diff --git a/backend/app/plan/router.py b/backend/app/plan/router.py
index 6eb5d5ad..6f1d9935 100644
--- a/backend/app/plan/router.py
+++ b/backend/app/plan/router.py
@@ -724,7 +724,7 @@ async def trigger_plan(body: PlanTriggerRequest):
         # We now insert kwh estimates and costs into the recommendations
         # TODO: We should join the methodology which maps the heating and hot water descriptions to the fuel types in
         #       Recommendations, but also the Property class
-        for property_id in recommendations.keys():
+        for property_id in tqdm(recommendations.keys()):
             property_recommendations = recommendations[property_id]
             property_instance = [p for p in input_properties if p.id == property_id][0]
 
diff --git a/backend/ml_models/AnnualBillSavings.py b/backend/ml_models/AnnualBillSavings.py
index bc3a5d32..d018dedb 100644
--- a/backend/ml_models/AnnualBillSavings.py
+++ b/backend/ml_models/AnnualBillSavings.py
@@ -272,7 +272,6 @@ class AnnualBillSavings:
             cost_per_kwh = cls.cost_per_kwh(
                 price_data["Price (p)"], price_data["Energy Content, Net Calorific value (kWh/unit)"]
             )
-
             return (kwh / cop) * cost_per_kwh
 
         if fuel == "Wood Logs":
@@ -280,11 +279,17 @@ class AnnualBillSavings:
             cost_per_kwh = cls.cost_per_kwh(
                 price_data["Price (p)"], price_data["Energy Content, Net Calorific value (kWh/unit)"]
             )
-
             return (kwh / cop) * cost_per_kwh
 
         if fuel == "Natural Gas + Solar Thermal":
             # The solar thermal covers a % of the heating kwh, so we need to adjust the cost
             return (kwh / cop) * GoogleSolarApi.SOLAR_CONSUMPTION_PROPORTION * cls.GAS_PRICE_CAP
 
+        if fuel == "Oil":
+            price_data = cls.FUEL_DATA[cls.FUEL_DATA["Fuel"] == "Kerosene"].squeeze()
+            cost_per_kwh = cls.cost_per_kwh(
+                price_data["Price (p)"], price_data["Energy Content, Net Calorific value (kWh/unit)"]
+            )
+            return (kwh / cop) * cost_per_kwh
+
         raise Exception("Fuel not recognised")
diff --git a/recommendations/Recommendations.py b/recommendations/Recommendations.py
index d689b412..d8d0ec08 100644
--- a/recommendations/Recommendations.py
+++ b/recommendations/Recommendations.py
@@ -38,6 +38,7 @@ DESCRIPTIONS_TO_FUEL_TYPES = {
     "Boiler and underfloor heating, mains gas": {"fuel": "Natural Gas", "cop": 0.9},
     "No system present: electric heaters assumed": {"fuel": "Electricity", "cop": 1},
     "Electric instantaneous at point of use": {"fuel": "Electricity", "cop": 1},
+    "Boiler and radiators, oil": {"fuel": "Oil", "cop": 0.9},
 }
 STARTING_DUMMY_ID_VALUE = -9999