diff --git a/autocomplete.go b/autocomplete.go
new file mode 100644
index 000000000..9b5ed15d6
--- /dev/null
+++ b/autocomplete.go
@@ -0,0 +1,63 @@
+package main
+
+import (
+	"encoding/json"
+	"net/http"
+	"sort"
+	"strings"
+	"time"
+
+	"github.com/gin-gonic/gin"
+	"github.com/prymitive/unsee/internal/alertmanager"
+
+	log "github.com/sirupsen/logrus"
+)
+
+// knownLabelNames allows querying known label names
+func knownLabelNames(c *gin.Context) {
+	noCache(c)
+	start := time.Now()
+
+	cacheKey := c.Request.RequestURI
+	if cacheKey == "" {
+		// FIXME c.Request.RequestURI is empty when running tests for some reason
+		// needs checking, below acts as a workaround
+		cacheKey = c.Request.URL.RawQuery
+	}
+
+	data, found := apiCache.Get(cacheKey)
+	if found {
+		c.Data(http.StatusOK, gin.MIMEJSON, data.([]byte))
+		logAlertsView(c, "HIT", time.Since(start))
+		return
+	}
+
+	labels := alertmanager.DedupKnownLabels()
+	acData := []string{}
+
+	term, found := c.GetQuery("term")
+	if !found || term == "" {
+		// return everything
+		sort.Strings(labels)
+		acData = labels
+	} else {
+		// return what matches
+		for _, key := range labels {
+			if strings.Contains(key, term) {
+				acData = append(acData, key)
+			}
+		}
+		sort.Strings(acData)
+	}
+
+	data, err := json.Marshal(acData)
+	if err != nil {
+		log.Error(err.Error())
+		panic(err)
+	}
+
+	apiCache.Set(cacheKey, data, time.Second*15)
+
+	c.Data(http.StatusOK, gin.MIMEJSON, data.([]byte))
+	logAlertsView(c, "MIS", time.Since(start))
+}
diff --git a/autocomplete_test.go b/autocomplete_test.go
new file mode 100644
index 000000000..d512baad7
--- /dev/null
+++ b/autocomplete_test.go
@@ -0,0 +1,70 @@
+package main
+
+import (
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"testing"
+
+	"github.com/prymitive/unsee/internal/mock"
+)
+
+type labelTest struct {
+	Term    string
+	Results []string
+}
+
+var labelTests = []labelTest{
+	{
+		Term:    "a",
+		Results: []string{"alertname", "instance"},
+	},
+	{
+		Term:    "alertname",
+		Results: []string{"alertname"},
+	},
+	{
+		Term:    "1234567890",
+		Results: []string{},
+	},
+	{
+		Term:    "",
+		Results: []string{"alertname", "cluster", "instance", "job"},
+	},
+}
+
+func TestKnownLabels(t *testing.T) {
+	mockConfig()
+	for _, version := range mock.ListAllMocks() {
+		t.Logf("Testing known labels using mock files from Alertmanager %s", version)
+		mockAlerts(version)
+		r := ginTestEngine()
+
+		req, _ := http.NewRequest("GET", "/labelNames.json", nil)
+		resp := httptest.NewRecorder()
+		r.ServeHTTP(resp, req)
+		if resp.Code != http.StatusOK {
+			t.Errorf("Invalid status code for request without any query: %d", resp.Code)
+		}
+
+		for _, testCase := range labelTests {
+			url := fmt.Sprintf("/labelNames.json?term=%s", testCase.Term)
+			req, _ := http.NewRequest("GET", url, nil)
+			resp := httptest.NewRecorder()
+			r.ServeHTTP(resp, req)
+
+			if resp.Code != http.StatusOK {
+				t.Errorf("GET %s returned status %d", url, resp.Code)
+			}
+
+			ur := []string{}
+			json.Unmarshal(resp.Body.Bytes(), &ur)
+
+			if len(ur) != len(testCase.Results) {
+				t.Errorf("Invalid number of label names for %s, got %d, expected %d", url, len(ur), len(testCase.Results))
+				t.Errorf("Results: %s", ur)
+			}
+		}
+	}
+}
diff --git a/internal/alertmanager/dedup.go b/internal/alertmanager/dedup.go
index 6c6455ec6..5b0d92765 100644
--- a/internal/alertmanager/dedup.go
+++ b/internal/alertmanager/dedup.go
@@ -162,3 +162,21 @@ func DedupAutocomplete() []models.Autocomplete {
 
