diff --git a/README.md b/README.md
index 2b30900..010b58e 100644
--- a/README.md
+++ b/README.md
@@ -79,14 +79,14 @@ Token-based authentication can be used when requesting or modifying VMs.  The `/
 Get information about an existing token.
 
 ```
-$ curl -u sschneid --url vmpooler.company.com/token/utpg2i2xswor6h8ttjhu3d47z53yy47y
-Enter host password for user 'sschneid':
+$ curl -u jdoe --url vmpooler.company.com/token/utpg2i2xswor6h8ttjhu3d47z53yy47y
+Enter host password for user 'jdoe':
 ```
 ```json
 {
   "ok": true,
   "utpg2i2xswor6h8ttjhu3d47z53yy47y": {
-    "user": "sschneid",
+    "user": "jdoe",
     "timestamp": "2015-04-28 19:17:47 -0700"
   }
 }
@@ -97,8 +97,8 @@ Enter host password for user 'sschneid':
 Generate a new authentication token.
 
 ```
-$ curl -X POST -u sschneid --url vmpooler.company.com/token
-Enter host password for user 'sschneid':
+$ curl -X POST -u jdoe --url vmpooler.company.com/token
+Enter host password for user 'jdoe':
 ```
 ```json
 {
@@ -112,8 +112,8 @@ Enter host password for user 'sschneid':
 Delete an authentication token.
 
 ```
-$ curl -X DELETE -u sschneid --url vmpooler.company.com/token/utpg2i2xswor6h8ttjhu3d47z53yy47y
-Enter host password for user 'sschneid':
+$ curl -X DELETE -u jdoe --url vmpooler.company.com/token/utpg2i2xswor6h8ttjhu3d47z53yy47y
+Enter host password for user 'jdoe':
 ```
 ```json
 {
@@ -213,6 +213,10 @@ $ curl --url vmpooler.company.com/vm/pxpmtoonx7fiqg6
     "lifetime": 12,
     "running": 3.1,
     "state": "running",
+    "tags": {
+      "department": "engineering",
+      "user": "jdoe"
+    },
     "domain": "company.com"
   }
 }
@@ -243,7 +247,7 @@ $ curl -X PUT -d '{"lifetime":"2"}' --url vmpooler.company.com/vm/fq6qlpjlsskycq
 ```
 
 ```
-$ curl -X PUT -d '{"tags":{"department":"engineering","user":"sschneid"}}' --url vmpooler.company.com/vm/fq6qlpjlsskycq6
+$ curl -X PUT -d '{"tags":{"department":"engineering","user":"jdoe"}}' --url vmpooler.company.com/vm/fq6qlpjlsskycq6
 ```
 ```json
 {
@@ -361,6 +365,20 @@ $ curl --url vmpooler.company.com/summary
       "total": 14,
     }
   },
+  "tag": {
+    "department": {
+      "engineering": 14,
+      "help desk": 10,
+      "IT": 44,
+      "total": 68
+    },
+    "user": {
+      "arodgers": 54,
+      "cmatthews": 10,
+      "jnelson": 4,
+      "total": 68
+    }
+  },
   "daily": [
     {
       "date": "2015-03-11",
@@ -385,6 +403,20 @@ $ curl --url vmpooler.company.com/summary
         "count": {
           "total": 14
         }
+      },
+      "tag": {
+        "department": {
+          "engineering": 14,
+          "help desk": 10,
+          "IT": 44,
+          "total": 68
+        },
+        "user": {
+          "arodgers": 54,
+          "cmatthews": 10,
+          "jnelson": 4,
+          "total": 68
+        }
       }
     }
   ]
@@ -422,7 +454,8 @@ $ curl -G -d 'from=2015-03-10' -d 'to=2015-03-11' --url vmpooler.company.com/sum
         "count": {
           "total": 0
         }
-      }
+      },
+      "tag": { }
     },
     {
       "date": "2015-03-11",
@@ -447,7 +480,8 @@ $ curl -G -d 'from=2015-03-10' -d 'to=2015-03-11' --url vmpooler.company.com/sum
         "count": {
           "total": 14
         }
-      }
+      },
+      "tag": { }
     }
   ]
 }
