diff --git a/changelog.d/4250.bugfix b/changelog.d/4250.bugfix
new file mode 100644
index 0000000000000000000000000000000000000000..1f60f5bd0ad65a4b9f3435d8b5534ef905a89441
--- /dev/null
+++ b/changelog.d/4250.bugfix
@@ -0,0 +1 @@
+Pushers can now be unsubscribed from on Python 3.
diff --git a/synapse/rest/client/v1/pusher.py b/synapse/rest/client/v1/pusher.py
index b84f0260f2c898e1a64ca6d80b358d18e71716ed..4c07ae7f45b44de9084cc2ab6688da5b92dee77c 100644
--- a/synapse/rest/client/v1/pusher.py
+++ b/synapse/rest/client/v1/pusher.py
@@ -142,7 +142,7 @@ class PushersRemoveRestServlet(RestServlet):
     To allow pusher to be delete by clicking a link (ie. GET request)
     """
     PATTERNS = client_path_patterns("/pushers/remove$")
-    SUCCESS_HTML = "<html><body>You have been unsubscribed</body><html>"
+    SUCCESS_HTML = b"<html><body>You have been unsubscribed</body><html>"
 
     def __init__(self, hs):
         super(PushersRemoveRestServlet, self).__init__()