diff --git a/resources/sql/autopatches/20140830.imagemacrousage.sql b/resources/sql/autopatches/20140830.imagemacrousage.sql
new file mode 100644
--- /dev/null
+++ b/resources/sql/autopatches/20140830.imagemacrousage.sql
@@ -0,0 +1,8 @@
+CREATE TABLE {$NAMESPACE}_file.file_imagemacrousage (
+  id INT UNSIGNED NOT NULL AUTO_INCREMENT PRIMARY KEY,
+  macroPHID VARCHAR(64) NOT NULL COLLATE utf8_bin,
+  authorPHID VARCHAR(64) NOT NULL COLLATE utf8_bin,
+  usagePHID VARCHAR(64) NOT NULL COLLATE utf8_bin,
+  count INT UNSIGNED NOT NULL
+
+) ENGINE=InnoDB, COLLATE utf8_general_ci;
diff --git a/resources/sql/autopatches/20140830.imagemacrousagebackfill.php b/resources/sql/autopatches/20140830.imagemacrousagebackfill.php
new file mode 100644
--- /dev/null
+++ b/resources/sql/autopatches/20140830.imagemacrousagebackfill.php
@@ -0,0 +1,46 @@
+<?php
+$xaction_classes = id(new PhutilSymbolLoader())
+  ->setAncestorClass('PhabricatorApplicationTransactionComment')
+  ->loadObjects();
+
+$engine = PhabricatorMarkupEngine::getEngine('extract');
+$engine->setConfig('viewer', PhabricatorUser::getOmnipotentUser());
+PhabricatorEnv::setRequestBaseURI('/');  // Doesn't matter during backfill
+
+$macro_usage_table = new PhabricatorFileImageMacroUsage();
+$macro_usage_key = PhabricatorImageMacroRemarkupRule::KEY_MACRO_USAGE;
+
+/* If I uncomment this, I get the following error.
+
+Argument 1 passed to PhabricatorApplicationTransactionComment::getTableNameFromTransaction() must be an instance of PhabricatorApplicationTransaction, instance of HarbormasterBuildPlan given, called in /home/vagrant/src/phabricator/src/applications/transactions/storage/PhabricatorApplicationTransactionComment.php on line 52 and defined at [<phutil>/src/error/PhutilErrorHandler.php:200]
+  #0 PhutilErrorHandler::handleError(integer, string, string, integer, array) called at [<phabricator>/src/applications/transactions/storage/PhabricatorApplicationTransactionComment.php:56]
+  #1 PhabricatorApplicationTransactionComment::getTableNameFromTransaction(HarbormasterBuildPlan) called at [<phabricator>/src/applications/transactions/storage/PhabricatorApplicationTransactionComment.php:52]
+  #2 PhabricatorApplicationTransactionComment::getTableName() called at [<phabricator>/src/infrastructure/storage/lisk/LiskDAO.php:498]
+  #3 LiskDAO::loadRawDataWhere(string, integer, integer)
+  #4 call_user_func_array(array, array) called at [<phabricator>/src/infrastructure/storage/lisk/LiskDAO.php:447]
+  #5 LiskDAO::loadAllWhere(string, integer, integer) called at [<phabricator>/src/infrastructure/storage/lisk/LiskMigrationIterator.php:41]
+  #6 LiskMigrationIterator::loadPage() called at [<phutil>/src/utils/PhutilBufferedIterator.php:129]
+  #7 PhutilBufferedIterator::next() called at [<phutil>/src/utils/PhutilBufferedIterator.php:84]
+  #8 PhutilBufferedIterator::rewind() called at [<phabricator>/resources/sql/autopatches/20140830.imagemacrousagebackfill.php:16]
+  #9 require_once(string) called at [<phabricator>/src/infrastructure/storage/management/PhabricatorStorageManagementAPI.php:196]
+  #10 PhabricatorStorageManagementAPI::applyPatchPHP(string) called at [<phabricator>/src/infrastructure/storage/management/PhabricatorStorageManagementAPI.php:171]
+  #11 PhabricatorStorageManagementAPI::applyPatch(PhabricatorStoragePatch) called at [<phabricator>/src/infrastructure/storage/management/workflow/PhabricatorStorageManagementUpgradeWorkflow.php:168]
+  #12 PhabricatorStorageManagementUpgradeWorkflow::execute(PhutilArgumentParser) called at [<phutil>/src/parser/argument/PhutilArgumentParser.php:394]
+  #13 PhutilArgumentParser::parseWorkflowsFull(array) called at [<phutil>/src/parser/argument/PhutilArgumentParser.php:290]
+  #14 PhutilArgumentParser::parseWorkflows(array) called at [<phabricator>/scripts/sql/manage_storage.php:163]
+
+Looks like some of the PhabricatorApplicationTransactionComment objects work, but some don't. Is this not something we can iterate over?
+*/
+$xaction_classes = array($xaction_classes['DifferentialTransactionComment']);
+
+foreach ($xaction_classes as $xaction_class) {
+  foreach (new LiskMigrationIterator($xaction_class) as $xaction) {
+    $authorPHID = $xaction->getAuthorPHID();
+    $usagePHID = $xaction->getPHID();
+
+    $block = $xaction->getContent();
+    $engine->markupText($block);
+    $macro_usage = $engine->getTextMetadata($macro_usage_key, array());
+    $macro_usage_table->updateUsage($authorPHID, $usagePHID, $macro_usage);
+  }
+}
diff --git a/src/__phutil_library_map__.php b/src/__phutil_library_map__.php
--- a/src/__phutil_library_map__.php
+++ b/src/__phutil_library_map__.php
@@ -1595,6 +1595,7 @@
     'PhabricatorFileEditor' => 'applications/files/editor/PhabricatorFileEditor.php',
     'PhabricatorFileFilePHIDType' => 'applications/files/phid/PhabricatorFileFilePHIDType.php',
     'PhabricatorFileImageMacro' => 'applications/macro/storage/PhabricatorFileImageMacro.php',
+    'PhabricatorFileImageMacroUsage' => 'applications/macro/storage/PhabricatorFileImageMacroUsage.php',
     'PhabricatorFileInfoController' => 'applications/files/controller/PhabricatorFileInfoController.php',
     'PhabricatorFileLinkListView' => 'view/layout/PhabricatorFileLinkListView.php',
     'PhabricatorFileLinkView' => 'view/layout/PhabricatorFileLinkView.php',
@@ -4513,6 +4514,7 @@
       'PhabricatorFlaggableInterface',
       'PhabricatorPolicyInterface',
     ),
+    'PhabricatorFileImageMacroUsage' => 'PhabricatorFileDAO',
     'PhabricatorFileInfoController' => 'PhabricatorFileController',
     'PhabricatorFileLinkListView' => 'AphrontView',
     'PhabricatorFileLinkView' => 'AphrontView',
diff --git a/src/applications/macro/markup/PhabricatorImageMacroRemarkupRule.php b/src/applications/macro/markup/PhabricatorImageMacroRemarkupRule.php
--- a/src/applications/macro/markup/PhabricatorImageMacroRemarkupRule.php
+++ b/src/applications/macro/markup/PhabricatorImageMacroRemarkupRule.php
@@ -5,6 +5,7 @@
   private $macros;
 
