diff --git a/docs/admin/prometheus.md b/docs/admin/prometheus.md
index 3af6a08466edb..836b61475ce40 100644
--- a/docs/admin/prometheus.md
+++ b/docs/admin/prometheus.md
@@ -35,7 +35,8 @@ The Prometheus endpoint can be enabled in the
 [Helm chart's](https://github.com/coder/coder/tree/main/helm) `values.yml` by
 setting the environment variable `CODER_PROMETHEUS_ADDRESS` to `0.0.0.0:2112`.
 The environment variable `CODER_PROMETHEUS_ENABLE` will be enabled
-automatically.
+automatically. A Service Endpoint will also be exposed allowing Prometheus
+Service Monitors to be used.
 
 ### Prometheus configuration
 
@@ -53,6 +54,26 @@ scrape_configs:
           apps: "coder"
 ```
 
+To use the Kubernetes Prometheus operator to scrape metrics, you will need to
+create a `ServiceMonitor` in your Coder deployment namespace. Below is an
+example `ServiceMonitor`:
+
+```yaml
+apiVersion: monitoring.coreos.com/v1
+kind: ServiceMonitor
+metadata:
+  name: coder-service-monitor
+  namespace: coder
+spec:
+  endpoints:
+    - port: prometheus-http
+      interval: 10s
+      scrapeTimeout: 10s
+  selector:
+    matchLabels:
+      app.kubernetes.io/name: coder
+```
+
 ## Available metrics
 
 <!-- Code generated by 'make docs/admin/prometheus.md'. DO NOT EDIT -->
diff --git a/helm/coder/templates/service.yaml b/helm/coder/templates/service.yaml
index 1881f992a695e..4c427a699cb64 100644
--- a/helm/coder/templates/service.yaml
+++ b/helm/coder/templates/service.yaml
@@ -28,6 +28,25 @@ spec:
       nodePort: {{ .Values.coder.service.httpsNodePort }}
       {{ end }}
     {{- end }}
+    {{- range .Values.coder.env }}
+    {{- if eq .name "CODER_PROMETHEUS_ENABLE" }}
+    {{/*
+      This sadly has to be nested to avoid evaluating the second part
+      of the condition too early and potentially getting type errors if
+      the value is not a string (like a `valueFrom`). We do not support
+      `valueFrom` for this env var specifically.
+      */}}
+    {{- if eq .value "true" }}
+    - name: "prometheus-http"
+      port: 2112
+      targetPort: "prometheus-http"
+      protocol: TCP
+      {{ if eq $.Values.coder.service.type "NodePort" }}
+      nodePort: {{ $.Values.coder.service.prometheusNodePort }}
+      {{ end }}
+    {{- end }}
+    {{- end }}
+    {{- end }}
   {{- if eq "LoadBalancer" .Values.coder.service.type }}
   {{- with .Values.coder.service.loadBalancerIP }}
   loadBalancerIP: {{ . | quote }}
diff --git a/helm/coder/tests/chart_test.go b/helm/coder/tests/chart_test.go
index a58ea36e675c5..8a57cdec25d69 100644
--- a/helm/coder/tests/chart_test.go
+++ b/helm/coder/tests/chart_test.go
@@ -80,6 +80,10 @@ var testCases = []testCase{
 		name:          "extra_templates",
 		expectedError: "",
 	},
+	{
+		name:          "prometheus",
+		expectedError: "",
+	},
 }
 
 type testCase struct {
@@ -158,7 +162,10 @@ func TestUpdateGoldenFiles(t *testing.T) {
 
 		valuesPath := tc.valuesFilePath()
 		templateOutput, err := runHelmTemplate(t, helmPath, "..", valuesPath)
-
+		if err != nil {
+			t.Logf("error running `helm template -f %q`: %v", valuesPath, err)
+			t.Logf("output: %s", templateOutput)
+		}
 		require.NoError(t, err, "failed to run `helm template -f %q`", valuesPath)
 
 		goldenFilePath := tc.goldenFilePath()
diff --git a/helm/coder/tests/testdata/prometheus.golden b/helm/coder/tests/testdata/prometheus.golden
new file mode 100644
index 0000000000000..d84861fa2d338
--- /dev/null
+++ b/helm/coder/tests/testdata/prometheus.golden
