diff --git a/chunk/aws_storage_client.go b/chunk/aws_storage_client.go
index 4822ef38daa..b8a36cc83cc 100644
--- a/chunk/aws_storage_client.go
+++ b/chunk/aws_storage_client.go
@@ -240,6 +240,16 @@ func (a awsStorageClient) QueryPages(ctx context.Context, entry IndexEntry, call
 		}
 	}
 
+	// Filters
+	if entry.ValueEqual != nil {
+		input.KeyConditions[valueKey] = &dynamodb.Condition{
+			AttributeValueList: []*dynamodb.AttributeValue{
+				{B: entry.ValueEqual},
+			},
+			ComparisonOperator: aws.String(dynamodb.ComparisonOperatorEq),
+		}
+	}
+
 	request := a.queryRequestFn(input)
 	backoff := minBackoff
 	for page := request; page != nil; page = page.NextPage() {
diff --git a/chunk/aws_storage_client_test.go b/chunk/aws_storage_client_test.go
index 5861e9f5d38..4319f7a45f0 100644
--- a/chunk/aws_storage_client_test.go
+++ b/chunk/aws_storage_client_test.go
@@ -101,11 +101,43 @@ func (m *mockDynamoDBClient) queryRequest(input *dynamodb.QueryInput) dynamoDBRe
 		Items: []map[string]*dynamodb.AttributeValue{},
 	}
 
+	// Required filters
 	hashValue := *input.KeyConditions[hashKey].AttributeValueList[0].S
-	items := m.tables[*input.TableName].items[hashValue]
 
-	// TODO we should also filter by range value
+	// Optional filters
+	var (
+		rangeValueFilter     []byte
+		rangeValueFilterType string
+		valueFilter          []byte
+		valueFilterType      *string
+	)
+	if c, ok := input.KeyConditions[rangeKey]; ok {
+		rangeValueFilter = c.AttributeValueList[0].B
+		rangeValueFilterType = *c.ComparisonOperator
+	}
+	if c, ok := input.KeyConditions[valueKey]; ok {
+		valueFilter = c.AttributeValueList[0].B
+		valueFilterType = c.ComparisonOperator
+	}
+
+	// Filter by HashValue, RangeValue and Value if it exists
+	items := m.tables[*input.TableName].items[hashValue]
 	for _, item := range items {
+		rangeValue := item[rangeKey].B
+		if rangeValueFilterType == dynamodb.ComparisonOperatorGe && bytes.Compare(rangeValue, rangeValueFilter) < 0 {
+			continue
+		}
+		if rangeValueFilterType == dynamodb.ComparisonOperatorBeginsWith && !bytes.HasPrefix(rangeValue, rangeValueFilter) {
+			continue
+		}
+
+		if item[valueKey] != nil {
+			value := item[valueKey].B
+			if valueFilter != nil && *valueFilterType == dynamodb.ComparisonOperatorEq && !bytes.Equal(value, valueFilter) {
+				continue
+			}
+		}
+
 		result.Items = append(result.Items, item)
 	}
 