 	return dedupedAutocomplete
 }
+
+// DedupKnownLabels returns a deduplicated slice of all known label names
+func DedupKnownLabels() []string {
+	dedupedLabels := map[string]bool{}
+	upstreams := GetAlertmanagers()
+
+	for _, am := range upstreams {
+		for _, key := range am.KnownLabels() {
+			dedupedLabels[key] = true
+		}
+	}
+
+	flatLabels := []string{}
+	for key := range dedupedLabels {
+		flatLabels = append(flatLabels, key)
+	}
+	return flatLabels
+}
diff --git a/internal/alertmanager/models.go b/internal/alertmanager/models.go
index ea0776c2f..57223b3fe 100644
--- a/internal/alertmanager/models.go
+++ b/internal/alertmanager/models.go
@@ -48,6 +48,7 @@ type Alertmanager struct {
 	silences     map[string]models.Silence
 	colors       models.LabelsColorMap
 	autocomplete []models.Autocomplete
+	knownLabels  []string
 	lastError    string
 	// metrics tracked per alertmanager instance
 	metrics alertmanagerMetrics
@@ -100,6 +101,7 @@ func (am *Alertmanager) clearData() {
 	am.silences = map[string]models.Silence{}
 	am.colors = models.LabelsColorMap{}
 	am.autocomplete = []models.Autocomplete{}
+	am.knownLabels = []string{}
 	am.lock.Unlock()
 }
 
@@ -205,6 +207,7 @@ func (am *Alertmanager) pullAlerts(version string) error {
 	log.Infof("[%s] Deduplicating alert groups (%d)", am.Name, len(groups))
 	uniqueGroups := map[string]models.AlertGroup{}
 	uniqueAlerts := map[string]map[string]models.Alert{}
+	knownLabelsMap := map[string]bool{}
 	for _, ag := range groups {
 		agID := ag.LabelsFingerprint()
 		if _, found := uniqueGroups[agID]; !found {
@@ -222,6 +225,9 @@ func (am *Alertmanager) pullAlerts(version string) error {
 			if _, found := uniqueAlerts[agID][alertCFP]; !found {
 				uniqueAlerts[agID][alertCFP] = alert
 			}
+			for key := range alert.Labels {
+				knownLabelsMap[key] = true
+			}
 		}
 
 	}
@@ -284,10 +290,16 @@ func (am *Alertmanager) pullAlerts(version string) error {
 		autocomplete = append(autocomplete, hint)
 	}
 
+	knownLabels := []string{}
+	for key := range knownLabelsMap {
+		knownLabels = append(knownLabels, key)
+	}
+
 	am.lock.Lock()
 	am.alertGroups = dedupedGroups
 	am.colors = colors
 	am.autocomplete = autocomplete
+	am.knownLabels = knownLabels
 	am.lock.Unlock()
 
 	return nil
@@ -378,6 +390,17 @@ func (am *Alertmanager) Autocomplete() []models.Autocomplete {
 	return autocomplete
 }
 
+// KnownLabels returns a copy of a map with known labels
+func (am *Alertmanager) KnownLabels() []string {
+	am.lock.RLock()
+	defer am.lock.RUnlock()
+
+	knownLabels := make([]string, len(am.knownLabels))
+	copy(knownLabels, am.knownLabels)
+
+	return knownLabels
+}
+
 func (am *Alertmanager) setError(err string) {
 	am.lock.Lock()
 	defer am.lock.Unlock()
diff --git a/internal/alertmanager/upstream.go b/internal/alertmanager/upstream.go
index c99173ed0..343b49285 100644
--- a/internal/alertmanager/upstream.go
+++ b/internal/alertmanager/upstream.go
@@ -30,6 +30,7 @@ func NewAlertmanager(name, upstreamURI string, opts ...Option) (*Alertmanager, e
 		silences:       map[string]models.Silence{},
 		colors:         models.LabelsColorMap{},
 		autocomplete:   []models.Autocomplete{},
+		knownLabels:    []string{},
 		metrics: alertmanagerMetrics{
 			errors: map[string]float64{
 				labelValueErrorsAlerts:   0,
diff --git a/main.go b/main.go
index 1ff82378f..5e7b98464 100644
--- a/main.go
+++ b/main.go
@@ -68,6 +68,7 @@ func setupRouter(router *gin.Engine) {
 	router.GET(getViewURL("/"), index)
 	router.GET(getViewURL("/alerts.json"), alerts)
 	router.GET(getViewURL("/autocomplete.json"), autocomplete)
+	router.GET(getViewURL("/labelNames.json"), knownLabelNames)
 	router.NoRoute(notFound)
 }