err := table.Lookup(host)
-	r.NoError(err)
-	r.Equal(&target, retTarget)
+	for _, host := range hosts {
+		retTarget, err := table.Lookup(host)
+		r.NoError(err)
+		r.Equal(target, *retTarget)
+	}
 
 	r.NoError(removeAndUpdateRoutingTable(
 		ctx,
 		logr.Discard(),
 		cl,
 		table,
-		host,
+		hosts,
 		ns,
 	))
 
@@ -76,6 +82,8 @@ func TestRoutingTable(t *testing.T) {
 	r.Equal(0, len(cl.FakeRuntimeClientWriter.Updates))
 	r.Equal(0, len(cl.FakeRuntimeClientWriter.Creates))
 
-	_, err = table.Lookup(host)
-	r.Error(err)
+	for _, host := range hosts {
+		_, err := table.Lookup(host)
+		r.Error(err)
+	}
 }
diff --git a/operator/controllers/http/scaled_object.go b/operator/controllers/http/scaled_object.go
index afa9aed33..fa4a881bb 100644
--- a/operator/controllers/http/scaled_object.go
+++ b/operator/controllers/http/scaled_object.go
@@ -39,7 +39,7 @@ func createOrUpdateScaledObject(
 		fmt.Sprintf("%s-app", httpso.GetName()), // HTTPScaledObject name is the same as the ScaledObject name
 		httpso.Spec.ScaleTargetRef.Deployment,
 		externalScalerHostName,
-		httpso.Spec.Host,
+		httpso.Spec.Hosts,
 		minReplicaCount,
 		maxReplicaCount,
 		httpso.Spec.CooldownPeriod,
diff --git a/operator/controllers/http/scaled_object_test.go b/operator/controllers/http/scaled_object_test.go
index 25d583bcd..07280bd20 100644
--- a/operator/controllers/http/scaled_object_test.go
+++ b/operator/controllers/http/scaled_object_test.go
@@ -72,6 +72,12 @@ func TestCreateOrUpdateScaledObject(t *testing.T) {
 		spec.MaxReplicaCount,
 	)
 
+	// get hosts from spec and ensure all the hosts are there
+	r.Equal(
+		2,
+		len(testInfra.httpso.Spec.Hosts),
+	)
+
 	// now update the min and max replicas on the httpso
 	// and call createOrUpdateScaledObject again
 	if spec := &testInfra.httpso.Spec; spec.Replicas == nil {
diff --git a/operator/controllers/http/suite_test.go b/operator/controllers/http/suite_test.go
index 347068958..7a7f6ec11 100644
--- a/operator/controllers/http/suite_test.go
+++ b/operator/controllers/http/suite_test.go
@@ -102,6 +102,116 @@ func newCommonTestInfra(namespace, appName string) *commonTestInfra {
 	cl := fake.NewClientBuilder().WithScheme(localScheme).Build()
 	logger := logr.Discard()
 