   const KEY_RULE_MACRO = 'rule.macro';
+  const KEY_MACRO_USAGE = 'rule.macro_usage';
 
   public function apply($text) {
     return preg_replace_callback(
@@ -158,6 +159,17 @@
       $engine->overwriteStoredText($spec['token'], $result);
     }
 
+    $macro_usage_key = self::KEY_MACRO_USAGE;
+    $macro_usage = $engine->getTextMetadata($macro_usage_key, array());
+    foreach ($metadata as $spec) {
+        if (isset($macro_usage[$spec['phid']])) {
+            $macro_usage[$spec['phid']]++;
+        } else {
+            $macro_usage[$spec['phid']] = 1;
+        }
+    }
+    $engine->setTextMetadata($macro_usage_key, $macro_usage);
+
     $engine->setTextMetadata($metadata_key, array());
   }
 
diff --git a/src/applications/macro/query/PhabricatorMacroQuery.php b/src/applications/macro/query/PhabricatorMacroQuery.php
--- a/src/applications/macro/query/PhabricatorMacroQuery.php
+++ b/src/applications/macro/query/PhabricatorMacroQuery.php
@@ -3,9 +3,11 @@
 final class PhabricatorMacroQuery
   extends PhabricatorCursorPagedPolicyAwareQuery {
 
+  private $byPopularity;
   private $ids;
   private $phids;
   private $authors;
+  private $abusers;
   private $names;
   private $nameLike;
   private $dateCreatedAfter;
@@ -40,6 +42,11 @@
     return $options;
   }
 
+  public function withPopularitySort($use_popularity_sort) {
+    $this->byPopularity = $use_popularity_sort;
+    return $this;
+  }
+
   public function withIDs(array $ids) {
     $this->ids = $ids;
     return $this;
@@ -55,6 +62,11 @@
     return $this;
   }
 
+  public function withAbuserPHIDs(array $abusers) {
+    $this->abusers = $abusers;
+    return $this;
+  }
+
   public function withNameLike($name) {
     $this->nameLike = $name;
     return $this;
@@ -94,15 +106,77 @@
     $macro_table = new PhabricatorFileImageMacro();
     $conn = $macro_table->establishConnection('r');
 
-    $rows = queryfx_all(
+    if ($this->byPopularity) {
+      $rows = queryfx_all(
+        $conn,
+        'SELECT m.*, SUM(n.count) as popularity FROM %T m %Q %Q %Q %Q %Q %Q',
+        $macro_table->getTableName(),
+        $this->buildJoinClause($conn),
+        $this->buildWhereClause($conn),
+        $this->buildGroupClause($conn),
+        $this->buildHavingClause($conn),
+        $this->buildOrderClause($conn),
+        $this->buildLimitClause($conn));
+    } else {
+      $rows = queryfx_all(
+        $conn,
+        'SELECT m.* FROM %T m %Q %Q %Q',
+        $macro_table->getTableName(),
+        $this->buildWhereClause($conn),
+        $this->buildOrderClause($conn),
+        $this->buildLimitClause($conn));
+    }
+
+    $macros = $macro_table->loadAllFromArray($rows);
+    if ($this->byPopularity) {
+      $macros_by_id = mpull($macros, null, 'getId');
+
+      $macro_usage_table = new PhabricatorFileImageMacroUsage();
+      $author_popularity_rows = queryfx_all(
+        $conn,
+        'SELECT macroPHID, authorPHID, SUM(count) as authorUses FROM %T
+        GROUP BY macroPHID, authorPHID
+        ORDER BY macroPHID, authorUses',
+        $macro_usage_table->getTableName());
+      $by_macro = ipull($author_popularity_rows, null, 'macroPHID');
+
+      foreach ($rows as $row) {
+        $macro_id = $row['id'];
+        $macro_phid = $row['phid'];
+        $author_phid = isset($by_macro[$macro_phid]) ?
+            $by_macro[$macro_phid]['authorPHID'] : null;
+        $author_uses = isset($by_macro[$macro_phid]) ?
+            $by_macro[$macro_phid]['authorUses'] : null;
+        $macros_by_id[$macro_id]->setPopularity(
+          $row['popularity'] != null ? $row['popularity'] : 0,
+          $author_phid,
+          $author_uses);
+      }
+    }
+    return $macros;
+  }
+
+
+  private function buildHavingClause(AphrontDatabaseConnection $conn) {
+    $where = $this->buildPagingClause($conn);
+    if ($where != null) {
+      return 'HAVING '.$where;
+    }
+    return '';
+  }
+
+  private function buildJoinClause(AphrontDatabaseConnection $conn) {
+    assert($this->byPopularity);
+    $macro_usage_table = new PhabricatorFileImageMacroUsage();
+
+    $joins = array();
+    $joins[] = qsprintf(
       $conn,
-      'SELECT m.* FROM %T m %Q %Q %Q',
-      $macro_table->getTableName(),
-      $this->buildWhereClause($conn),
-      $this->buildOrderClause($conn),
-      $this->buildLimitClause($conn));
+      'LEFT JOIN %T n ON m.phid = n.macroPHID',
+      $macro_usage_table->getTableName());
+
+    return implode(' ', $joins);
 
-    return $macro_table->loadAllFromArray($rows);
   }
 
   protected function buildWhereClause(AphrontDatabaseConnection $conn) {
@@ -129,6 +203,13 @@
         $this->authors);
     }
 
+    if ($this->abusers && $this->byPopularity) {
+      $where[] = qsprintf(
+        $conn,
+        'n.authorPHID IN (%Ls)',
+        $this->abusers);
+    }
+
     if ($this->nameLike) {
       $where[] = qsprintf(
         $conn,
@@ -197,11 +278,22 @@
       }
     }
 
-    $where[] = $this->buildPagingClause($conn);
+    if (!$this->byPopularity) {
+      $where[] = $this->buildPagingClause($conn);
+    }
 
     return $this->formatWhereClause($where);
   }
 
+  private function buildGroupClause(AphrontDatabaseConnection $conn) {
+    $group = array();
+    $group[] = qsprintf(
+      $conn,
+      'GROUP BY m.phid');
+
+    return implode(' ', $group);
+  }
+
   protected function didFilterPage(array $macros) {
     if ($this->needFiles) {
       $file_phids = mpull($macros, 'getFilePHID');
@@ -226,7 +318,50 @@
   }
 
   protected function getPagingColumn() {
-    return 'm.id';
+    $popularity_order = 'popularity '.
+      ($this->getBeforeID() ? 'ASC' : 'DESC').', m.id';
+    return $this->byPopularity ? $popularity_order : 'm.id';
+  }
+
+  protected function getPagingValue($macro) {
+    if ($this->byPopularity) {
+      $popularity = $macro->getPopularity();
+      return (string)$popularity['popularity'].','.(string)$macro->getId();
+    }
+    return PhabricatorCursorPagedPolicyAwareQuery::getPagingValue($macro);
+  }
+
+  protected function buildPagingClause(
+    AphrontDatabaseConnection $conn_r) {
+
+    if ($this->byPopularity) {
+      if ($this->getBeforeID()) {
+        $strs = explode(',', $this->getBeforeID());
+        $beforePopularity = (int)$strs[0];
+        $beforeId = (int)$strs[1];
+
+        return qsprintf(
+          $conn_r,
+          'popularity > %d OR (popularity = %d AND m.id > %d)',
+          $beforePopularity,
+          $beforePopularity,
+          $beforeId);
+      } else if ($this->getAfterID()) {
+        $strs = explode(',', $this->getAfterID());
+        $afterPopularity = (int)$strs[0];
+        $afterId = (int)$strs[1];
+
+        return qsprintf(
+          $conn_r,
+          'popularity < %d OR (popularity = %d AND m.id < %d)',
+          $afterPopularity,
+          $afterPopularity,
+          $afterId);
+      }
+
+      return null;
+    }
+    return PhabricatorCursorPagedPolicyAwareQuery::buildPagingClause($conn_r);
   }
 
   public function getQueryApplicationClass() {
diff --git a/src/applications/macro/query/PhabricatorMacroSearchEngine.php b/src/applications/macro/query/PhabricatorMacroSearchEngine.php
--- a/src/applications/macro/query/PhabricatorMacroSearchEngine.php
+++ b/src/applications/macro/query/PhabricatorMacroSearchEngine.php
@@ -17,6 +17,12 @@
       'authorPHIDs',
       $this->readUsersFromRequest($request, 'authors'));
 
+    $abuser_phids = $this->readUsersFromRequest($request, 'abusers');
+    $saved->setParameter(
+      'abuserPHIDs',
+      $abuser_phids);
+    $saved->setParameter('popularitySort', !empty($abuser_phids));
+
     $saved->setParameter('status', $request->getStr('status'));
     $saved->setParameter('names', $request->getStrList('names'));
     $saved->setParameter('nameLike', $request->getStr('nameLike'));
@@ -32,7 +38,9 @@
       ->needFiles(true)
       ->withIDs($saved->getParameter('ids', array()))
       ->withPHIDs($saved->getParameter('phids', array()))
-      ->withAuthorPHIDs($saved->getParameter('authorPHIDs', array()));
+      ->withAuthorPHIDs($saved->getParameter('authorPHIDs', array()))
+      ->withAbuserPHIDs($saved->getParameter('abuserPHIDs', array()))
+      ->withPopularitySort($saved->getParameter('popularitySort', false));
 
     $status = $saved->getParameter('status');
     $options = PhabricatorMacroQuery::getStatusOptions();
@@ -80,6 +88,12 @@
       ->withPHIDs($phids)
       ->execute();
 
+    $abuser_phids = $saved_query->getParameter('abuserPHIDs', array());
+    $abuser_handles = id(new PhabricatorHandleQuery())
+      ->setViewer($this->requireViewer())
+      ->withPHIDs($abuser_phids)
+      ->execute();
+
     $status = $saved_query->getParameter('status');
     $names = implode(', ', $saved_query->getParameter('names', array()));
     $like = $saved_query->getParameter('nameLike');
@@ -99,6 +113,12 @@
           ->setLabel(pht('Authors'))
           ->setValue($author_handles))
       ->appendChild(
+        id(new AphrontFormTokenizerControl())
+          ->setDatasource(new PhabricatorPeopleDatasource())
+          ->setName('abusers')
+          ->setLabel(pht('Abused By'))
+          ->setValue($abuser_handles))
+      ->appendChild(
         id(new AphrontFormTextControl())
           ->setName('nameLike')
           ->setLabel(pht('Name Contains'))
@@ -131,11 +151,13 @@
   public function getBuiltinQueryNames() {
     $names = array(
       'active'  => pht('Active'),
-      'all'     => pht('All'),
+      'recent'  => pht('Recent'),
+      'popular' => pht('Popular'),
     );
 
     if ($this->requireViewer()->isLoggedIn()) {
       $names['authored'] = pht('Authored');
+      $names['favorites'] = pht('Favorites');
     }
 
     return $names;
@@ -148,7 +170,7 @@
     switch ($query_key) {
       case 'active':
         return $query;
-      case 'all':
+      case 'recent':
         return $query->setParameter(
           'status',
           PhabricatorMacroQuery::STATUS_ANY);
@@ -156,6 +178,25 @@
         return $query->setParameter(
           'authorPHIDs',
           array($this->requireViewer()->getPHID()));
+      case 'popular':
+        return $query
+          ->setParameter(
+            'status',
+            PhabricatorMacroQuery::STATUS_ANY)
+          ->setParameter(
+            'popularitySort',
+            true);
+      case 'favorites':
+        return $query
+          ->setParameter(
+            'status',
+            PhabricatorMacroQuery::STATUS_ANY)
+          ->setParameter(
+            'popularitySort',
+            true)
+          ->setParameter(
+            'abuserPHIDs',
+            array($this->requireViewer()->getPHID()));
     }
 
     return parent::buildSavedQueryFromBuiltin($query_key);
@@ -164,7 +205,9 @@
   protected function getRequiredHandlePHIDsForResultList(
     array $macros,
     PhabricatorSavedQuery $query) {
-    return mpull($macros, 'getAuthorPHID');
+      return array_merge(
+        mpull($macros, 'getAuthorPHID'),
+        ipull(mpull($macros, 'getPopularity'), 'top_abuser'));
   }
 
   protected function renderResultList(
@@ -208,6 +251,30 @@
           pht('Created by %s', $author_handle->renderLink()));
       }
 
+      $popularity = $macro->getPopularity();
+      if ($popularity != null) {
+        $popularizer_phid = $popularity['top_abuser'];
+
+        $item->appendChild(
+          phutil_tag(
+            'div',
+            array(),
+            pht('Popularity %d', $popularity['popularity'])));
+
+        $message = $popularity['popularity'] == 0 ?
+          pht('Wow. This macro must suck.') :
+          pht('Abused most by %s (%d time%s)',
+            $handles[$popularizer_phid]->renderLink(),
+            $popularity['top_abuser_count'],
+            $popularity['top_abuser_count'] != 1 ? 's' : '');
+        $item->appendChild(
+          phutil_tag(
+            'div',
+            array(),
+            $message));
+      }
+
+
       $item->setURI($this->getApplicationURI('/view/'.$macro->getID().'/'));
       $item->setDisabled($macro->getisDisabled());
       $item->setHeader($macro->getName());
diff --git a/src/applications/macro/storage/PhabricatorFileImageMacro.php b/src/applications/macro/storage/PhabricatorFileImageMacro.php
--- a/src/applications/macro/storage/PhabricatorFileImageMacro.php
+++ b/src/applications/macro/storage/PhabricatorFileImageMacro.php
@@ -17,6 +17,9 @@
 
   private $file = self::ATTACHABLE;
   private $audio = self::ATTACHABLE;
+  private $popularity = null;
+  private $topAbuser = null;
+  private $topAbuserCount = null;
 
   const AUDIO_BEHAVIOR_NONE   = 'audio:none';
   const AUDIO_BEHAVIOR_ONCE   = 'audio:once';
@@ -59,6 +62,23 @@
     return parent::save();
   }
 
+  public function setPopularity($popularity, $top_abuser, $top_abuser_count) {
+    $this->popularity = $popularity;
+    $this->topAbuser = $top_abuser;
+    $this->topAbuserCount = $top_abuser_count;
+  }
+
+  public function getPopularity() {
+    if (is_null($this->popularity)) {
+      return null;
+    } else {
+      return array(
+        'popularity' => $this->popularity,
+        'top_abuser' => $this->topAbuser,
+        'top_abuser_count' => $this->topAbuserCount);
+    }
+  }
+
 
 /* -(  PhabricatorApplicationTransactionInterface  )------------------------- */
 
diff --git a/src/applications/macro/storage/PhabricatorFileImageMacroUsage.php b/src/applications/macro/storage/PhabricatorFileImageMacroUsage.php
new file mode 100644
--- /dev/null
+++ b/src/applications/macro/storage/PhabricatorFileImageMacroUsage.php
@@ -0,0 +1,32 @@
+<?php
+final class PhabricatorFileImageMacroUsage extends PhabricatorFileDAO {
+
+  /********************************/
+  /* Update our macro usage table */
+  /********************************/
+
+  public function updateUsage($author_phid, $usage_phid, $macros) {
+    $conn = $this->establishConnection('w');
+
+    // Append to our wonderful macrousage table
+    $values = array();
+    foreach ($macros as $macro_phid => $count) {
+      $values[] = qsprintf(
+        $conn,
+        '(%s, %s, %s, %d)',
+        $macro_phid,
+        $author_phid,
+        $usage_phid,
+        $count);
+    }
+    $values_clause = implode(',', $values);
+
+    queryfx(
+      $conn,
+      'INSERT INTO %T
+       (macroPHID, authorPHID, usagePHID, count)
+       VALUES %Q',
+      $this->getTableName(),
+      $values_clause);
+  }
+}
diff --git a/src/applications/transactions/editor/PhabricatorApplicationTransactionEditor.php b/src/applications/transactions/editor/PhabricatorApplicationTransactionEditor.php
--- a/src/applications/transactions/editor/PhabricatorApplicationTransactionEditor.php
+++ b/src/applications/transactions/editor/PhabricatorApplicationTransactionEditor.php
@@ -1166,6 +1166,19 @@
       $blocks,
       $engine);
 
+    $macro_usage_table = new PhabricatorFileImageMacroUsage();
+    $macro_usage_key = PhabricatorImageMacroRemarkupRule::KEY_MACRO_USAGE;
+    $authorPHID = $object->getAuthorPHID();
+    $usagePHID = $object->getPHID();
+
+    foreach ($blocks as $key => $xaction_blocks) {
+      foreach ($xaction_blocks as $block) {
+        $engine->markupText($block);
+        $macro_usage = $engine->getTextMetadata($macro_usage_key, array());
+        $macro_usage_table->updateUsage($authorPHID, $usagePHID, $macro_usage);
+      }
+    }
+
     $mentioned_phids = array();
     foreach ($blocks as $key => $xaction_blocks) {
       foreach ($xaction_blocks as $block) {