diff --git a/homeassistant/components/teslemetry/__init__.py b/homeassistant/components/teslemetry/__init__.py
index 0b61120877a..5779283b955 100644
--- a/homeassistant/components/teslemetry/__init__.py
+++ b/homeassistant/components/teslemetry/__init__.py
@@ -85,6 +85,7 @@ async def async_setup_entry(hass: HomeAssistant, entry: TeslemetryConfigEntry) -
 
     scopes = calls[0]["scopes"]
     region = calls[0]["region"]
+    vehicle_metadata = calls[0]["vehicles"]
     products = calls[1]["response"]
 
     device_registry = dr.async_get(hass)
@@ -102,7 +103,11 @@ async def async_setup_entry(hass: HomeAssistant, entry: TeslemetryConfigEntry) -
     )
 
     for product in products:
-        if "vin" in product and Scope.VEHICLE_DEVICE_DATA in scopes:
+        if (
+            "vin" in product
+            and vehicle_metadata.get(product["vin"], {}).get("access")
+            and Scope.VEHICLE_DEVICE_DATA in scopes
+        ):
             # Remove the protobuff 'cached_data' that we do not use to save memory
             product.pop("cached_data", None)
             vin = product["vin"]
diff --git a/tests/components/teslemetry/const.py b/tests/components/teslemetry/const.py
index bf483d576cd..46efed2153d 100644
--- a/tests/components/teslemetry/const.py
+++ b/tests/components/teslemetry/const.py
@@ -46,9 +46,25 @@ METADATA = {
         "energy_device_data",
         "energy_cmds",
     ],
+    "vehicles": {
+        "LRW3F7EK4NC700000": {
+            "proxy": False,
+            "access": True,
+            "polling": True,
+            "firmware": "2024.44.25",
+        }
+    },
 }
 METADATA_NOSCOPE = {
     "uid": "abc-123",
     "region": "NA",
     "scopes": ["openid", "offline_access", "vehicle_device_data"],
+    "vehicles": {
+        "LRW3F7EK4NC700000": {
+            "proxy": False,
+            "access": True,
+            "polling": True,
+            "firmware": "2024.44.25",
+        }
+    },
 }