@@ -0,0 +1,204 @@
+---
+# Source: coder/templates/coder.yaml
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  annotations: {}
+  labels:
+    app.kubernetes.io/instance: release-name
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/name: coder
+    app.kubernetes.io/part-of: coder
+    app.kubernetes.io/version: 0.1.0
+    helm.sh/chart: coder-0.1.0
+  name: coder
+---
+# Source: coder/templates/rbac.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: Role
+metadata:
+  name: coder-workspace-perms
+rules:
+  - apiGroups: [""]
+    resources: ["pods"]
+    verbs:
+    - create
+    - delete
+    - deletecollection
+    - get
+    - list
+    - patch
+    - update
+    - watch
+  - apiGroups: [""]
+    resources: ["persistentvolumeclaims"]
+    verbs:
+    - create
+    - delete
+    - deletecollection
+    - get
+    - list
+    - patch
+    - update
+    - watch
+  - apiGroups:
+    - apps
+    resources:
+    - deployments
+    verbs:
+    - create
+    - delete
+    - deletecollection
+    - get
+    - list
+    - patch
+    - update
+    - watch
+---
+# Source: coder/templates/rbac.yaml
+apiVersion: rbac.authorization.k8s.io/v1
+kind: RoleBinding
+metadata:
+  name: "coder"
+subjects:
+  - kind: ServiceAccount
+    name: "coder"
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: Role
+  name: coder-workspace-perms
+---
+# Source: coder/templates/service.yaml
+apiVersion: v1
+kind: Service
+metadata:
+  name: coder
+  labels:
+    helm.sh/chart: coder-0.1.0
+    app.kubernetes.io/name: coder
+    app.kubernetes.io/instance: release-name
+    app.kubernetes.io/part-of: coder
+    app.kubernetes.io/version: "0.1.0"
+    app.kubernetes.io/managed-by: Helm
+  annotations:
+    {}
+spec:
+  type: NodePort
+  sessionAffinity: None
+  ports:
+    - name: "http"
+      port: 80
+      targetPort: "http"
+      protocol: TCP
+      
+      nodePort: 
+      
+    
+    - name: "prometheus-http"
+      port: 2112
+      targetPort: "prometheus-http"
+      protocol: TCP
+      
+      nodePort: 31112
+      
+  selector:
+    app.kubernetes.io/name: coder
+    app.kubernetes.io/instance: release-name
+---
+# Source: coder/templates/coder.yaml
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  annotations: {}
+  labels:
+    app.kubernetes.io/instance: release-name
+    app.kubernetes.io/managed-by: Helm
+    app.kubernetes.io/name: coder
+    app.kubernetes.io/part-of: coder
+    app.kubernetes.io/version: 0.1.0
+    helm.sh/chart: coder-0.1.0
+  name: coder
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app.kubernetes.io/instance: release-name
+      app.kubernetes.io/name: coder
+  template:
+    metadata:
+      annotations: {}
+      labels:
+        app.kubernetes.io/instance: release-name
+        app.kubernetes.io/managed-by: Helm
+        app.kubernetes.io/name: coder
+        app.kubernetes.io/part-of: coder
+        app.kubernetes.io/version: 0.1.0
+        helm.sh/chart: coder-0.1.0
+    spec:
+      affinity:
+        podAntiAffinity:
+          preferredDuringSchedulingIgnoredDuringExecution:
+          - podAffinityTerm:
+              labelSelector:
+                matchExpressions:
+                - key: app.kubernetes.io/instance
+                  operator: In
+                  values:
+                  - coder
+              topologyKey: kubernetes.io/hostname
+            weight: 1
+      containers:
+      - args:
+        - server