+	httpso := httpv1alpha1.HTTPScaledObject{
+		ObjectMeta: metav1.ObjectMeta{
+			Namespace: namespace,
+			Name:      appName,
+		},
+		Spec: httpv1alpha1.HTTPScaledObjectSpec{
+			ScaleTargetRef: &httpv1alpha1.ScaleTargetRef{
+				Deployment: appName,
+				Service:    appName,
+				Port:       8081,
+			},
+			Hosts: []string{"myhost1.com", "myhost2.com"},
+		},
+	}
+
+	return &commonTestInfra{
+		ns:      namespace,
+		appName: appName,
+		ctx:     ctx,
+		cl:      cl,
+		logger:  logger,
+		httpso:  httpso,
+	}
+}
+
+func newBrokenTestInfra(namespace, appName string) *commonTestInfra {
+	localScheme := runtime.NewScheme()
+	utilruntime.Must(clientgoscheme.AddToScheme(localScheme))
+	utilruntime.Must(httpv1alpha1.AddToScheme(localScheme))
+	utilruntime.Must(kedav1alpha1.AddToScheme(localScheme))
+
+	ctx := context.Background()
+	cl := fake.NewClientBuilder().WithScheme(localScheme).Build()
+	logger := logr.Discard()
+
+	host := "myhost1.com"
+
+	httpso := httpv1alpha1.HTTPScaledObject{
+		ObjectMeta: metav1.ObjectMeta{
+			Namespace: namespace,
+			Name:      appName,
+		},
+		Spec: httpv1alpha1.HTTPScaledObjectSpec{
+			ScaleTargetRef: &httpv1alpha1.ScaleTargetRef{
+				Deployment: appName,
+				Service:    appName,
+				Port:       8081,
+			},
+			Hosts: []string{"myhost1.com", "myhost2.com"},
+			Host:  &host,
+		},
+	}
+
+	return &commonTestInfra{
+		ns:      namespace,
+		appName: appName,
+		ctx:     ctx,
+		cl:      cl,
+		logger:  logger,
+		httpso:  httpso,
+	}
+}
+
+func newDeprecatedTestInfra(namespace, appName string) *commonTestInfra {
+	localScheme := runtime.NewScheme()
+	utilruntime.Must(clientgoscheme.AddToScheme(localScheme))
+	utilruntime.Must(httpv1alpha1.AddToScheme(localScheme))
+	utilruntime.Must(kedav1alpha1.AddToScheme(localScheme))
+
+	ctx := context.Background()
+	cl := fake.NewClientBuilder().WithScheme(localScheme).Build()
+	logger := logr.Discard()
+
+	host := "myhost1.com"
+
+	httpso := httpv1alpha1.HTTPScaledObject{
+		ObjectMeta: metav1.ObjectMeta{
+			Namespace: namespace,
+			Name:      appName,
+		},
+		Spec: httpv1alpha1.HTTPScaledObjectSpec{
+			ScaleTargetRef: &httpv1alpha1.ScaleTargetRef{
+				Deployment: appName,
+				Service:    appName,
+				Port:       8081,
+			},
+			Host: &host,
+		},
+	}
+
+	return &commonTestInfra{
+		ns:      namespace,
+		appName: appName,
+		ctx:     ctx,
+		cl:      cl,
+		logger:  logger,
+		httpso:  httpso,
+	}
+}
+
+func newEmptyHostTestInfra(namespace, appName string) *commonTestInfra {
+	localScheme := runtime.NewScheme()
+	utilruntime.Must(clientgoscheme.AddToScheme(localScheme))
+	utilruntime.Must(httpv1alpha1.AddToScheme(localScheme))
+	utilruntime.Must(kedav1alpha1.AddToScheme(localScheme))
+
+	ctx := context.Background()
+	cl := fake.NewClientBuilder().WithScheme(localScheme).Build()
+	logger := logr.Discard()
+
 	httpso := httpv1alpha1.HTTPScaledObject{
 		ObjectMeta: metav1.ObjectMeta{
 			Namespace: namespace,
diff --git a/pkg/k8s/scaledobject.go b/pkg/k8s/scaledobject.go
index ddc20b0fe..e185a892f 100644
--- a/pkg/k8s/scaledobject.go
+++ b/pkg/k8s/scaledobject.go
@@ -1,6 +1,8 @@
 package k8s
 
 import (
+	"strings"
+
 	kedav1alpha1 "github.com/kedacore/keda/v2/apis/keda/v1alpha1"
 	appsv1 "k8s.io/api/apps/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
@@ -12,7 +14,7 @@ const (
 	soTriggerType     = "external-push"
 
 	mkScalerAddress = "scalerAddress"
-	mkHost          = "host"
+	mkHosts         = "hosts"
 )
 
 // NewScaledObject creates a new ScaledObject in memory
@@ -21,7 +23,7 @@ func NewScaledObject(
 	name string,
 	deploymentName string,
 	scalerAddress string,
-	host string,
+	hosts []string,
 	minReplicas *int32,
 	maxReplicas *int32,
 	cooldownPeriod *int32,
@@ -54,7 +56,7 @@ func NewScaledObject(
 					Type: soTriggerType,
 					Metadata: map[string]string{
 						mkScalerAddress: scalerAddress,
-						mkHost:          host,
+						mkHosts:         strings.Join(hosts, ","),
 					},
 				},
 			},
diff --git a/scaler/handlers.go b/scaler/handlers.go
index f616fc240..b18d86fb7 100644
--- a/scaler/handlers.go
+++ b/scaler/handlers.go
@@ -22,7 +22,8 @@ func init() {
 }
 
