diff --git a/picard/coverart/providers/__init__.py b/picard/coverart/providers/__init__.py
index f60d0f0dd..4823c86fa 100644
--- a/picard/coverart/providers/__init__.py
+++ b/picard/coverart/providers/__init__.py
@@ -63,7 +63,7 @@ class ProviderOptions(OptionsPage):
 def register_cover_art_provider(provider):
     _cover_art_providers.register(provider.__module__, provider)
     if hasattr(provider, 'OPTIONS') and provider.OPTIONS:
-        provider.OPTIONS.NAME = provider.name
+        provider.OPTIONS.NAME = provider.name.lower().replace(' ', '_')
         provider.OPTIONS.TITLE = provider.title
         register_options_page(provider.OPTIONS)
 
diff --git a/picard/coverart/providers/local.py b/picard/coverart/providers/local.py
index 5a0137777..a18532761 100644
--- a/picard/coverart/providers/local.py
+++ b/picard/coverart/providers/local.py
@@ -64,7 +64,7 @@ class CoverArtProviderLocal(CoverArtProvider):
 
     """Get cover art from local files"""
 
-    NAME = "Local"
+    NAME = "Local Files"
     TITLE = N_("Local Files")
     OPTIONS = ProviderOptionsLocal
 
diff --git a/picard/ui/options/dialog.py b/picard/ui/options/dialog.py
index 5948894bd..3d7742ece 100644
--- a/picard/ui/options/dialog.py
+++ b/picard/ui/options/dialog.py
@@ -23,6 +23,7 @@ from PyQt5 import (
 )
 
 from picard import config
+from picard.const import PICARD_URLS
 from picard.util import (
     restore_method,
     webbrowser2,
@@ -145,7 +146,9 @@ class OptionsDialog(PicardDialog):
             self.ui.pages_stack.setCurrentWidget(page)
 
     def help(self):
-        webbrowser2.goto('doc_options')
+        current_page = self.ui.pages_stack.currentWidget()
+        url = "{}#{}".format(PICARD_URLS['doc_options'], current_page.NAME)
+        webbrowser2.open(url)
 
     def accept(self):
         for page in self.pages: