diff --git a/app/javascript/mastodon/actions/compose.js b/app/javascript/mastodon/actions/compose.js
index fbf97d3747..cd9955505f 100644
--- a/app/javascript/mastodon/actions/compose.js
+++ b/app/javascript/mastodon/actions/compose.js
@@ -11,7 +11,7 @@ import { showAlertForError } from './alerts';
 import { showAlert } from './alerts';
 import { defineMessages } from 'react-intl';
 
-let cancelFetchComposeSuggestionsAccounts;
+let cancelFetchComposeSuggestionsAccounts, cancelFetchComposeSuggestionsTags;
 
 export const COMPOSE_CHANGE          = 'COMPOSE_CHANGE';
 export const COMPOSE_SUBMIT_REQUEST  = 'COMPOSE_SUBMIT_REQUEST';
@@ -325,10 +325,12 @@ const fetchComposeSuggestionsAccounts = throttle((dispatch, getState, token) =>
   if (cancelFetchComposeSuggestionsAccounts) {
     cancelFetchComposeSuggestionsAccounts();
   }
+
   api(getState).get('/api/v1/accounts/search', {
     cancelToken: new CancelToken(cancel => {
       cancelFetchComposeSuggestionsAccounts = cancel;
     }),
+
     params: {
       q: token.slice(1),
       resolve: false,
@@ -349,9 +351,30 @@ const fetchComposeSuggestionsEmojis = (dispatch, getState, token) => {
   dispatch(readyComposeSuggestionsEmojis(token, results));
 };
 
-const fetchComposeSuggestionsTags = (dispatch, getState, token) => {
-  dispatch(updateSuggestionTags(token));
-};
+const fetchComposeSuggestionsTags = throttle((dispatch, getState, token) => {
+  if (cancelFetchComposeSuggestionsTags) {
+    cancelFetchComposeSuggestionsTags();
+  }
+
+  api(getState).get('/api/v2/search', {
+    cancelToken: new CancelToken(cancel => {
+      cancelFetchComposeSuggestionsTags = cancel;
+    }),
+
+    params: {
+      type: 'hashtags',
+      q: token.slice(1),
+      resolve: false,
+      limit: 4,
+    },
+  }).then(({ data }) => {
+    dispatch(readyComposeSuggestionsTags(token, data.hashtags));
+  }).catch(error => {
+    if (!isCancel(error)) {
+      dispatch(showAlertForError(error));
+    }
+  });
+}, 200, { leading: true, trailing: true });
 
 export function fetchComposeSuggestions(token) {
   return (dispatch, getState) => {
@@ -385,6 +408,12 @@ export function readyComposeSuggestionsAccounts(token, accounts) {
   };
 };
 
+export const readyComposeSuggestionsTags = (token, tags) => ({
+  type: COMPOSE_SUGGESTIONS_READY,
+  token,
+  tags,
+});
+
 export function selectComposeSuggestion(position, token, suggestion, path) {
   return (dispatch, getState) => {
     let completion, startPosition;
@@ -394,8 +423,8 @@ export function selectComposeSuggestion(position, token, suggestion, path) {
       startPosition = position - 1;
 