 const (
-	interceptor = "interceptor"
+	interceptor  = "interceptor"
+	httpRequests = "http-requests"
 )
 
 type impl struct {
@@ -59,32 +60,38 @@ func (e *impl) IsActive(
 	scaledObject *externalscaler.ScaledObjectRef,
 ) (*externalscaler.IsActiveResponse, error) {
 	lggr := e.lggr.WithName("IsActive")
-	host, ok := scaledObject.ScalerMetadata["host"]
-	if !ok {
-		err := fmt.Errorf("no 'host' field found in ScaledObject metadata")
-		lggr.Error(err, "returning immediately from IsActive RPC call", "ScaledObject", scaledObject)
+
+	hosts, err := getHostsFromScaledObjectRef(lggr, scaledObject)
+	if err != nil {
 		return nil, err
 	}
-	if host == interceptor {
-		return &externalscaler.IsActiveResponse{
-			Result: true,
-		}, nil
-	}
 
-	hostCount, ok := getHostCount(
-		host,
-		e.pinger.counts(),
-		e.routingTable,
-	)
-	if !ok {
-		err := fmt.Errorf("host '%s' not found in counts", host)
-		allCounts := e.pinger.mergeCountsWithRoutingTable(
+	totalHostCount := 0
+	for _, host := range hosts {
+		if host == interceptor {
+			return &externalscaler.IsActiveResponse{
+				Result: true,
+			}, nil
+		}
+
+		hostCount, ok := getHostCount(
+			host,
+			e.pinger.counts(),
 			e.routingTable,
 		)
-		lggr.Error(err, "Given host was not found in queue count map", "host", host, "allCounts", allCounts)
-		return nil, err
+		if !ok {
+			err := fmt.Errorf("host '%s' not found in counts", host)
+			allCounts := e.pinger.mergeCountsWithRoutingTable(
+				e.routingTable,
+			)
+			lggr.Error(err, "Given host was not found in queue count map", "host", host, "allCounts", allCounts)
+			return nil, err
+		}
+
+		totalHostCount += hostCount
 	}
-	active := hostCount > 0
+
+	active := totalHostCount > 0
 	return &externalscaler.IsActiveResponse{
 		Result: active,
 	}, nil
@@ -131,13 +138,15 @@ func (e *impl) GetMetricSpec(
 	sor *externalscaler.ScaledObjectRef,
 ) (*externalscaler.GetMetricSpecResponse, error) {
 	lggr := e.lggr.WithName("GetMetricSpec")
-	host, ok := sor.ScalerMetadata["host"]
-	if !ok {
-		err := fmt.Errorf("'host' not found in ScaledObject metadata")
-		lggr.Error(err, "no 'host' found in ScaledObject metadata")
+
+	hosts, err := getHostsFromScaledObjectRef(lggr, sor)
+	if err != nil {
 		return nil, err
 	}
+
 	var targetPendingRequests int64
+	var host = hosts[0] // We are only interested in the first host to get the targetPendingRequests
+
 	if host == interceptor {
 		targetPendingRequests = e.targetMetricInterceptor
 	} else {
@@ -151,15 +160,16 @@ func (e *impl) GetMetricSpec(
 			)
 			return nil, err
 		}
+		host = httpRequests
 		targetPendingRequests = int64(target.TargetPendingRequests)
 	}
+
 	metricSpecs := []*externalscaler.MetricSpec{
 		{
 			MetricName: host,
 			TargetSize: targetPendingRequests,
 		},
 	}
-
 	return &externalscaler.GetMetricSpecResponse{
 		MetricSpecs: metricSpecs,
 	}, nil
@@ -170,34 +180,40 @@ func (e *impl) GetMetrics(
 	metricRequest *externalscaler.GetMetricsRequest,
 ) (*externalscaler.GetMetricsResponse, error) {
 	lggr := e.lggr.WithName("GetMetrics")
-	host, ok := metricRequest.ScaledObjectRef.ScalerMetadata["host"]
-	if !ok {
-		err := fmt.Errorf("no 'host' field found in ScaledObject metadata")
-		lggr.Error(err, "ScaledObjectRef", metricRequest.ScaledObjectRef)
+
+	hosts, err := getHostsFromScaledObjectRef(lggr, metricRequest.ScaledObjectRef)
+	if err != nil {
 		return nil, err
 	}
 
-	hostCount, ok := getHostCount(
-		host,
-		e.pinger.counts(),
-		e.routingTable,
-	)
-	if !ok {
-		if host == interceptor {
+	var totalCount int64
+	var metricName = httpRequests
+	for _, host := range hosts {
+		hostCount, ok := getHostCount(
+			host,
+			e.pinger.counts(),
+			e.routingTable,
+		)
+		if !ok {
+			if host != interceptor {
+				err := fmt.Errorf("host '%s' not found in counts", host)
+				allCounts := e.pinger.mergeCountsWithRoutingTable(e.routingTable)
+				lggr.Error(err, "allCounts", allCounts)
+				return nil, err
+			}
 			hostCount = e.pinger.aggregate()
-		} else {
-			err := fmt.Errorf("host '%s' not found in counts", host)
-			allCounts := e.pinger.mergeCountsWithRoutingTable(e.routingTable)
-			lggr.Error(err, "allCounts", allCounts)
-			return nil, err
+			metricName = interceptor
 		}
+		totalCount += int64(hostCount)
 	}
+
 	metricValues := []*externalscaler.MetricValue{
 		{
-			MetricName:  host,
-			MetricValue: int64(hostCount),
+			MetricName:  metricName,
+			MetricValue: totalCount,
 		},
 	}
+
 	return &externalscaler.GetMetricsResponse{
 		MetricValues: metricValues,
 	}, nil
diff --git a/scaler/handlers_test.go b/scaler/handlers_test.go
index 8c0d95457..bc7d3620e 100644
--- a/scaler/handlers_test.go
+++ b/scaler/handlers_test.go
@@ -31,7 +31,7 @@ func standardTarget() routing.Target {
 func TestStreamIsActive(t *testing.T) {
 	type testCase struct {
 		name        string
-		host        string
+		hosts       string
 		expected    bool
 		expectedErr bool
 		setup       func(*routing.Table, *queuePinger)
@@ -40,7 +40,7 @@ func TestStreamIsActive(t *testing.T) {
 	testCases := []testCase{
 		{
 			name:        "Simple host inactive",
-			host:        t.Name(),
+			hosts:       t.Name(),
 			expected:    false,
 			expectedErr: false,
 			setup: func(table *routing.Table, q *queuePinger) {
@@ -52,14 +52,14 @@ func TestStreamIsActive(t *testing.T) {
 		},
 		{
 			name:        "Host is 'interceptor'",
-			host:        "interceptor",
+			hosts:       "interceptor",
 			expected:    true,
 			expectedErr: false,
 			setup:       func(*routing.Table, *queuePinger) {},
 		},
 		{
 			name:        "Simple host active",
-			host:        t.Name(),
+			hosts:       t.Name(),
 			expected:    true,
 			expectedErr: false,
 			setup: func(table *routing.Table, q *queuePinger) {
@@ -69,9 +69,22 @@ func TestStreamIsActive(t *testing.T) {
 				q.allCounts[t.Name()] = 1
 			},
 		},
+		{
+			name:        "Simple multi host active",
+			hosts:       "host1,host2",
+			expected:    true,
+			expectedErr: false,
+			setup: func(table *routing.Table, q *queuePinger) {
+				r.NoError(table.AddTarget(t.Name(), standardTarget()))
+				q.pingMut.Lock()
+				defer q.pingMut.Unlock()
+				q.allCounts["host1"] = 1
+				q.allCounts["host2"] = 1
+			},
+		},
 		{
 			name:        "No host present, but host in routing table",
-			host:        t.Name(),
+			hosts:       t.Name(),
 			expected:    false,
 			expectedErr: false,
 			setup: func(table *routing.Table, q *queuePinger) {
@@ -80,7 +93,7 @@ func TestStreamIsActive(t *testing.T) {
 		},
 		{
 			name:        "Host doesn't exist",
-			host:        t.Name(),
+			hosts:       t.Name(),
 			expected:    false,
 			expectedErr: true,
 			setup:       func(*routing.Table, *queuePinger) {},
@@ -132,7 +145,7 @@ func TestStreamIsActive(t *testing.T) {
 
 			testRef := &externalscaler.ScaledObjectRef{
 				ScalerMetadata: map[string]string{
-					"host": tc.host,
+					"hosts": tc.hosts,
 				},
 			}
 