@@ -170,6 +202,136 @@ func TestDynamoDBClient(t *testing.T) {
 	}
 }
 
+func TestDynamoDBClientQueryPages(t *testing.T) {
+	dynamoDB := newMockDynamoDB(0, 0)
+	client := awsStorageClient{
+		DynamoDB:       dynamoDB,
+		queryRequestFn: dynamoDB.queryRequest,
+	}
+
+	entries := []IndexEntry{
+		{
+			TableName:  "table",
+			HashValue:  "foo",
+			RangeValue: []byte("bar:1"),
+			Value:      []byte("10"),
+		},
+		{
+			TableName:  "table",
+			HashValue:  "foo",
+			RangeValue: []byte("bar:2"),
+			Value:      []byte("20"),
+		},
+		{
+			TableName:  "table",
+			HashValue:  "foo",
+			RangeValue: []byte("bar:3"),
+			Value:      []byte("30"),
+		},
+		{
+			TableName:  "table",
+			HashValue:  "foo",
+			RangeValue: []byte("baz:1"),
+			Value:      []byte("10"),
+		},
+		{
+			TableName:  "table",
+			HashValue:  "foo",
+			RangeValue: []byte("baz:2"),
+			Value:      []byte("20"),
+		},
+		{
+			TableName:  "table",
+			HashValue:  "flip",
+			RangeValue: []byte("bar:1"),
+			Value:      []byte("abc"),
+		},
+		{
+			TableName:  "table",
+			HashValue:  "flip",
+			RangeValue: []byte("bar:2"),
+			Value:      []byte("abc"),
+		},
+		{
+			TableName:  "table",
+			HashValue:  "flip",
+			RangeValue: []byte("bar:3"),
+			Value:      []byte("abc"),
+		},
+	}
+
+	tests := []struct {
+		name  string
+		entry IndexEntry
+		want  []IndexEntry
+	}{
+		{
+			"check HashValue only",
+			IndexEntry{
+				TableName: "table",
+				HashValue: "flip",
+			},
+			[]IndexEntry{entries[5], entries[6], entries[7]},
+		},
+		{
+			"check RangeValueStart",
+			IndexEntry{
+				TableName:       "table",
+				HashValue:       "foo",
+				RangeValueStart: []byte("bar:2"),
+			},
+			[]IndexEntry{entries[1], entries[2], entries[3], entries[4]},
+		},
+		{
+			"check RangeValuePrefix",
+			IndexEntry{
+				TableName:        "table",
+				HashValue:        "foo",
+				RangeValuePrefix: []byte("baz:"),
+			},
+			[]IndexEntry{entries[3], entries[4]},
+		},
+		{
+			"check ValueEqual",
+			IndexEntry{
+				TableName:        "table",
+				HashValue:        "foo",
+				RangeValuePrefix: []byte("bar"),
+				ValueEqual:       []byte("20"),
+			},
+			[]IndexEntry{entries[1]},
+		},
+	}
+
+	batch := client.NewWriteBatch()
+	for _, entry := range entries {
+		batch.Add(entry.TableName, entry.HashValue, entry.RangeValue, entry.Value)
+	}
+	dynamoDB.createTable("table")
+
+	err := client.BatchWrite(context.Background(), batch)
+	require.NoError(t, err)
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			var have []IndexEntry
+			err := client.QueryPages(context.Background(), tt.entry, func(read ReadBatch, lastPage bool) bool {
+				for i := 0; i < read.Len(); i++ {
+					have = append(have, IndexEntry{
+						TableName:  tt.entry.TableName,
+						HashValue:  tt.entry.HashValue,
+						RangeValue: read.RangeValue(i),
+						Value:      read.Value(i),
+					})
+				}
+				return !lastPage
+			})
+			require.NoError(t, err)
+			require.Equal(t, tt.want, have)
+		})
+	}
+}
+
 func TestAWSConfigFromURL(t *testing.T) {
 	for _, tc := range []struct {
 		url            string
diff --git a/chunk/inmemory_storage_client.go b/chunk/inmemory_storage_client.go
index 5802215b2c2..1c087452a7b 100644
--- a/chunk/inmemory_storage_client.go
+++ b/chunk/inmemory_storage_client.go
@@ -193,6 +193,19 @@ func (m *MockStorage) QueryPages(_ context.Context, entry IndexEntry, callback f
 		log.Debugf("Lookup %s/* (%d)", entry.HashValue, len(items))
 	}
 
+	// Filters
+	if entry.ValueEqual != nil {
+		log.Debugf("Filter Value EQ = %s", entry.ValueEqual)
+
+		filtered := make([]mockItem, 0)
+		for _, v := range items {
+			if bytes.Equal(v.value, entry.ValueEqual) {
+				filtered = append(filtered, v)
+			}
+		}
+		items = filtered
+	}
+
 	result := mockReadBatch{}
 	for _, item := range items {
 		result = append(result, item)
diff --git a/chunk/schema.go b/chunk/schema.go
index bee4e3de345..d8bf4d2f4fd 100644
--- a/chunk/schema.go
+++ b/chunk/schema.go
@@ -52,6 +52,9 @@ type IndexEntry struct {
 	// - If neither is set, must read all keys for that row.
 	RangeValuePrefix []byte
 	RangeValueStart  []byte
+
+	// Filters for querying
+	ValueEqual []byte
 }
 
 // v1Schema was:
@@ -410,6 +413,7 @@ func (v6Entries) GetReadMetricLabelValueEntries(from, _ uint32, tableName, hashK
 			TableName:       tableName,
 			HashValue:       hashKey + ":" + string(labelName),
 			RangeValueStart: buildRangeKey(encodedFromBytes),
+			ValueEqual:      []byte(labelValue),
 		},
 	}, nil
 }