       dispatch(useEmoji(suggestion));
-    } else if (suggestion[0] === '#') {
-      completion    = suggestion;
+    } else if (typeof suggestion === 'object' && suggestion.name) {
+      completion    = `#${suggestion.name}`;
       startPosition = position - 1;
     } else {
       completion    = getState().getIn(['accounts', suggestion, 'acct']);
diff --git a/app/javascript/mastodon/components/autosuggest_hashtag.js b/app/javascript/mastodon/components/autosuggest_hashtag.js
new file mode 100644
index 0000000000..eabb8b1785
--- /dev/null
+++ b/app/javascript/mastodon/components/autosuggest_hashtag.js
@@ -0,0 +1,28 @@
+import React from 'react';
+import PropTypes from 'prop-types';
+import { shortNumberFormat } from 'mastodon/utils/numbers';
+import { FormattedMessage } from 'react-intl';
+
+export default class AutosuggestHashtag extends React.PureComponent {
+
+  static propTypes = {
+    tag: PropTypes.shape({
+      name: PropTypes.string.isRequired,
+      url: PropTypes.string,
+      history: PropTypes.array.isRequired,
+    }).isRequired,
+  };
+
+  render () {
+    const { tag } = this.props;
+    const weeklyUses = shortNumberFormat(tag.history.reduce((total, day) => total + (day.uses * 1), 0));
+
+    return (
+      <div className='autosuggest-hashtag'>
+        <div className='autosuggest-hashtag__name'>#<strong>{tag.name}</strong></div>
+        <div className='autosuggest-hashtag__uses'><FormattedMessage id='autosuggest_hashtag.per_week' defaultMessage='{count} per week' values={{ count: weeklyUses }} /></div>
+      </div>
+    );
+  }
+
+}
diff --git a/app/javascript/mastodon/components/autosuggest_input.js b/app/javascript/mastodon/components/autosuggest_input.js
index c7d965b53a..0df8bf64e1 100644
--- a/app/javascript/mastodon/components/autosuggest_input.js
+++ b/app/javascript/mastodon/components/autosuggest_input.js
@@ -1,6 +1,7 @@
 import React from 'react';
 import AutosuggestAccountContainer from '../features/compose/containers/autosuggest_account_container';
 import AutosuggestEmoji from './autosuggest_emoji';
+import AutosuggestHashtag from './autosuggest_hashtag';
 import ImmutablePropTypes from 'react-immutable-proptypes';
 import PropTypes from 'prop-types';
 import { isRtl } from '../rtl';
@@ -167,12 +168,12 @@ export default class AutosuggestInput extends ImmutablePureComponent {
     const { selectedSuggestion } = this.state;
     let inner, key;
 
-    if (typeof suggestion === 'object') {
+    if (typeof suggestion === 'object' && suggestion.shortcode) {
       inner = <AutosuggestEmoji emoji={suggestion} />;
       key   = suggestion.id;
-    } else if (suggestion[0] === '#') {
-      inner = suggestion;
-      key   = suggestion;
+    } else if (typeof suggestion === 'object' && suggestion.name) {
+      inner = <AutosuggestHashtag tag={suggestion} />;
+      key   = suggestion.name;
     } else {
       inner = <AutosuggestAccountContainer id={suggestion} />;
       key   = suggestion;
diff --git a/app/javascript/mastodon/components/autosuggest_textarea.js b/app/javascript/mastodon/components/autosuggest_textarea.js
index b070fe3e51..2bd06d28a9 100644
--- a/app/javascript/mastodon/components/autosuggest_textarea.js
+++ b/app/javascript/mastodon/components/autosuggest_textarea.js
@@ -1,6 +1,7 @@
 import React from 'react';
 import AutosuggestAccountContainer from '../features/compose/containers/autosuggest_account_container';
 import AutosuggestEmoji from './autosuggest_emoji';
+import AutosuggestHashtag from './autosuggest_hashtag';
 import ImmutablePropTypes from 'react-immutable-proptypes';
 import PropTypes from 'prop-types';
 import { isRtl } from '../rtl';
@@ -173,12 +174,12 @@ export default class AutosuggestTextarea extends ImmutablePureComponent {
     const { selectedSuggestion } = this.state;
     let inner, key;
 
-    if (typeof suggestion === 'object') {
+    if (typeof suggestion === 'object' && suggestion.shortcode) {
       inner = <AutosuggestEmoji emoji={suggestion} />;
       key   = suggestion.id;
-    } else if (suggestion[0] === '#') {
-      inner = suggestion;
-      key   = suggestion;
+    } else if (typeof suggestion === 'object' && suggestion.name) {
+      inner = <AutosuggestHashtag tag={suggestion} />;
+      key   = suggestion.name;
     } else {
       inner = <AutosuggestAccountContainer id={suggestion} />;
       key   = suggestion;
diff --git a/app/javascript/mastodon/reducers/compose.js b/app/javascript/mastodon/reducers/compose.js
index fae7522b26..fc6d5f30f1 100644
--- a/app/javascript/mastodon/reducers/compose.js
+++ b/app/javascript/mastodon/reducers/compose.js
@@ -17,7 +17,6 @@ import {
   COMPOSE_SUGGESTIONS_CLEAR,
   COMPOSE_SUGGESTIONS_READY,
   COMPOSE_SUGGESTION_SELECT,
-  COMPOSE_SUGGESTION_TAGS_UPDATE,
   COMPOSE_TAG_HISTORY_UPDATE,
   COMPOSE_SENSITIVITY_CHANGE,
   COMPOSE_SPOILERNESS_CHANGE,
@@ -144,15 +143,20 @@ const insertSuggestion = (state, position, token, completion, path) => {
   });
 };
 
-const updateSuggestionTags = (state, token) => {
-  const prefix = token.slice(1);
+const sortHashtagsByUse = (state, tags) => {
+  const personalHistory = state.get('tagHistory');
 
-  return state.merge({
-    suggestions: state.get('tagHistory')
-      .filter(tag => tag.toLowerCase().startsWith(prefix.toLowerCase()))
-      .slice(0, 4)
-      .map(tag => '#' + tag),
-    suggestion_token: token,
+  return tags.sort((a, b) => {
+    const usedA = personalHistory.includes(a.name);
+    const usedB = personalHistory.includes(b.name);
+
+    if (usedA === usedB) {
+      return 0;
+    } else if (usedA && !usedB) {
+      return 1;
+    } else {
+      return -1;
+    }
   });
 };
 
@@ -201,6 +205,16 @@ const expiresInFromExpiresAt = expires_at => {
   return [300, 1800, 3600, 21600, 86400, 259200, 604800].find(expires_in => expires_in >= delta) || 24 * 3600;
 };
 
+const normalizeSuggestions = (state, { accounts, emojis, tags }) => {
+  if (accounts) {
+    return accounts.map(item => item.id);
+  } else if (emojis) {
+    return emojis;
+  } else {
+    return sortHashtagsByUse(state, tags);
+  }
+};
+
 export default function compose(state = initialState, action) {
   switch(action.type) {
   case STORE_HYDRATE:
@@ -311,11 +325,9 @@ export default function compose(state = initialState, action) {
   case COMPOSE_SUGGESTIONS_CLEAR:
     return state.update('suggestions', ImmutableList(), list => list.clear()).set('suggestion_token', null);
   case COMPOSE_SUGGESTIONS_READY:
-    return state.set('suggestions', ImmutableList(action.accounts ? action.accounts.map(item => item.id) : action.emojis)).set('suggestion_token', action.token);
+    return state.set('suggestions', ImmutableList(normalizeSuggestions(state, action))).set('suggestion_token', action.token);
   case COMPOSE_SUGGESTION_SELECT:
     return insertSuggestion(state, action.position, action.token, action.completion, action.path);
-  case COMPOSE_SUGGESTION_TAGS_UPDATE:
-    return updateSuggestionTags(state, action.token);
   case COMPOSE_TAG_HISTORY_UPDATE:
     return state.set('tagHistory', fromJS(action.tags));
   case TIMELINE_DELETE:
diff --git a/app/javascript/styles/mastodon/components.scss b/app/javascript/styles/mastodon/components.scss
index 293de45fe0..c5d3f2e78c 100644
--- a/app/javascript/styles/mastodon/components.scss
+++ b/app/javascript/styles/mastodon/components.scss
@@ -445,7 +445,8 @@
   }
 
   .autosuggest-account,
-  .autosuggest-emoji {
+  .autosuggest-emoji,
+  .autosuggest-hashtag {
     display: flex;
     flex-direction: row;
     align-items: center;
@@ -454,6 +455,14 @@
     font-size: 14px;
   }
 
+  .autosuggest-hashtag {
+    justify-content: space-between;
+
+    strong {
+      font-weight: 500;
+    }
+  }
+
   .autosuggest-account-icon,
   .autosuggest-emoji img {
     display: block;