@@ -163,7 +176,7 @@ func TestStreamIsActive(t *testing.T) {
 func TestIsActive(t *testing.T) {
 	type testCase struct {
 		name        string
-		host        string
+		hosts       string
 		expected    bool
 		expectedErr bool
 		setup       func(*routing.Table, *queuePinger)
@@ -172,7 +185,7 @@ func TestIsActive(t *testing.T) {
 	testCases := []testCase{
 		{
 			name:        "Simple host inactive",
-			host:        t.Name(),
+			hosts:       t.Name(),
 			expected:    false,
 			expectedErr: false,
 			setup: func(table *routing.Table, q *queuePinger) {
@@ -184,14 +197,14 @@ func TestIsActive(t *testing.T) {
 		},
 		{
 			name:        "Host is 'interceptor'",
-			host:        "interceptor",
+			hosts:       "interceptor",
 			expected:    true,
 			expectedErr: false,
 			setup:       func(*routing.Table, *queuePinger) {},
 		},
 		{
 			name:        "Simple host active",
-			host:        t.Name(),
+			hosts:       t.Name(),
 			expected:    true,
 			expectedErr: false,
 			setup: func(table *routing.Table, q *queuePinger) {
@@ -201,9 +214,22 @@ func TestIsActive(t *testing.T) {
 				q.allCounts[t.Name()] = 1
 			},
 		},
+		{
+			name:        "Simple multi host active",
+			hosts:       "host1,host2",
+			expected:    true,
+			expectedErr: false,
+			setup: func(table *routing.Table, q *queuePinger) {
+				r.NoError(table.AddTarget(t.Name(), standardTarget()))
+				q.pingMut.Lock()
+				defer q.pingMut.Unlock()
+				q.allCounts["host1"] = 1
+				q.allCounts["host2"] = 1
+			},
+		},
 		{
 			name:        "No host present, but host in routing table",
-			host:        t.Name(),
+			hosts:       t.Name(),
 			expected:    false,
 			expectedErr: false,
 			setup: func(table *routing.Table, q *queuePinger) {
@@ -212,7 +238,7 @@ func TestIsActive(t *testing.T) {
 		},
 		{
 			name:        "Host doesn't exist",
-			host:        t.Name(),
+			hosts:       t.Name(),
 			expected:    false,
 			expectedErr: true,
 			setup:       func(*routing.Table, *queuePinger) {},
@@ -236,11 +262,12 @@ func TestIsActive(t *testing.T) {
 				123,
 				200,
 			)
+
 			res, err := hdl.IsActive(
 				ctx,
 				&externalscaler.ScaledObjectRef{
 					ScalerMetadata: map[string]string{
-						"host": tc.host,
+						"hosts": tc.hosts,
 					},
 				},
 			)
@@ -270,11 +297,11 @@ func TestGetMetricSpecTable(t *testing.T) {
 	r := require.New(t)
 	cases := []testCase{
 		{
-			name:                           "valid host as host value in scaler metadata",
+			name:                           "valid host as single host value in scaler metadata",
 			defaultTargetMetric:            0,
 			defaultTargetMetricInterceptor: 123,
 			scalerMetadata: map[string]string{
-				"host":                  "validHost",
+				"hosts":                 "validHost",
 				"targetPendingRequests": "123",
 			},
 			newRoutingTableFn: func() *routing.Table {
@@ -295,7 +322,44 @@ func TestGetMetricSpecTable(t *testing.T) {
 				r.NotNil(res)
 				r.Equal(1, len(res.MetricSpecs))
 				spec := res.MetricSpecs[0]
-				r.Equal("validHost", spec.MetricName)
+				r.Equal(httpRequests, spec.MetricName)
+				r.Equal(int64(123), spec.TargetSize)
+			},
+		},
+		{
+			name:                           "valid hosts as multiple hosts value in scaler metadata",
+			defaultTargetMetric:            0,
+			defaultTargetMetricInterceptor: 123,
+			scalerMetadata: map[string]string{
+				"hosts":                 "validHost1,validHost2",
+				"targetPendingRequests": "123",
+			},
+			newRoutingTableFn: func() *routing.Table {
+				ret := routing.NewTable()
+				r.NoError(ret.AddTarget("validHost1", routing.NewTarget(
+					ns,
+					"testsrv",
+					8080,
+					"testdepl",
+					123,
+				)))
+				r.NoError(ret.AddTarget("validHost2", routing.NewTarget(
+					ns,
+					"testsrv",
+					8080,
+					"testdepl",
+					123,
+				)))
+				return ret
+			},
+			checker: func(t *testing.T, res *externalscaler.GetMetricSpecResponse, err error) {
+				t.Helper()
+				r := require.New(t)
+				r.NoError(err)
+				r.NotNil(res)
+				r.Equal(1, len(res.MetricSpecs))
+				spec := res.MetricSpecs[0]
+				r.Equal(httpRequests, spec.MetricName)
 				r.Equal(int64(123), spec.TargetSize)
 			},
 		},
@@ -304,7 +368,7 @@ func TestGetMetricSpecTable(t *testing.T) {
 			defaultTargetMetric:            1000,
 			defaultTargetMetricInterceptor: 2000,
 			scalerMetadata: map[string]string{
-				"host":                  "interceptor",
+				"hosts":                 interceptor,
 				"targetPendingRequests": "123",
 			},
 			newRoutingTableFn: func() *routing.Table {
@@ -325,7 +389,7 @@ func TestGetMetricSpecTable(t *testing.T) {
 				r.NotNil(res)
 				r.Equal(1, len(res.MetricSpecs))
 				spec := res.MetricSpecs[0]
-				r.Equal("interceptor", spec.MetricName)
+				r.Equal(interceptor, spec.MetricName)
 				r.Equal(int64(2000), spec.TargetSize)
 			},
 		},
@@ -425,7 +489,7 @@ func TestGetMetrics(t *testing.T) {
 
