diff --git a/scripts/appveyor-webhook.py b/scripts/appveyor-webhook.py
index f969b0e70..f5b148c55 100755
--- a/scripts/appveyor-webhook.py
+++ b/scripts/appveyor-webhook.py
@@ -92,21 +92,24 @@ def get_yml(branch, build_type):
     f = open('appveyor.yml')
     yml_text = f.read()
     f.close()
-    yml_text = yml_text.replace('BRANCHNAME', branch)
+    version_string, version = get_version()
+    yml_text = yml_text.replace('TAG', version_string)
     if build_type in ['openlp', 'trunk']:
+        yml_text = yml_text.replace('BRANCHPATH', '~openlp-core/openlp/trunk')
         yml_text = yml_text.replace('BUILD_DOCS', '$TRUE')
     else:
+        yml_text = yml_text.replace('BRANCHPATH', branch.split(':')[1])
         yml_text = yml_text.replace('BUILD_DOCS', '$FALSE')
-    return yml_text
+    return yml_text, version_string
 
 
-def hook(webhook_url, yml):
+def hook(webhook_url, branch, build_type):
     """
     Activate the webhook to start the build
     """
+    yml, version_string = get_yml(branch, build_type)
     webhook_element['config'] = yml
     webhook_element['commit']['message'] = 'Building ' + branch
-    version_string, version = get_version()
     webhook_element['commit']['id'] = version_string
     request = urllib.request.Request(webhook_url)
     request.add_header('Content-Type', 'application/json;charset=utf-8')
@@ -137,7 +140,7 @@ else:
     if build_type not in ['dev', 'trunk', 'openlp']:
         print('Invalid build type\nUsage: %s <webhook-url> <branch> <dev|trunk|openlp>' % sys.argv[0])
         exit()
-    hook(webhook_url, get_yml(branch, build_type))
+    hook(webhook_url, branch, build_type)
     # Wait 5 seconds to make sure the hook has been triggered
     time.sleep(5)
     get_appveyor_build_url(build_type)
diff --git a/scripts/appveyor.yml b/scripts/appveyor.yml
index 316e5f73b..a7704fb15 100644
--- a/scripts/appveyor.yml
+++ b/scripts/appveyor.yml
@@ -1,11 +1,10 @@
 version: OpenLP-win-ci-b{build}
 
-init:
-  - choco install -y --force bzr
-  - set PATH=C:\Program Files (x86)\Bazaar;%PATH%
-
 clone_script:
-  - bzr checkout --lightweight BRANCHNAME openlp-branch
+  - curl -L https://bazaar.launchpad.net/~tomasgroth/openlp/pco-24/tarball -o pco.tar.gz
+  - 7z e pco.tar.gz
+  - 7z x pco.tar
+  - mv ~tomasgroth/openlp/pco-24 openlp-branch
 
 environment:
   PYTHON: C:\\Python34
@@ -74,10 +73,10 @@ after_test:
         7z x documentation.tar
         mv ~openlp-core/openlp/documentation documentation
         cd packaging
-        &"$env:PYTHON\python.exe" builders/windows-builder.py --skip-update -c windows/config-appveyor.ini -b ../openlp-branch -d ../documentation --portable
+        &"$env:PYTHON\python.exe" builders/windows-builder.py --skip-update -c windows/config-appveyor.ini -b ../openlp-branch -d ../documentation --portable --tag-override TAG
       } else {
         cd packaging
-        &"$env:PYTHON\python.exe" builders/windows-builder.py --skip-update --skip-translations -c windows/config-appveyor.ini -b ../openlp-branch --portable
+        &"$env:PYTHON\python.exe" builders/windows-builder.py --skip-update --skip-translations -c windows/config-appveyor.ini -b ../openlp-branch --portable --tag-override TAG
       }
 
 artifacts: