diff --git a/pkg/opni/cliutil/render_metrics.go b/pkg/opni/cliutil/render_metrics.go
index cd2865da60..b6f37bdac8 100644
--- a/pkg/opni/cliutil/render_metrics.go
+++ b/pkg/opni/cliutil/render_metrics.go
@@ -122,13 +122,13 @@ func renderCortexServiceStatus(status *cortexadmin.CortexStatus) string {
 
 	services := map[string]map[string]string{}
 
-	services["Distributor"] = servicesByName(status.Distributor)
-	services["Ingester"] = servicesByName(status.Ingester)
-	services["Ruler"] = servicesByName(status.Ruler)
-	services["Purger"] = servicesByName(status.Purger)
-	services["Compactor"] = servicesByName(status.Compactor)
-	services["Store Gateway"] = servicesByName(status.StoreGateway)
-	services["Querier"] = servicesByName(status.Querier)
+	services["Distributor"] = servicesByName(status.GetDistributor())
+	services["Ingester"] = servicesByName(status.GetIngester())
+	services["Ruler"] = servicesByName(status.GetRuler())
+	services["Purger"] = servicesByName(status.GetPurger())
+	services["Compactor"] = servicesByName(status.GetCompactor())
+	services["Store Gateway"] = servicesByName(status.GetStoreGateway())
+	services["Querier"] = servicesByName(status.GetQuerier())
 
 	moduleNames := []string{}
 	for _, v := range services {
diff --git a/pkg/resources/monitoring/cortex/helpers.go b/pkg/resources/monitoring/cortex/helpers.go
index b4bc2f84c8..c783a9d778 100644
--- a/pkg/resources/monitoring/cortex/helpers.go
+++ b/pkg/resources/monitoring/cortex/helpers.go
@@ -524,6 +524,7 @@ type CortexServiceOptions struct {
 	addHeadlessService       bool
 	publishNotReadyAddresses bool
 	addServiceMonitor        bool
+	targetLabelOverride      string
 }
 
 type CortexServiceOption func(*CortexServiceOptions)
@@ -547,6 +548,19 @@ func AddServiceMonitor() CortexServiceOption {
 	}
 }
 
+func WithTargetLabelOverride(override string) CortexServiceOption {
+	return func(o *CortexServiceOptions) {
+		o.targetLabelOverride = override
+	}
+}
+
+func serviceOverride(componentOverride string, fallback string) string {
+	if componentOverride != "" {
+		return componentOverride
+	}
+	return fallback
+}
+
 func (r *Reconciler) buildCortexWorkloadServices(
 	target string,
 	opts ...CortexServiceOption,
@@ -554,7 +568,9 @@ func (r *Reconciler) buildCortexWorkloadServices(
 	options := CortexServiceOptions{}
 	options.apply(opts...)
 
-	targetLabels := cortexWorkloadLabels(target)
+	targetLabels := cortexWorkloadLabels(
+		serviceOverride(options.targetLabelOverride, target),
+	)
 
 	httpPort := corev1.ServicePort{
 		Name:       "http-metrics",
diff --git a/pkg/resources/monitoring/cortex/services.go b/pkg/resources/monitoring/cortex/services.go
index 50563dcaaf..c5dc7265e6 100644
--- a/pkg/resources/monitoring/cortex/services.go
+++ b/pkg/resources/monitoring/cortex/services.go
@@ -10,39 +10,52 @@ import (
 )
 
 func (r *Reconciler) services() []resources.Resource {
+	svcOpts := []CortexServiceOption{
+		AddServiceMonitor(),
+	}
+	if targets := r.mc.Spec.Cortex.CortexWorkloads.GetTargets(); len(targets) == 1 &&
+		lo.ValueOr(targets, all, nil) != nil {
+		svcOpts = append(svcOpts, WithTargetLabelOverride(all))
+	}
+
 	resources := []resources.Resource{
 		r.memberlistService(),
 	}
-	resources = append(resources, r.buildCortexWorkloadServices(alertmanager,
-		AddServiceMonitor(),
+	resources = append(resources, r.buildCortexWorkloadServices(
+		alertmanager,
+		svcOpts...,
 	)...)
-	resources = append(resources, r.buildCortexWorkloadServices(compactor,
-		AddServiceMonitor(),
+	resources = append(resources, r.buildCortexWorkloadServices(
+		compactor,
+		svcOpts...,
 	)...)
-	resources = append(resources, r.buildCortexWorkloadServices(purger,
-		AddServiceMonitor(),
+	resources = append(resources, r.buildCortexWorkloadServices(
+		purger,
+		svcOpts...,
 	)...)
-	resources = append(resources, r.buildCortexWorkloadServices(distributor,
-		AddHeadlessService(true),
-		AddServiceMonitor(),
+	resources = append(resources, r.buildCortexWorkloadServices(
+		distributor,
+		append(svcOpts, AddHeadlessService(true))...,
 	)...)
-	resources = append(resources, r.buildCortexWorkloadServices(ingester,
-		AddHeadlessService(false),
-		AddServiceMonitor(),
+	resources = append(resources, r.buildCortexWorkloadServices(
+		ingester,
+		append(svcOpts, AddHeadlessService(false))...,
 	)...)
-	resources = append(resources, r.buildCortexWorkloadServices(querier,
-		AddServiceMonitor(),
+	resources = append(resources, r.buildCortexWorkloadServices(
+		querier,
+		svcOpts...,
 	)...)
-	resources = append(resources, r.buildCortexWorkloadServices(queryFrontend,
-		AddHeadlessService(true),
-		AddServiceMonitor(),
+	resources = append(resources, r.buildCortexWorkloadServices(
+		queryFrontend,
+		append(svcOpts, AddHeadlessService(true))...,
 	)...)
-	resources = append(resources, r.buildCortexWorkloadServices(ruler,
-		AddServiceMonitor(),
+	resources = append(resources, r.buildCortexWorkloadServices(
+		ruler,
+		svcOpts...,
 	)...)
-	resources = append(resources, r.buildCortexWorkloadServices(storeGateway,
-		AddHeadlessService(false),
-		AddServiceMonitor(),
+	resources = append(resources, r.buildCortexWorkloadServices(
+		storeGateway,
+		append(svcOpts, AddHeadlessService(false))...,
 	)...)
 	return resources
 }