diff --git a/lib/vmpooler/api/helpers.rb b/lib/vmpooler/api/helpers.rb
index 00e6046..82f87ff 100644
--- a/lib/vmpooler/api/helpers.rb
+++ b/lib/vmpooler/api/helpers.rb
@@ -147,6 +147,28 @@ module Vmpooler
         queue
       end
 
+      def get_tag_metrics(backend, date_str)
+        tags = {}
+
+        backend.hgetall('vmpooler__tag__' + date_str).each do |key, value|
+          hostname = 'unknown'
+          tag = 'unknown'
+
+          if key =~ /\:/
+            hostname, tag = key.split(':', 2)
+          end
+
+          tags[tag] ||= {}
+          tags[tag][value] ||= 0
+          tags[tag][value] += 1
+
+          tags[tag]['total'] ||= 0
+          tags[tag]['total'] += 1
+        end
+
+        tags
+      end
+
       def get_task_metrics(backend, task_str, date_str, opts = {})
         opts = {:bypool => false}.merge(opts)
 
diff --git a/lib/vmpooler/api/v1.rb b/lib/vmpooler/api/v1.rb
index 7fa8964..d10bdc4 100644
--- a/lib/vmpooler/api/v1.rb
+++ b/lib/vmpooler/api/v1.rb
@@ -99,6 +99,7 @@ module Vmpooler
             pool: {}
           }
         },
+        tag: {},
         daily: []
       }
 
@@ -124,7 +125,8 @@ module Vmpooler
         daily = {
           date: date.to_s,
           boot: get_task_metrics(backend, 'boot', date.to_s, :bypool => true),
-          clone: get_task_metrics(backend, 'clone', date.to_s, :bypool => true)
+          clone: get_task_metrics(backend, 'clone', date.to_s, :bypool => true),
+          tag: get_tag_metrics(backend, date.to_s)
         }
 
         result[:daily].push(daily)
@@ -194,6 +196,17 @@ module Vmpooler
         end
       end
 
+      result[:daily].each do |daily|
+        daily[:tag].each_key do |tag|
+          result[:tag][tag] ||= {}
+
+          daily[:tag][tag].each do |key, value|
+            result[:tag][tag][key] ||= 0
+            result[:tag][tag][key] += value
+          end
+        end
+      end
+
       JSON.pretty_generate(result)
     end
 
@@ -530,6 +543,7 @@ module Vmpooler
               when 'tags'
                 arg.keys.each do |tag|
                     backend.hset('vmpooler__vm__' + params[:hostname], 'tag:' + tag, arg[tag])
+                    backend.hset('vmpooler__tag__' + Date.today.to_s, params[:hostname] + ':' + tag, arg[tag])
                 end
             end
           end
diff --git a/spec/vmpooler/api/helpers_spec.rb b/spec/vmpooler/api/helpers_spec.rb
index 6246a55..a24dfae 100644
--- a/spec/vmpooler/api/helpers_spec.rb
+++ b/spec/vmpooler/api/helpers_spec.rb
@@ -152,4 +152,20 @@ describe Vmpooler::API::Helpers do
     end
   end
 
-end
\ No newline at end of file
+  describe '#get_tag_metrics' do
+    let(:redis) { double('redis') }
+
+    it 'returns basic tag metrics' do
+      allow(redis).to receive(:hgetall).with('vmpooler__tag__2015-01-01').and_return({"abcdefghijklmno:tag" => "value"})
+
+      expect(subject.get_tag_metrics(redis, '2015-01-01')).to eq({"tag" => {"value"=>1, "total"=>1}})
+    end
+
+    it 'calculates tag totals' do
+      allow(redis).to receive(:hgetall).with('vmpooler__tag__2015-01-01').and_return({"abcdefghijklmno:tag" => "value", "pqrstuvwxyz12345:tag" => "another_value"})
+
+      expect(subject.get_tag_metrics(redis, '2015-01-01')).to eq({"tag"=>{"value"=>1, "total"=>2, "another_value"=>1}})
+    end
+  end
+
+end