diff --git a/web/craigslist.py b/web/craigslist.py
index 9816ffe..e5eeb41 100644
--- a/web/craigslist.py
+++ b/web/craigslist.py
@@ -25,7 +25,7 @@ def fetch_listings():
     """Fetch job listings from all regions and keywords."""
     # We'll collect URLs discovered in this run and then remove any DB listings
     # not present in this set (treat DB as reflecting current search results).
-    existing_db_urls = set(db_get_all_job_urls())
+    existing_db_urls = set(row['url'] for row in db_get_all_job_urls())
     discovered_urls = set()
     new_rows = []
 
@@ -98,7 +98,7 @@ def fetch_listings():
     return {"discovered": len(discovered_urls), "new": len(new_rows)}
 
 
-def process_job_url(job_url: str):
+def process_job_url(job_url: str, region: str = "", keyword: str = ""):
     try:
         job_id = url_to_job_id(job_url)
         yield f"Fetching job page: {job_url}\n"
@@ -113,7 +113,7 @@ def process_job_url(job_url: str):
         job_data = scrape_job_page(content, job_url)
         if job_data:
             yield f"Upserting job details for {job_id}\n"
-            upsert_job_details(job_data)
+            upsert_job_details(job_data, region=region, keyword=keyword)
             upsert_user_interaction(
                 job_id, seen_at=datetime.now(timezone.utc).isoformat())
             yield f"Successfully processed job {job_id}: {job_data.get('title', 'Unknown')}\n"
@@ -141,9 +141,11 @@ def scraper():
     job_urls = db_get_all_job_urls()
     yield f"Processing {len(job_urls)} job pages...\n"
 
-    for i, url in enumerate(job_urls, 1):
+    i = 0
+    for url, region, keyword in job_urls:
+        i += 1
         yield f"\n--- Processing job {i}/{len(job_urls)} ---\n"
-        for message in process_job_url(url):
+        for message in process_job_url(job_url=url, region=region, keyword=keyword):
             yield message
 
     yield "\nScraping completed successfully!\n"
diff --git a/web/db.py b/web/db.py
index 2d61576..627a189 100644
--- a/web/db.py
+++ b/web/db.py
@@ -272,7 +272,7 @@ def get_last_fetch_time(page_url: str) -> Optional[datetime]:
         return None
 
 
-def upsert_job_details(job_data: Dict[str, Any]):
+def upsert_job_details(job_data: Dict[str, Any], region: str = "", keyword: str = ""):
     """Upsert into job_descriptions table using scraped job details dict.
 
     Behavior additions:
@@ -356,7 +356,7 @@ SELECT l.job_id
 ,d.posted_time
 ,l.url
 FROM job_listings AS l
-INNER JOIN job_descriptions AS d 
+INNER JOIN job_descriptions AS d
 ON l.job_id = d.job_id
 AND l.url = d.url
 ORDER BY d.posted_time DESC
@@ -381,11 +381,16 @@ ORDER BY d.posted_time DESC
         return jobs
 
 
-def db_get_all_job_urls() -> List[str]:
-    """Return list of job URLs from job_listings."""
+def db_get_all_job_urls() -> List[dict]:
+    """Return list of job URLs from job_listings.
+
+    Returns:
+    - List of dicts with keys: url, region, keyword
+    """
     with _ensure_session() as session:
-        rows = session.execute(text("SELECT url FROM job_listings")).fetchall()
-        return [r[0] for r in rows]
+        rows = session.execute(
+            text("SELECT url, region, keyword FROM job_listings")).fetchall()
+        return [{"url": r[0], "region": r[1], "keyword": r[2]} for r in rows]
 
 
 def db_delete_job(job_id: str | int):