+        command:
+        - /opt/coder
+        env:
+        - name: CODER_HTTP_ADDRESS
+          value: 0.0.0.0:8080
+        - name: CODER_PROMETHEUS_ADDRESS
+          value: 0.0.0.0:2112
+        - name: CODER_ACCESS_URL
+          value: http://coder.default.svc.cluster.local
+        - name: KUBE_POD_IP
+          valueFrom:
+            fieldRef:
+              fieldPath: status.podIP
+        - name: CODER_DERP_SERVER_RELAY_URL
+          value: http://$(KUBE_POD_IP):8080
+        - name: CODER_PROMETHEUS_ENABLE
+          value: "true"
+        image: ghcr.io/coder/coder:latest
+        imagePullPolicy: IfNotPresent
+        lifecycle: {}
+        livenessProbe:
+          httpGet:
+            path: /healthz
+            port: http
+            scheme: HTTP
+        name: coder
+        ports:
+        - containerPort: 8080
+          name: http
+          protocol: TCP
+        - containerPort: 2112
+          name: prometheus-http
+          protocol: TCP
+        readinessProbe:
+          httpGet:
+            path: /healthz
+            port: http
+            scheme: HTTP
+        resources: {}
+        securityContext:
+          allowPrivilegeEscalation: false
+          readOnlyRootFilesystem: null
+          runAsGroup: 1000
+          runAsNonRoot: true
+          runAsUser: 1000
+          seccompProfile:
+            type: RuntimeDefault
+        volumeMounts: []
+      restartPolicy: Always
+      serviceAccountName: coder
+      terminationGracePeriodSeconds: 60
+      volumes: []
diff --git a/helm/coder/tests/testdata/prometheus.yaml b/helm/coder/tests/testdata/prometheus.yaml
new file mode 100644
index 0000000000000..6e9fe6492c6ce
--- /dev/null
+++ b/helm/coder/tests/testdata/prometheus.yaml
@@ -0,0 +1,9 @@
+coder:
+  image:
+    tag: latest
+  service:
+    type: NodePort
+    prometheusNodePort: 31112
+  env:
+    - name: CODER_PROMETHEUS_ENABLE
+      value: "true"
diff --git a/helm/coder/values.yaml b/helm/coder/values.yaml
index 2f064836d5321..153d638037982 100644
--- a/helm/coder/values.yaml
+++ b/helm/coder/values.yaml
@@ -259,12 +259,19 @@ coder:
     # coder.service.annotations -- The service annotations. See:
     # https://kubernetes.io/docs/concepts/services-networking/service/#internal-load-balancer
     annotations: {}
-    # coder.service.httpNodePort -- Enabled if coder.service.type is set to NodePort.
-    # If not set, Kubernetes will allocate a port from the default range, 30000-32767.
+    # coder.service.httpNodePort -- Enabled if coder.service.type is set to
+    # NodePort. If not set, Kubernetes will allocate a port from the default
+    # range, 30000-32767.
     httpNodePort: ""
-    # coder.service.httpsNodePort -- Enabled if coder.service.type is set to NodePort.
-    # If not set, Kubernetes will allocate a port from the default range, 30000-32767.
+    # coder.service.httpsNodePort -- Enabled if coder.service.type is set to
+    # NodePort. If not set, Kubernetes will allocate a port from the default
+    # range, 30000-32767.
     httpsNodePort: ""
+    # coder.service.prometheusNodePort -- Enabled if coder.service.type is set
+    # to NodePort. If not set, Kubernetes will allocate a port from the default
+    # range, 30000-32767. The "prometheus-http" port on the coder service is
+    # only exposed if CODER_PROMETHEUS_ENABLE is set to true.
+    prometheusNodePort: ""
 
   # coder.ingress -- The Ingress object to expose for Coder.
   ingress: