diff --git a/tests/test_analysis_ttl.py b/tests/test_analysis_ttl.py
new file mode 100644
index 00000000..17b45de1
--- /dev/null
+++ b/tests/test_analysis_ttl.py
@@ -0,0 +1,12 @@
+from web.analysis_service import _analysis_ttl_for_city
+from web.core import CACHE_TTL
+
+
+def test_high_frequency_airport_cities_use_one_minute_analysis_cache():
+    assert _analysis_ttl_for_city("chongqing") == 60
+    assert _analysis_ttl_for_city("shanghai") == 60
+    assert _analysis_ttl_for_city("singapore") == 60
+
+
+def test_non_high_frequency_city_keeps_default_analysis_cache_ttl():
+    assert _analysis_ttl_for_city("new york") == CACHE_TTL
diff --git a/web/analysis_service.py b/web/analysis_service.py
index efd89298..cbb79199 100644
--- a/web/analysis_service.py
+++ b/web/analysis_service.py
@@ -45,6 +45,28 @@ from web.services.city_payloads import (
 )
 
 TURKISH_MGM_CITIES = {"ankara", "istanbul"}
+HIGH_FREQ_AIRPORT_ANALYSIS_CITIES = {
+    "seoul",
+    "singapore",
+    "busan",
+    "tokyo",
+    "ankara",
+    "helsinki",
+    "amsterdam",
+    "istanbul",
+    "paris",
+    "hong kong",
+    "lau fau shan",
+    "taipei",
+    "beijing",
+    "shanghai",
+    "guangzhou",
+    "shenzhen",
+    "qingdao",
+    "chengdu",
+    "chongqing",
+    "wuhan",
+}
 _ANALYSIS_CACHE_STATS_LOCK = threading.Lock()
 _ANALYSIS_CACHE_STATS: Dict[str, Any] = {
     "total_requests": 0,
@@ -374,6 +396,8 @@ def _analysis_ttl_for_city(city: str) -> int:
         return CACHE_TTL_ANKARA
     if city_lower in KOREAN_AMOS_CITIES:
         return CACHE_TTL_KOREAN_AMOS
+    if city_lower in HIGH_FREQ_AIRPORT_ANALYSIS_CITIES:
+        return 60
     return CACHE_TTL