diff --git a/app/db/recommendation_queries.py b/app/db/recommendation_queries.py
index 0e82705..b3216af 100644
--- a/app/db/recommendation_queries.py
+++ b/app/db/recommendation_queries.py
@@ -1,7 +1,7 @@
 """Recommendation and lifecycle-facing DB API."""
 
 import json
-from datetime import datetime
+from datetime import datetime, timedelta
 
 from app.db.recommendation_commands import apply_recommendation_state_transition
 from app.db.recommendation_state import (