diff --git a/app/routers/router_anime.py b/app/routers/router_anime.py
index 635c8b0..1e156c8 100644
--- a/app/routers/router_anime.py
+++ b/app/routers/router_anime.py
@@ -174,10 +174,28 @@ async def search_anime_unified(
 
             if url and url not in seen_urls:
                 seen_urls.add(url)
-                if q.lower() in (item_dict.get("title") or "").lower():
+                # Fuzzy relevance scoring
+                title = (item_dict.get("title") or "").lower()
+                query_lower = q.lower()
+                
+                # Exact match
+                if query_lower == title:
                     item_dict["_relevance_boost"] = 1.0
-                else:
+                # Title starts with query
+                elif title.startswith(query_lower):
+                    item_dict["_relevance_boost"] = 0.95
+                # Query is a substring of title
+                elif query_lower in title:
+                    item_dict["_relevance_boost"] = 0.85
+                # Words from query all appear in title
+                elif all(word in title.split() for word in query_lower.split() if len(word) > 1):
+                    item_dict["_relevance_boost"] = 0.7
+                # At least one word matches
+                elif any(word in title.split() for word in query_lower.split() if len(word) > 2):
                     item_dict["_relevance_boost"] = 0.5
+                else:
+                    item_dict["_relevance_boost"] = 0.3
+                
                 results[pid].append(item_dict)
 
                 # Prepare enrichment task for top 15 results per provider