diff --git a/sopel_modules/SpiceBot/Channels.py b/sopel_modules/SpiceBot/Channels.py
index 52b67bb..160cd25 100644
--- a/sopel_modules/SpiceBot/Channels.py
+++ b/sopel_modules/SpiceBot/Channels.py
@@ -26,7 +26,7 @@ class BotChannels():
     """This Logs all channels known to the server"""
     def __init__(self):
         self.setup_channels()
-
+        self.who_reqs = {}
         self.lock = threading.Lock()
         self.channel_lock = False
         self.channels = []
@@ -254,6 +254,38 @@ class BotChannels():
     def mode(self, bot, trigger):
         return
 
+    def rpl_names(self, bot, trigger):
+        """Handle NAMES response, happens when joining to channels."""
+        names = trigger.split()
+
+        # TODO specific to one channel type. See issue 281.
+        channels = re.search(r'(#\S*)', trigger.raw)
+        if not channels:
+            return
+        channel = Identifier(channels.group(1))
+        self.add_channel(channel)
+
+        mapping = {'+': sopel.module.VOICE,
+                   '%': sopel.module.HALFOP,
+                   '@': sopel.module.OP,
+                   '&': sopel.module.ADMIN,
+                   '~': sopel.module.OWNER}
+
+        for name in names:
+            nick = Identifier(name.lstrip(''.join(mapping.keys())))
+            self.add_to_channel(channel, nick)
+
+    def rpl_who(self, bot, trigger):
+        if len(trigger.args) < 2 or trigger.args[1] not in self.who_reqs:
+            # Ignored, some module probably called WHO
+            return
+        if len(trigger.args) != 8:
+            return
+        _, _, channel, user, host, nick, status, account = trigger.args
+        nick = Identifier(nick)
+        channel = Identifier(channel)
+        self.add_to_channel(channel, nick)
+
     def check_channel_bot(self, channel, allchan=False):
         if str(channel).lower() in self.channels:
             return True
diff --git a/sopel_modules/SpiceBot/Events.py b/sopel_modules/SpiceBot/Events.py
index cc72902..ac5cfc5 100644
--- a/sopel_modules/SpiceBot/Events.py
+++ b/sopel_modules/SpiceBot/Events.py
@@ -35,6 +35,8 @@ class BotEvents(object):
     def __init__(self):
         self.lock = threading.Lock()
         self.RPL_WELCOME = '001'  # This is a defined IRC event
+        self.RPL_NAMREPLY = '353'  # This is a defined IRC event
+        self.RPL_WHOREPLY = '352'  # This is a defined IRC event
         self.BOT_UPTIME = time.time()
         self.BOT_WELCOME = '1001'
         self.BOT_READY = '1002'
diff --git a/sopel_modules/SpiceBot/Users.py b/sopel_modules/SpiceBot/Users.py
index 4c6fff9..b51e900 100644
--- a/sopel_modules/SpiceBot/Users.py
+++ b/sopel_modules/SpiceBot/Users.py
@@ -2,6 +2,7 @@
 from __future__ import unicode_literals, absolute_import, division, print_function
 """A way to track users"""
 
+import sopel
 from sopel.tools import Identifier
 
 from .Database import db as botdb
@@ -10,6 +11,7 @@ from .Tools import is_number, inlist, similar, array_arrangesort
 import spicemanip
 
 import threading
+import re
 
 # TODO timestamp for new .seen
 
@@ -261,6 +263,83 @@ class BotUsers():
     def mode(self, bot, trigger):
         return
 
+    def rpl_names(self, bot, trigger):
+        """Handle NAMES response, happens when joining to channels."""
+        names = trigger.split()
+
+        # TODO specific to one channel type. See issue 281.
+        channels = re.search(r'(#\S*)', trigger.raw)
+        if not channels:
+            return
+        channel = Identifier(channels.group(1))
+
+        mapping = {'+': sopel.module.VOICE,
+                   '%': sopel.module.HALFOP,
+                   '@': sopel.module.OP,
+                   '&': sopel.module.ADMIN,
+                   '~': sopel.module.OWNER}
+
+        for name in names:
+            nick = Identifier(name.lstrip(''.join(mapping.keys())))
+            # Identify
+            nick_id = self.whois_ident(nick)
+            # Verify nick is in the all list
+            self.add_to_all(nick, nick_id)
+            # Verify nick is in the all list
+            self.add_to_current(nick, nick_id)
+            # set current nick
+            self.mark_current_nick(nick, nick_id)
+            # add joined channel to nick list
+            self.add_channel(channel, nick_id)
+            # mark user as online
+            self.mark_user_online(nick_id)
+
+    def rpl_who(self, bot, trigger):
+        if len(trigger.args) < 2 or trigger.args[1] not in self.who_reqs:
+            # Ignored, some module probably called WHO
+            return
+        if len(trigger.args) != 8:
+            return
+        _, _, channel, user, host, nick, status, account = trigger.args
+        nick = Identifier(nick)
+        channel = Identifier(channel)
+        # Identify
+        nick_id = self.whois_ident(nick)
+        # Verify nick is in the all list
+        self.add_to_all(nick, nick_id)
+        # Verify nick is in the all list
+        self.add_to_current(nick, nick_id)
+        # set current nick
+        self.mark_current_nick(nick, nick_id)
+        # add joined channel to nick list
+        self.add_channel(channel, nick_id)
+        # mark user as online
+        self.mark_user_online(nick_id)
+
+    def account(self, bot, trigger):
+        # Identify
+        nick_id = self.whois_ident(trigger.nick)
+        # Verify nick is in the all list
+        self.add_to_all(trigger.nick, nick_id)
+        # Verify nick is in the all list
+        self.add_to_current(trigger.nick, nick_id)
+        # set current nick
+        self.mark_current_nick(trigger.nick, nick_id)
+        # mark user as online
+        self.mark_user_online(nick_id)
+
+    def track_notify(self, bot, trigger):
+        # Identify
+        nick_id = self.whois_ident(trigger.nick)
+        # Verify nick is in the all list
+        self.add_to_all(trigger.nick, nick_id)
+        # Verify nick is in the all list
+        self.add_to_current(trigger.nick, nick_id)
+        # set current nick
+        self.mark_current_nick(trigger.nick, nick_id)
+        # mark user as online
+        self.mark_user_online(nick_id)
+
     def nick_actual(self, nick, altlist=None):
         nick_id = self.whois_ident(nick)
         nick_actual = self.ID(nick_id)
diff --git a/sopel_modules/SpiceBot_Core_Processing/Channels.py b/sopel_modules/SpiceBot_Core_Processing/Channels.py
index 6cdb2d9..94d34c4 100644
--- a/sopel_modules/SpiceBot_Core_Processing/Channels.py
+++ b/sopel_modules/SpiceBot_Core_Processing/Channels.py
@@ -139,3 +139,17 @@ def channels_users_mode(bot, trigger):
 def bot_channelscan(bot, trigger):
     while True:
         SpiceBot.channels.channel_scan(bot)
+
+
+@sopel.module.event(SpiceBot.events.RPL_NAMREPLY)
+@sopel.module.rule('(.*)')
+def handle_names(bot, trigger):
+    SpiceBot.channels.rpl_names(bot, trigger)
+
+
+@sopel.module.event(SpiceBot.events.RPL_WHOREPLY)
+@sopel.module.rule('.*')
+@sopel.module.priority('high')
+@sopel.module.unblockable
+def recv_who(bot, trigger):
+    SpiceBot.channels.rpl_who(bot, trigger)
diff --git a/sopel_modules/SpiceBot_Core_Processing/Users.py b/sopel_modules/SpiceBot_Core_Processing/Users.py
index 3082c9e..d97fa11 100644
--- a/sopel_modules/SpiceBot_Core_Processing/Users.py
+++ b/sopel_modules/SpiceBot_Core_Processing/Users.py
@@ -54,3 +54,29 @@ def bot_channelscan_users(bot, trigger):
 @sopel.module.rule('.*')
 def bot_users_chat(bot, trigger):
     SpiceBot.users.chat(bot, trigger)
+
+
+@sopel.module.event(SpiceBot.events.RPL_NAMREPLY)
+@sopel.module.rule('(.*)')
+def handle_names(bot, trigger):
+    SpiceBot.users.rpl_names(bot, trigger)
+
+
+@sopel.module.event(SpiceBot.events.RPL_WHOREPLY)
+@sopel.module.rule('.*')
+@sopel.module.priority('high')
+@sopel.module.unblockable
+def recv_who(bot, trigger):
+    SpiceBot.users.rpl_who(bot, trigger)
+
+
+@sopel.module.event('ACCOUNT')
+@sopel.module.rule('.*')
+def account_notify(bot, trigger):
+    SpiceBot.users.account(bot, trigger)
+
+
+@sopel.module.event('AWAY')
+@sopel.module.rule('.*')
+def track_notify(bot, trigger):
+    SpiceBot.users.track_notify(bot, trigger)