diff --git a/Dockers/puppeteer-api/app/database.py b/Dockers/puppeteer-api/app/database.py
index 68731c8..b6e6733 100644
--- a/Dockers/puppeteer-api/app/database.py
+++ b/Dockers/puppeteer-api/app/database.py
@@ -90,9 +90,14 @@ def init_db():
 def get_cached_data(url, route):
     conn = sqlite3.connect(DB_PATH)
     cursor = conn.cursor()
-    cache_expiry = int(time.time()) - (CACHE_EXPIRY_HOURS * 60 * 60)  # Convert hours to seconds
+
+    # Calculate cache expiry time
     if route == 'pagination':
-        cache_expiry = cache_expiry * 31
+        # Pagination cache expires after 31 times the normal cache expiry
+        cache_expiry = int(time.time()) - (CACHE_EXPIRY_HOURS * 31 * 60 * 60)
+    else:
+        cache_expiry = int(time.time()) - (CACHE_EXPIRY_HOURS * 60 * 60)  # Convert hours to seconds
+
     cursor.execute(
         "SELECT data FROM cache WHERE url = ? AND route = ? AND timestamp > ?",
         (url, route, cache_expiry)