 	testCases := []testCase{
 		{
-			name:           "no 'host' field in the scaler metadata field",
+			name:           "no 'hosts' field in the scaler metadata field",
 			scalerMetadata: map[string]string{},
 			setupFn: func(
 				ctx context.Context,
@@ -445,7 +509,7 @@ func TestGetMetrics(t *testing.T) {
 				r.Nil(res)
 				r.Contains(
 					err.Error(),
-					"no 'host' field found in ScaledObject metadata",
+					"no 'hosts' field in the scaler metadata field",
 				)
 			},
 			defaultTargetMetric:            int64(200),
@@ -454,7 +518,7 @@ func TestGetMetrics(t *testing.T) {
 		{
 			name: "missing host value in the queue pinger",
 			scalerMetadata: map[string]string{
-				"host": "missingHostInQueue",
+				"hosts": "missingHostInQueue",
 			},
 			setupFn: func(
 				ctx context.Context,
@@ -481,7 +545,7 @@ func TestGetMetrics(t *testing.T) {
 		{
 			name: "valid host",
 			scalerMetadata: map[string]string{
-				"host": "validHost",
+				"hosts": "validHost",
 			},
 			setupFn: func(
 				ctx context.Context,
@@ -504,7 +568,7 @@ func TestGetMetrics(t *testing.T) {
 				r.NotNil(res)
 				r.Equal(1, len(res.MetricValues))
 				metricVal := res.MetricValues[0]
-				r.Equal("validHost", metricVal.MetricName)
+				r.Equal(httpRequests, metricVal.MetricName)
 				r.Equal(int64(201), metricVal.MetricValue)
 			},
 			defaultTargetMetric:            int64(200),
@@ -513,7 +577,7 @@ func TestGetMetrics(t *testing.T) {
 		{
 			name: "'interceptor' as host",
 			scalerMetadata: map[string]string{
-				"host": "interceptor",
+				"hosts": interceptor,
 			},
 			setupFn: func(
 				ctx context.Context,
@@ -536,7 +600,7 @@ func TestGetMetrics(t *testing.T) {
 				r.NotNil(res)
 				r.Equal(1, len(res.MetricValues))
 				metricVal := res.MetricValues[0]
-				r.Equal("interceptor", metricVal.MetricName)
+				r.Equal(interceptor, metricVal.MetricName)
 				// the value here needs to be the same thing as
 				// the sum of the values in the fake queue created
 				// in the setup function
@@ -548,7 +612,7 @@ func TestGetMetrics(t *testing.T) {
 		{
 			name: "host in routing table, missing in queue pinger",
 			scalerMetadata: map[string]string{
-				"host": "myhost.com",
+				"hosts": "myhost.com",
 			},
 			setupFn: func(
 				ctx context.Context,
@@ -576,7 +640,7 @@ func TestGetMetrics(t *testing.T) {
 				r.NotNil(res)
 				r.Equal(1, len(res.MetricValues))
 				metricVal := res.MetricValues[0]
-				r.Equal("myhost.com", metricVal.MetricName)
+				r.Equal(httpRequests, metricVal.MetricName)
 				// the value here needs to be the same thing as
 				// the sum of the values in the fake queue created
 				// in the setup function
@@ -585,6 +649,42 @@ func TestGetMetrics(t *testing.T) {
 			defaultTargetMetric:            int64(200),
 			defaultTargetMetricInterceptor: int64(300),
 		},
+		{
+			name: "multiple validHosts add MetricValues",
+			scalerMetadata: map[string]string{
+				"hosts": "validHost1,validHost2",
+			},
+			setupFn: func(
+				ctx context.Context,
+				lggr logr.Logger,
+			) (*routing.Table, *queuePinger, func(), error) {
+				table := routing.NewTable()
+				pinger, done, err := startFakeInterceptorServer(ctx, lggr, map[string]int{
+					"validHost1": 123,
+					"validHost2": 456,
+				}, 2*time.Millisecond)
+				if err != nil {
+					return nil, nil, nil, err
+				}
+
+				return table, pinger, done, nil
+			},
+			checkFn: func(t *testing.T, res *externalscaler.GetMetricsResponse, err error) {
+				t.Helper()
+				r := require.New(t)
+				r.NoError(err)
+				r.NotNil(res)
+				r.Equal(1, len(res.MetricValues))
+				metricVal := res.MetricValues[0]
+				r.Equal(httpRequests, metricVal.MetricName)
+				// the value here needs to be the same thing as
+				// the sum of the values in the fake queue created
+				// in the setup function
+				r.Equal(int64(579), metricVal.MetricValue)
+			},
+			defaultTargetMetric:            int64(500),
+			defaultTargetMetricInterceptor: int64(600),
+		},
 	}
 
