diff --git a/.coveragerc b/.coveragerc
index 340eccd22a4..c76edce73fb 100644
--- a/.coveragerc
+++ b/.coveragerc
@@ -261,6 +261,7 @@ omit =
     homeassistant/components/sensor/plex.py
     homeassistant/components/sensor/rest.py
     homeassistant/components/sensor/sabnzbd.py
+    homeassistant/components/sensor/scrape.py
     homeassistant/components/sensor/serial_pm.py
     homeassistant/components/sensor/snmp.py
     homeassistant/components/sensor/speedtest.py
diff --git a/homeassistant/components/sensor/scrape.py b/homeassistant/components/sensor/scrape.py
new file mode 100644
index 00000000000..4789703d051
--- /dev/null
+++ b/homeassistant/components/sensor/scrape.py
@@ -0,0 +1,109 @@
+"""
+Support for getting data from websites with scraping.
+
+For more details about this platform, please refer to the documentation at
+https://home-assistant.io/components/sensor.scrape/
+"""
+import logging
+
+import voluptuous as vol
+
+from homeassistant.components.sensor import PLATFORM_SCHEMA
+from homeassistant.components.sensor.rest import RestData
+from homeassistant.const import (
+    CONF_NAME, CONF_RESOURCE, CONF_UNIT_OF_MEASUREMENT, STATE_UNKNOWN,
+    CONF_VALUE_TEMPLATE, CONF_VERIFY_SSL)
+from homeassistant.helpers.entity import Entity
+import homeassistant.helpers.config_validation as cv
+
+REQUIREMENTS = ['beautifulsoup4==4.5.1']
+
+_LOGGER = logging.getLogger(__name__)
+
+CONF_SELECT = 'select'
+
+DEFAULT_NAME = 'Web scrape'
+DEFAULT_VERIFY_SSL = True
+
+PLATFORM_SCHEMA = PLATFORM_SCHEMA.extend({
+    vol.Required(CONF_RESOURCE): cv.string,
+    vol.Required(CONF_SELECT): cv.string,
+    vol.Optional(CONF_NAME, default=DEFAULT_NAME): cv.string,
+    vol.Optional(CONF_UNIT_OF_MEASUREMENT): cv.string,
+    vol.Optional(CONF_VALUE_TEMPLATE): cv.template,
+    vol.Optional(CONF_VERIFY_SSL, default=DEFAULT_VERIFY_SSL): cv.boolean,
+})
+
+
+# pylint: disable=too-many-locals
+def setup_platform(hass, config, add_devices, discovery_info=None):
+    """Set up the Web scrape sensor."""
+    name = config.get(CONF_NAME)
+    resource = config.get(CONF_RESOURCE)
+    method = 'GET'
+    payload = auth = headers = None
+    verify_ssl = config.get(CONF_VERIFY_SSL)
+    select = config.get(CONF_SELECT)
+    unit = config.get(CONF_UNIT_OF_MEASUREMENT)
+    value_template = config.get(CONF_VALUE_TEMPLATE)
+    if value_template is not None:
+        value_template.hass = hass
+
+    rest = RestData(method, resource, auth, headers, payload, verify_ssl)
+    rest.update()
+
+    if rest.data is None:
+        _LOGGER.error("Unable to fetch data from %s", resource)
+        return False
+
+    add_devices([
+        ScrapeSensor(hass, rest, name, select, value_template, unit)
+    ])
+
+
+# pylint: disable=too-many-instance-attributes
+class ScrapeSensor(Entity):
+    """Representation of a web scrape sensor."""
+
+    # pylint: disable=too-many-arguments
+    def __init__(self, hass, rest, name, select, value_template, unit):
+        """Initialize a web scrape sensor."""
+        self.rest = rest
+        self._name = name
+        self._state = STATE_UNKNOWN
+        self._select = select
+        self._value_template = value_template
+        self._unit_of_measurement = unit
+        self.update()
+
+    @property
+    def name(self):
+        """Return the name of the sensor."""
+        return self._name
+
+    @property
+    def unit_of_measurement(self):
+        """Return the unit the value is expressed in."""
+        return self._unit_of_measurement
+
+    @property
+    def state(self):
+        """Return the state of the device."""
+        return self._state
+
+    def update(self):
+        """Get the latest data from the source and updates the state."""
+        self.rest.update()
+
+        from bs4 import BeautifulSoup
+
+        raw_data = BeautifulSoup(self.rest.data, 'html.parser')
+        _LOGGER.debug(raw_data)
+        value = raw_data.select(self._select)[0].text
+        _LOGGER.debug(value)
+
+        if self._value_template is not None:
+            self._state = self._value_template.render_with_possible_json_value(
+                value, STATE_UNKNOWN)
+        else:
+            self._state = value
diff --git a/requirements_all.txt b/requirements_all.txt
index 19ec23a6026..c73dc336278 100644
--- a/requirements_all.txt
+++ b/requirements_all.txt
@@ -41,6 +41,9 @@ astral==1.2
 # homeassistant.components.sensor.linux_battery
 batinfo==0.3
 
+# homeassistant.components.sensor.scrape
+beautifulsoup4==4.5.1
+
 # homeassistant.components.light.blinksticklight
 blinkstick==1.1.8