diff --git a/asset_list/app.py b/asset_list/app.py
index 1a7788fe..df2fe9cc 100644
--- a/asset_list/app.py
+++ b/asset_list/app.py
@@ -21,13 +21,21 @@ EPC_AUTH_TOKEN = os.getenv("EPC_AUTH_TOKEN")
 
 
 def get_data(
-    asset_list, fulladdress_column, address1_column, postcode_column, manual_uprn_map,
+    df, fulladdress_column, address1_column, postcode_column, manual_uprn_map,
     uprn_column=None, epc_api_only=False, row_id_name="row_id"
 ):
+    # These re-map the standard property types to forms accepted by the EPC api, so we can predict EPCs
+    property_type_map = {
+        "house": "House",
+        "flat": "Flat",
+        "maisonette": "Maisonette",
+        "bungalow": "Bungalow",
+    }
+
     epc_data = []
     errors = []
     no_epc = []
-    for _, home in tqdm(asset_list.iterrows(), total=len(asset_list)):
+    for _, home in tqdm(df.iterrows(), total=len(df)):
         try:
             postcode = home[postcode_column]
             house_number = str(home[address1_column]).strip()
@@ -42,19 +50,21 @@ def get_data(
             if pd.isnull(uprn):
                 uprn = None
 
+            property_type = property_type_map.get(home[AssetList.STANDARD_PROPERTY_TYPE], None)
+
             searcher = SearchEpc(
                 address1=str(house_no),
                 postcode=postcode,
                 auth_token=EPC_AUTH_TOKEN,
                 os_api_key="",
-                property_type=None,
+                property_type=property_type,
                 fast=True,
                 full_address=full_address,
                 max_retries=5,
                 uprn=uprn
             )
             # Force the skipping of estimating the EPC
-            searcher.ordnance_survey_client.property_type = None
+            searcher.ordnance_survey_client.property_type = property_type
             searcher.ordnance_survey_client.built_form = None
 
             searcher.find_property(skip_os=True)
@@ -317,7 +327,7 @@ def app():
                 continue
         chunk = asset_list.standardised_asset_list[i:i + chunk_size]
         epc_data_chunk, errors_chunk, no_epc_chunk = get_data(
-            asset_list=chunk,
+            df=chunk,
             row_id_name=asset_list.DOMNA_PROPERTY_ID,
             fulladdress_column=asset_list.STANDARD_FULL_ADDRESS,
             address1_column=asset_list.STANDARD_ADDRESS_1,
diff --git a/asset_list/requirements.txt b/asset_list/requirements.txt
index fd045d46..fd43ac64 100644
--- a/asset_list/requirements.txt
+++ b/asset_list/requirements.txt
@@ -8,4 +8,5 @@ boto3
 openpyxl
 openai
 tiktoken
-msgpack
\ No newline at end of file
+msgpack
+beautifulsoup4
\ No newline at end of file