 	for i, c := range testCases {
diff --git a/scaler/host_counts.go b/scaler/host_counts.go
deleted file mode 100644
index 0a8874842..000000000
--- a/scaler/host_counts.go
+++ /dev/null
@@ -1,21 +0,0 @@
-package main
-
-import (
-	"github.com/kedacore/http-add-on/pkg/routing"
-)
-
-// getHostCount gets proper count for given host regardless whether
-// host is in counts or only in routerTable
-func getHostCount(
-	host string,
-	counts map[string]int,
-	table routing.TableReader,
-) (int, bool) {
-	count, exists := counts[host]
-	if exists {
-		return count, exists
-	}
-
-	exists = table.HasHost(host)
-	return 0, exists
-}
diff --git a/scaler/hosts.go b/scaler/hosts.go
new file mode 100644
index 000000000..148f51b57
--- /dev/null
+++ b/scaler/hosts.go
@@ -0,0 +1,38 @@
+package main
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/go-logr/logr"
+
+	"github.com/kedacore/http-add-on/pkg/routing"
+	externalscaler "github.com/kedacore/http-add-on/proto"
+)
+
+// getHostCount gets proper count for given host regardless whether
+// host is in counts or only in routerTable
+func getHostCount(
+	host string,
+	counts map[string]int,
+	table routing.TableReader,
+) (int, bool) {
+	count, exists := counts[host]
+	if exists {
+		return count, exists
+	}
+
+	exists = table.HasHost(host)
+	return 0, exists
+}
+
+// gets hosts from scaledobjectref
+func getHostsFromScaledObjectRef(lggr logr.Logger, sor *externalscaler.ScaledObjectRef) ([]string, error) {
+	serializedHosts, ok := sor.ScalerMetadata["hosts"]
+	if !ok {
+		err := fmt.Errorf("no 'hosts' field in the scaler metadata field")
+		lggr.Error(err, "'hosts' not found in the scaler metadata field")
+		return make([]string, 0), err
+	}
+	return strings.Split(serializedHosts, ","), nil
+}