diff --git a/ebook/__init__.py b/ebook/__init__.py
index 4a25801..dbb125b 100644
--- a/ebook/__init__.py
+++ b/ebook/__init__.py
@@ -107,7 +107,9 @@ def generate_epub(story, cover_options={}, output_filename=None):
     # The cover is static, and the only change comes from the image which we generate
     html = [('Cover', 'cover.html', cover_template)]
 
-    if story.cover_url:
+    if cover_options["cover_url"]:
+        image = make_cover_from_url(cover_options["cover_url"], story.title, story.author)
+    elif story.cover_url:
         image = make_cover_from_url(story.cover_url, story.title, story.author)
     else:
         image = make_cover(story.title, story.author, **cover_options)