diff --git a/homeassistant/components/pushbullet/config_flow.py b/homeassistant/components/pushbullet/config_flow.py
index e6259fa8cee..1eca2bd890b 100644
--- a/homeassistant/components/pushbullet/config_flow.py
+++ b/homeassistant/components/pushbullet/config_flow.py
@@ -24,11 +24,6 @@ CONFIG_SCHEMA = vol.Schema(
 class PushBulletConfigFlow(config_entries.ConfigFlow, domain=DOMAIN):
     """Handle a config flow for pushbullet integration."""
 
-    async def async_step_import(self, import_config: dict[str, Any]) -> FlowResult:
-        """Handle import from config."""
-        import_config[CONF_NAME] = import_config.get(CONF_NAME, DEFAULT_NAME)
-        return await self.async_step_user(import_config)
-
     async def async_step_user(
         self, user_input: dict[str, Any] | None = None
     ) -> FlowResult:
diff --git a/homeassistant/components/pushbullet/notify.py b/homeassistant/components/pushbullet/notify.py
index fcc9d00dc7a..1cc851bdb99 100644
--- a/homeassistant/components/pushbullet/notify.py
+++ b/homeassistant/components/pushbullet/notify.py
@@ -3,7 +3,7 @@ from __future__ import annotations
 
 import logging
 import mimetypes
-from typing import Any
+from typing import TYPE_CHECKING, Any
 
 from pushbullet import PushBullet, PushError
 from pushbullet.channel import Channel
@@ -15,23 +15,16 @@ from homeassistant.components.notify import (
     ATTR_TARGET,
     ATTR_TITLE,
     ATTR_TITLE_DEFAULT,
-    PLATFORM_SCHEMA,
     BaseNotificationService,
 )
-from homeassistant.config_entries import SOURCE_IMPORT
-from homeassistant.const import CONF_API_KEY
 from homeassistant.core import HomeAssistant
 from homeassistant.exceptions import HomeAssistantError
-import homeassistant.helpers.config_validation as cv
-from homeassistant.helpers.issue_registry import IssueSeverity, async_create_issue
 from homeassistant.helpers.typing import ConfigType, DiscoveryInfoType
 
 from .const import ATTR_FILE, ATTR_FILE_URL, ATTR_URL, DOMAIN
 
 _LOGGER = logging.getLogger(__name__)
 
-PLATFORM_SCHEMA = PLATFORM_SCHEMA.extend({vol.Required(CONF_API_KEY): cv.string})
-
 
 async def async_get_service(
     hass: HomeAssistant,
@@ -39,25 +32,8 @@ async def async_get_service(
     discovery_info: DiscoveryInfoType | None = None,
 ) -> PushBulletNotificationService | None:
     """Get the Pushbullet notification service."""
-    if discovery_info is None:
-        async_create_issue(
-            hass,
-            DOMAIN,
-            "deprecated_yaml",
-            breaks_in_ha_version="2023.2.0",
-            is_fixable=False,
-            severity=IssueSeverity.WARNING,
-            translation_key="deprecated_yaml",
-        )
-        hass.async_create_task(
-            hass.config_entries.flow.async_init(
-                DOMAIN,
-                context={"source": SOURCE_IMPORT},
-                data=config,
-            )
-        )
-        return None
-
+    if TYPE_CHECKING:
+        assert discovery_info is not None
     pushbullet: PushBullet = hass.data[DOMAIN][discovery_info["entry_id"]].pushbullet
     return PushBulletNotificationService(hass, pushbullet)
 
diff --git a/homeassistant/components/pushbullet/sensor.py b/homeassistant/components/pushbullet/sensor.py
index aef97991c66..b61469f6b2a 100644
--- a/homeassistant/components/pushbullet/sensor.py
+++ b/homeassistant/components/pushbullet/sensor.py
@@ -1,23 +1,14 @@
 """Pushbullet platform for sensor component."""
 from __future__ import annotations
 
-import voluptuous as vol
-
-from homeassistant.components.sensor import (
-    PLATFORM_SCHEMA,
-    SensorEntity,
-    SensorEntityDescription,
-)
-from homeassistant.config_entries import SOURCE_IMPORT, ConfigEntry
-from homeassistant.const import CONF_API_KEY, CONF_MONITORED_CONDITIONS, CONF_NAME
+from homeassistant.components.sensor import SensorEntity, SensorEntityDescription
+from homeassistant.config_entries import ConfigEntry
+from homeassistant.const import CONF_NAME
 from homeassistant.core import HomeAssistant, callback
-import homeassistant.helpers.config_validation as cv
 from homeassistant.helpers.device_registry import DeviceEntryType
 from homeassistant.helpers.dispatcher import async_dispatcher_connect
 from homeassistant.helpers.entity import DeviceInfo
 from homeassistant.helpers.entity_platform import AddEntitiesCallback
-from homeassistant.helpers.issue_registry import IssueSeverity, async_create_issue
-from homeassistant.helpers.typing import ConfigType, DiscoveryInfoType
 
 from .api import PushBulletNotificationProvider
 from .const import DATA_UPDATED, DOMAIN
@@ -75,40 +66,6 @@ SENSOR_TYPES: tuple[SensorEntityDescription, ...] = (
 
 SENSOR_KEYS: list[str] = [desc.key for desc in SENSOR_TYPES]
 
-PLATFORM_SCHEMA = PLATFORM_SCHEMA.extend(
-    {
-        vol.Required(CONF_API_KEY): cv.string,
-        vol.Optional(CONF_MONITORED_CONDITIONS, default=["title", "body"]): vol.All(
-            cv.ensure_list, vol.Length(min=1), [vol.In(SENSOR_KEYS)]
-        ),
-    }
-)
-
-
-async def async_setup_platform(
-    hass: HomeAssistant,
-    config: ConfigType,
-    async_add_entities: AddEntitiesCallback,
-    discovery_info: DiscoveryInfoType | None = None,
-) -> None:
-    """Set up the Pushbullet Sensor platform."""
-    async_create_issue(
-        hass,
-        DOMAIN,
-        "deprecated_yaml",
-        breaks_in_ha_version="2023.2.0",
-        is_fixable=False,
-        severity=IssueSeverity.WARNING,
-        translation_key="deprecated_yaml",
-    )
-    hass.async_create_task(
-        hass.config_entries.flow.async_init(
-            DOMAIN,
-            context={"source": SOURCE_IMPORT},
-            data=config,
-        )
-    )
-
 
 async def async_setup_entry(
     hass: HomeAssistant, entry: ConfigEntry, async_add_entities: AddEntitiesCallback
diff --git a/homeassistant/components/pushbullet/strings.json b/homeassistant/components/pushbullet/strings.json
index 92d22d117dc..a6571ae7bf0 100644
--- a/homeassistant/components/pushbullet/strings.json
+++ b/homeassistant/components/pushbullet/strings.json
@@ -15,11 +15,5 @@
         }
       }
     }
-  },
-  "issues": {
-    "deprecated_yaml": {
-      "title": "The Pushbullet YAML configuration is being removed",
-      "description": "Configuring Pushbullet using YAML is being removed.\n\nYour existing YAML configuration has been imported into the UI automatically.\n\nRemove the Pushbullet YAML configuration from your configuration.yaml file and restart Home Assistant to fix this issue."
-    }
   }
 }
diff --git a/tests/components/pushbullet/test_config_flow.py b/tests/components/pushbullet/test_config_flow.py
index a19c424c8be..f250c22c443 100644
--- a/tests/components/pushbullet/test_config_flow.py
+++ b/tests/components/pushbullet/test_config_flow.py
@@ -119,16 +119,3 @@ async def test_flow_conn_error(hass: HomeAssistant) -> None:
     assert result["type"] == data_entry_flow.RESULT_TYPE_FORM
     assert result["step_id"] == "user"
     assert result["errors"] == {"base": "cannot_connect"}
-
-
-async def test_import(hass: HomeAssistant, requests_mock_fixture) -> None:
-    """Test user initialized flow with unreachable server."""
-    result = await hass.config_entries.flow.async_init(
-        DOMAIN,
-        context={"source": config_entries.SOURCE_IMPORT},
-        data=MOCK_CONFIG,
-    )
-
-    assert result["type"] == data_entry_flow.RESULT_TYPE_CREATE_ENTRY
-    assert result["title"] == "pushbullet"
-    assert result["data"] == MOCK_CONFIG