diff --git a/vrobbler/apps/books/models.py b/vrobbler/apps/books/models.py
index 6aef53e..7a31f5a 100644
--- a/vrobbler/apps/books/models.py
+++ b/vrobbler/apps/books/models.py
@@ -12,6 +12,9 @@ from books.openlibrary import (
     lookup_book_from_openlibrary,
 )
 from books.sources.google import lookup_book_from_google
+from books.sources.openlibrary import (
+    lookup_book_from_openlibrary as lookup_book_from_ol,
+)
 from books.sources.semantic import lookup_paper_from_semantic
 from books.utils import get_comic_issue_url
 from django.conf import settings
@@ -106,11 +109,9 @@ class Author(TimeStampedModel):
     def __str__(self):
         return f"{self.name}"
 
-    def enrich_from_semantic(self, overwrite=False):
-        ...
+    def enrich_from_semantic(self, overwrite=False): ...
 
-    def enrich_from_google_books(self, overwrite=False):
-        ...
+    def enrich_from_google_books(self, overwrite=False): ...
 
     def enrich_from_openlibrary(self, overwrite=False):
         data_dict = lookup_author_from_openlibrary(self.openlibrary_id)
@@ -243,8 +244,9 @@ class Book(LongPlayScrobblableMixin):
     def find_or_create(
         cls,
         title: str,
+        author: str | None = None,
         url: str = "",
-        enrich: bool = False,
+        enrich: bool = True,
         commit: bool = True,
     ):
         """Given a title, get a Book instance.
@@ -275,6 +277,9 @@ class Book(LongPlayScrobblableMixin):
                 book_dict["readcomics_url"]
             )
 
+        if not book_dict:
+            book_dict = lookup_book_from_ol(title, author=author)
+
         if not book_dict:
             book_dict = lookup_book_from_google(title)
 
@@ -287,7 +292,7 @@ class Book(LongPlayScrobblableMixin):
         author_list = []
         authors = book_dict.pop("authors", [])
         cover_url = book_dict.pop("cover_url", "")
-        genres = book_dict.pop("generes", [])
+        genres = book_dict.pop("genres", book_dict.pop("generes", []))
 
         if authors:
             for author_str in authors:
@@ -326,9 +331,9 @@ class Book(LongPlayScrobblableMixin):
             if not data:
                 logger.warn(f"Checking openlibrary for {self.title}")
                 if self.openlibrary_id and force_update:
-                    data = lookup_book_from_openlibrary(str(self.openlibrary_id))
+                    data = lookup_book_from_ol(str(self.openlibrary_id))
                 else:
-                    data = lookup_book_from_openlibrary(str(self.title), author_name)
+                    data = lookup_book_from_ol(str(self.title), author_name)
 
             if not data:
                 if self.locg_slug: