diff --git a/capstone-api/src/main/java/backend/simulation/dto/SimManifestResponse.java b/capstone-api/src/main/java/backend/simulation/dto/SimManifestResponse.java
index f957c5b..aa110d7 100644
--- a/capstone-api/src/main/java/backend/simulation/dto/SimManifestResponse.java
+++ b/capstone-api/src/main/java/backend/simulation/dto/SimManifestResponse.java
@@ -3,6 +3,7 @@
 import java.util.List;
 
 import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.databind.JsonNode;
 
 import lombok.Builder;
 import lombok.Getter;
@@ -93,5 +94,8 @@ public static class SimPlaceDto {
 		private String intent;
 
 		private String title;
+
+		@JsonProperty("map_anchor")
+		private JsonNode mapAnchor;
 	}
 }
diff --git a/capstone-api/src/main/java/backend/simulation/initializer/SimulationDataInitializer.java b/capstone-api/src/main/java/backend/simulation/initializer/SimulationDataInitializer.java
index ee5c6b4..01dbf6b 100644
--- a/capstone-api/src/main/java/backend/simulation/initializer/SimulationDataInitializer.java
+++ b/capstone-api/src/main/java/backend/simulation/initializer/SimulationDataInitializer.java
@@ -110,6 +110,7 @@ private void seedPlaces(JsonNode manifest, String runId) {
 				.category(textOrNull(node, "category"))
 				.intent(textOrNull(node, "intent"))
 				.title(textOrNull(node, "title"))
+				.mapAnchorJson(jsonOrNull(node, "map_anchor"))
 				.build());
 		}
 		placeRepository.saveAll(places);
diff --git a/capstone-api/src/main/java/backend/simulation/service/SimulationService.java b/capstone-api/src/main/java/backend/simulation/service/SimulationService.java
index 15597ee..ec51ee8 100644
--- a/capstone-api/src/main/java/backend/simulation/service/SimulationService.java
+++ b/capstone-api/src/main/java/backend/simulation/service/SimulationService.java
@@ -50,9 +50,16 @@ private int projectionTailTicks(SimulationRun run) {
 	}
 
 	private int maxProjectedTick(SimulationRun run) {
-		return run.getMaxProjectedTick() != null
+		int declaredMax = run.getMaxProjectedTick() != null
 			? run.getMaxProjectedTick()
 			: loopPeriodTicks(run) + projectionTailTicks(run) - 1;
+		int maxLifecycleTick = lifecycleEventRepository.findMaxTickByRunId(run.getRunId()).orElse(declaredMax);
+		int maxMovementTick = movementRepository.findMaxArriveTickByRunId(run.getRunId()).orElse(declaredMax);
+		return Math.max(declaredMax, Math.max(maxLifecycleTick, maxMovementTick));
+	}
+
+	private int projectionTailTicks(SimulationRun run, int maxProjectedTick) {
+		return Math.max(0, maxProjectedTick - loopPeriodTicks(run) + 1);
 	}
 
 	private void validateTickWindow(int fromTick, int toTick) {
@@ -89,8 +96,10 @@ public SimManifestResponse getManifest(String runId) {
 				.category(p.getCategory())
 				.intent(p.getIntent())
 				.title(p.getTitle())
+				.mapAnchor(readJsonNode("place.map_anchor", p.getMapAnchorJson()))
 				.build())
 			.toList();
+		int maxProjectedTick = maxProjectedTick(run);
 
 		return SimManifestResponse.builder()
 			.runId(run.getRunId())
@@ -101,8 +110,8 @@ public SimManifestResponse getManifest(String runId) {
 			.tickDurationMsDefault(run.getTickDurationMsDefault())
 			.chunkSizeTicks(run.getChunkSizeTicks())
 			.loopPeriodTicks(loopPeriodTicks(run))
-			.projectionTailTicks(projectionTailTicks(run))
-			.maxProjectedTick(maxProjectedTick(run))
+			.projectionTailTicks(projectionTailTicks(run, maxProjectedTick))
+			.maxProjectedTick(maxProjectedTick)
 			.agents(agents)
 			.places(places)
 			.build();
diff --git a/capstone-api/src/main/resources/simulation/demo_run_001.lifecycle.json b/capstone-api/src/main/resources/simulation/demo_run_001.lifecycle.json
index b0df6bc..f06547b 100644
--- a/capstone-api/src/main/resources/simulation/demo_run_001.lifecycle.json
+++ b/capstone-api/src/main/resources/simulation/demo_run_001.lifecycle.json
@@ -40,13 +40,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2999528,
-        "lng": 127.0461809,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2926126,
+        "lng": 127.0481417,
         "region_id": "emd_gwanggyo",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1146867454",
+        "poi_name": "리앤드필라테스",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 센트럴타운로 107"
       },
       "origination_mode": "offer",
       "region_id": "emd_gwanggyo",
@@ -62,13 +66,17 @@
     "duration_ticks": 7,
     "expected_closed_at_tick": 51,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2999528,
-      "lng": 127.0461809,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2926126,
+      "lng": 127.0481417,
       "region_id": "emd_gwanggyo",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "1146867454",
+      "poi_name": "리앤드필라테스",
+      "poi_category": "activity",
+      "address": "경기 수원시 영통구 센트럴타운로 107"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -130,13 +138,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.272696,
-        "lng": 127.0417161,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2693752,
+        "lng": 127.0471021,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "2064982492",
+        "poi_name": "공원당구클럽",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 매영로 39"
       },
       "origination_mode": "offer",
       "region_id": "emd_maetan",
@@ -152,13 +164,17 @@
     "duration_ticks": 6,
     "expected_closed_at_tick": 49,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.272696,
-      "lng": 127.0417161,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2693752,
+      "lng": 127.0471021,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "2064982492",
+      "poi_name": "공원당구클럽",
+      "poi_category": "activity",
+      "address": "경기 수원시 영통구 매영로 39"
     },
     "hotspot_signal": {
       "host_persona_type": "senior_active",
@@ -220,13 +236,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "public_meetup_proxy",
-        "confidence": 0.45,
-        "lat": 37.2863956,
-        "lng": 127.0167432,
-        "match_reason": "home_venue_public_proxy",
+        "type": "home_public_proxy_poi",
+        "lat": 37.2855896,
+        "lng": 127.0158247,
         "region_id": "emd_sinchon",
-        "type": "home_public_proxy_jitter"
+        "category": "public_meetup_proxy",
+        "confidence": 1.0,
+        "match_reason": "home_venue_public_poi_proxy",
+        "poi_id": "3031332",
+        "poi_name": "피자로마나모먼트",
+        "poi_category": "food",
+        "address": "경기 수원시 팔달구 정조로 868"
       },
       "origination_mode": "offer",
       "region_id": "emd_sinchon",
@@ -242,13 +262,17 @@
     "duration_ticks": 5,
     "expected_closed_at_tick": 33,
     "map_anchor": {
-      "category": "public_meetup_proxy",
-      "confidence": 0.45,
-      "lat": 37.2863956,
-      "lng": 127.0167432,
-      "match_reason": "home_venue_public_proxy",
+      "type": "home_public_proxy_poi",
+      "lat": 37.2855896,
+      "lng": 127.0158247,
       "region_id": "emd_sinchon",
-      "type": "home_public_proxy_jitter"
+      "category": "public_meetup_proxy",
+      "confidence": 1.0,
+      "match_reason": "home_venue_public_poi_proxy",
+      "poi_id": "3031332",
+      "poi_name": "피자로마나모먼트",
+      "poi_category": "food",
+      "address": "경기 수원시 팔달구 정조로 868"
     },
     "hotspot_signal": {
       "host_persona_type": "homebody",
@@ -312,13 +336,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "cafe",
-        "confidence": 0.55,
-        "lat": 37.2579623,
-        "lng": 127.0696665,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2526833,
+        "lng": 127.0736765,
         "region_id": "emd_yeongtong",
-        "type": "region_public_jitter"
+        "category": "cafe",
+        "confidence": 1.0,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "21540416",
+        "poi_name": "이디야커피 수원영통점",
+        "poi_category": "cafe",
+        "address": "경기 수원시 영통구 봉영로 1590"
       },
       "origination_mode": "offer",
       "region_id": "emd_yeongtong",
@@ -334,13 +362,17 @@
     "duration_ticks": 2,
     "expected_closed_at_tick": 34,
     "map_anchor": {
-      "category": "cafe",
-      "confidence": 0.55,
-      "lat": 37.2579623,
-      "lng": 127.0696665,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2526833,
+      "lng": 127.0736765,
       "region_id": "emd_yeongtong",
-      "type": "region_public_jitter"
+      "category": "cafe",
+      "confidence": 1.0,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "21540416",
+      "poi_name": "이디야커피 수원영통점",
+      "poi_category": "cafe",
+      "address": "경기 수원시 영통구 봉영로 1590"
     },
     "hotspot_signal": {
       "host_persona_type": "freelancer_daytime",
@@ -402,13 +434,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "public_meetup_proxy",
-        "confidence": 0.45,
-        "lat": 37.2829227,
-        "lng": 126.9934218,
-        "match_reason": "home_venue_public_proxy",
+        "type": "home_public_proxy_poi",
+        "lat": 37.2820729,
+        "lng": 126.9947836,
         "region_id": "emd_hwaseo",
-        "type": "home_public_proxy_jitter"
+        "category": "public_meetup_proxy",
+        "confidence": 0.9,
+        "match_reason": "home_venue_public_poi_proxy",
+        "poi_id": "360424936",
+        "poi_name": "캘리그라피봄애",
+        "poi_category": "lesson",
+        "address": "경기 수원시 팔달구 동말로25번길 104"
       },
       "origination_mode": "offer",
       "region_id": "emd_hwaseo",
@@ -424,13 +460,17 @@
     "duration_ticks": 5,
     "expected_closed_at_tick": 21,
     "map_anchor": {
-      "category": "public_meetup_proxy",
-      "confidence": 0.45,
-      "lat": 37.2829227,
-      "lng": 126.9934218,
-      "match_reason": "home_venue_public_proxy",
+      "type": "home_public_proxy_poi",
+      "lat": 37.2820729,
+      "lng": 126.9947836,
       "region_id": "emd_hwaseo",
-      "type": "home_public_proxy_jitter"
+      "category": "public_meetup_proxy",
+      "confidence": 0.9,
+      "match_reason": "home_venue_public_poi_proxy",
+      "poi_id": "360424936",
+      "poi_name": "캘리그라피봄애",
+      "poi_category": "lesson",
+      "address": "경기 수원시 팔달구 동말로25번길 104"
     },
     "hotspot_signal": {
       "host_persona_type": "parenting_parent",
@@ -492,13 +532,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "cafe",
-        "confidence": 0.55,
-        "lat": 37.2995107,
-        "lng": 127.0463208,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.299458,
+        "lng": 127.0452621,
         "region_id": "emd_gwanggyo",
-        "type": "region_public_jitter"
+        "category": "cafe",
+        "confidence": 1.0,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1417910212",
+        "poi_name": "더진국 경기대점",
+        "poi_category": "food",
+        "address": "경기 수원시 영통구 대학1로54번길 6"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_gwanggyo",
@@ -514,13 +558,17 @@
     "duration_ticks": 4,
     "expected_closed_at_tick": 24,
     "map_anchor": {
-      "category": "cafe",
-      "confidence": 0.55,
-      "lat": 37.2995107,
-      "lng": 127.0463208,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.299458,
+      "lng": 127.0452621,
       "region_id": "emd_gwanggyo",
-      "type": "region_public_jitter"
+      "category": "cafe",
+      "confidence": 1.0,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "1417910212",
+      "poi_name": "더진국 경기대점",
+      "poi_category": "food",
+      "address": "경기 수원시 영통구 대학1로54번길 6"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -581,13 +629,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2719365,
-        "lng": 127.041358,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2755463,
+        "lng": 127.042553,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1943913967",
+        "poi_name": "필라테스 블랙 아주대점",
+        "poi_category": "activity",
+        "address": "경기 수원시 팔달구 중부대로 241"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -603,13 +655,17 @@
     "duration_ticks": 3,
     "expected_closed_at_tick": 16,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2719365,
-      "lng": 127.041358,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2755463,
+      "lng": 127.042553,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "1943913967",
+      "poi_name": "필라테스 블랙 아주대점",
+      "poi_category": "activity",
+      "address": "경기 수원시 팔달구 중부대로 241"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -667,13 +723,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "public_meetup_proxy",
-        "confidence": 0.45,
-        "lat": 37.2845963,
-        "lng": 126.9909616,
-        "match_reason": "home_venue_public_proxy",
+        "type": "home_public_proxy_poi",
+        "lat": 37.2808466,
+        "lng": 126.9957895,
         "region_id": "emd_hwaseo",
-        "type": "home_public_proxy_jitter"
+        "category": "public_meetup_proxy",
+        "confidence": 1.0,
+        "match_reason": "home_venue_public_poi_proxy",
+        "poi_id": "424012777",
+        "poi_name": "두끼의하루",
+        "poi_category": "food",
+        "address": "경기 수원시 팔달구 화양로35번길 22-2"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_hwaseo",
@@ -689,13 +749,17 @@
     "duration_ticks": 4,
     "expected_closed_at_tick": 28,
     "map_anchor": {
-      "category": "public_meetup_proxy",
-      "confidence": 0.45,
-      "lat": 37.2845963,
-      "lng": 126.9909616,
-      "match_reason": "home_venue_public_proxy",
+      "type": "home_public_proxy_poi",
+      "lat": 37.2808466,
+      "lng": 126.9957895,
       "region_id": "emd_hwaseo",
-      "type": "home_public_proxy_jitter"
+      "category": "public_meetup_proxy",
+      "confidence": 1.0,
+      "match_reason": "home_venue_public_poi_proxy",
+      "poi_id": "424012777",
+      "poi_name": "두끼의하루",
+      "poi_category": "food",
+      "address": "경기 수원시 팔달구 화양로35번길 22-2"
     },
     "hotspot_signal": {
       "host_persona_type": "planner",
@@ -753,13 +817,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2706415,
-        "lng": 127.0402482,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.275983,
+        "lng": 127.0409837,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "9475542",
+        "poi_name": "크리쉬나 요가원",
+        "poi_category": "activity",
+        "address": "경기 수원시 팔달구 중부대로223번길 4"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -775,13 +843,17 @@
     "duration_ticks": 6,
     "expected_closed_at_tick": 34,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2706415,
-      "lng": 127.0402482,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.275983,
+      "lng": 127.0409837,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "9475542",
+      "poi_name": "크리쉬나 요가원",
+      "poi_category": "activity",
+      "address": "경기 수원시 팔달구 중부대로223번길 4"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -839,13 +911,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2694278,
-        "lng": 127.0415379,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2700831,
+        "lng": 127.040516,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.95,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1289968013",
+        "poi_name": "매화어린이공원",
+        "poi_category": "park",
+        "address": "경기 수원시 영통구 매탄동 899"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -861,13 +937,17 @@
     "duration_ticks": 3,
     "expected_closed_at_tick": 36,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2694278,
-      "lng": 127.0415379,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2700831,
+      "lng": 127.040516,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.95,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "1289968013",
+      "poi_name": "매화어린이공원",
+      "poi_category": "park",
+      "address": "경기 수원시 영통구 매탄동 899"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -926,13 +1006,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "public_meetup_proxy",
-        "confidence": 0.45,
-        "lat": 37.2826251,
-        "lng": 126.9931732,
-        "match_reason": "home_venue_public_proxy",
+        "type": "home_public_proxy_poi",
+        "lat": 37.283418,
+        "lng": 126.9925496,
         "region_id": "emd_hwaseo",
-        "type": "home_public_proxy_jitter"
+        "category": "public_meetup_proxy",
+        "confidence": 0.95,
+        "match_reason": "home_venue_public_poi_proxy",
+        "poi_id": "26357795",
+        "poi_name": "숙지어린이공원",
+        "poi_category": "park",
+        "address": "경기 수원시 팔달구 화서동 654"
       },
       "origination_mode": "offer",
       "region_id": "emd_hwaseo",
@@ -948,13 +1032,17 @@
     "duration_ticks": 7,
     "expected_closed_at_tick": 46,
     "map_anchor": {
-      "category": "public_meetup_proxy",
-      "confidence": 0.45,
-      "lat": 37.2826251,
-      "lng": 126.9931732,
-      "match_reason": "home_venue_public_proxy",
+      "type": "home_public_proxy_poi",
+      "lat": 37.283418,
+      "lng": 126.9925496,
       "region_id": "emd_hwaseo",
-      "type": "home_public_proxy_jitter"
+      "category": "public_meetup_proxy",
+      "confidence": 0.95,
+      "match_reason": "home_venue_public_poi_proxy",
+      "poi_id": "26357795",
+      "poi_name": "숙지어린이공원",
+      "poi_category": "park",
+      "address": "경기 수원시 팔달구 화서동 654"
     },
     "hotspot_signal": {
       "host_persona_type": "parenting_parent",
@@ -1016,13 +1104,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "public_meetup_proxy",
-        "confidence": 0.45,
-        "lat": 37.2854907,
-        "lng": 127.0152756,
-        "match_reason": "home_venue_public_proxy",
+        "type": "home_public_proxy_poi",
+        "lat": 37.2842037,
+        "lng": 127.0165709,
         "region_id": "emd_sinchon",
-        "type": "home_public_proxy_jitter"
+        "category": "public_meetup_proxy",
+        "confidence": 1.0,
+        "match_reason": "home_venue_public_poi_proxy",
+        "poi_id": "1887332585",
+        "poi_name": "카페그루비",
+        "poi_category": "cafe",
+        "address": "경기 수원시 팔달구 정조로860번길 2-17"
       },
       "origination_mode": "offer",
       "region_id": "emd_sinchon",
@@ -1038,13 +1130,17 @@
     "duration_ticks": 3,
     "expected_closed_at_tick": 15,
     "map_anchor": {
-      "category": "public_meetup_proxy",
-      "confidence": 0.45,
-      "lat": 37.2854907,
-      "lng": 127.0152756,
-      "match_reason": "home_venue_public_proxy",
+      "type": "home_public_proxy_poi",
+      "lat": 37.2842037,
+      "lng": 127.0165709,
       "region_id": "emd_sinchon",
-      "type": "home_public_proxy_jitter"
+      "category": "public_meetup_proxy",
+      "confidence": 1.0,
+      "match_reason": "home_venue_public_poi_proxy",
+      "poi_id": "1887332585",
+      "poi_name": "카페그루비",
+      "poi_category": "cafe",
+      "address": "경기 수원시 팔달구 정조로860번길 2-17"
     },
     "hotspot_signal": {
       "host_persona_type": "homebody",
@@ -1105,13 +1201,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2695568,
-        "lng": 127.0412421,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2747364,
+        "lng": 127.0395623,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.95,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "14686921",
+        "poi_name": "인계3호 공원",
+        "poi_category": "park",
+        "address": "경기 수원시 영통구 매탄동 158-1"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -1127,13 +1227,17 @@
     "duration_ticks": 4,
     "expected_closed_at_tick": 48,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2695568,
-      "lng": 127.0412421,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2747364,
+      "lng": 127.0395623,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.95,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "14686921",
+      "poi_name": "인계3호 공원",
+      "poi_category": "park",
+      "address": "경기 수원시 영통구 매탄동 158-1"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -1191,13 +1295,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.271022,
-        "lng": 127.0413745,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2644593,
+        "lng": 127.0417181,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1818716370",
+        "poi_name": "비웰스튜디오",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 효원로 363"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -1213,13 +1321,17 @@
     "duration_ticks": 4,
     "expected_closed_at_tick": 27,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.271022,
-      "lng": 127.0413745,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2644593,
+      "lng": 127.0417181,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "1818716370",
+      "poi_name": "비웰스튜디오",
+      "poi_category": "activity",
+      "address": "경기 수원시 영통구 효원로 363"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -1277,13 +1389,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2713232,
-        "lng": 127.0410076,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.268124,
+        "lng": 127.0463155,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "17565305",
+        "poi_name": "매탄공원 농구장",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 매탄로 185"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -1299,13 +1415,17 @@
     "duration_ticks": 3,
     "expected_closed_at_tick": 28,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2713232,
-      "lng": 127.0410076,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.268124,
+      "lng": 127.0463155,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "17565305",
+      "poi_name": "매탄공원 농구장",
+      "poi_category": "activity",
+      "address": "경기 수원시 영통구 매탄로 185"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -1366,13 +1486,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "cafe",
-        "confidence": 0.55,
-        "lat": 37.2977708,
-        "lng": 127.0467523,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2823627,
+        "lng": 127.0645546,
         "region_id": "emd_gwanggyo",
-        "type": "region_public_jitter"
+        "category": "cafe",
+        "confidence": 0.95,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "26465927",
+        "poi_name": "광교호수공원 나루터",
+        "poi_category": "park",
+        "address": "경기 수원시 영통구 하동 1022"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_gwanggyo",
@@ -1388,13 +1512,17 @@
     "duration_ticks": 3,
     "expected_closed_at_tick": 31,
     "map_anchor": {
-      "category": "cafe",
-      "confidence": 0.55,
-      "lat": 37.2977708,
-      "lng": 127.0467523,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2823627,
+      "lng": 127.0645546,
       "region_id": "emd_gwanggyo",
-      "type": "region_public_jitter"
+      "category": "cafe",
+      "confidence": 0.95,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "26465927",
+      "poi_name": "광교호수공원 나루터",
+      "poi_category": "park",
+      "address": "경기 수원시 영통구 하동 1022"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -1455,13 +1583,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2719002,
-        "lng": 127.0402556,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.268124,
+        "lng": 127.0463155,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "17565305",
+        "poi_name": "매탄공원 농구장",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 매탄로 185"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -1477,13 +1609,17 @@
     "duration_ticks": 2,
     "expected_closed_at_tick": 29,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2719002,
-      "lng": 127.0402556,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.268124,
+      "lng": 127.0463155,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "17565305",
+      "poi_name": "매탄공원 농구장",
+      "poi_category": "activity",
+      "address": "경기 수원시 영통구 매탄로 185"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -1542,13 +1678,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "public_meetup_proxy",
-        "confidence": 0.45,
-        "lat": 37.2846052,
-        "lng": 126.9908696,
-        "match_reason": "home_venue_public_proxy",
+        "type": "home_public_proxy_poi",
+        "lat": 37.2835191,
+        "lng": 126.9967524,
         "region_id": "emd_hwaseo",
-        "type": "home_public_proxy_jitter"
+        "category": "public_meetup_proxy",
+        "confidence": 1.0,
+        "match_reason": "home_venue_public_poi_proxy",
+        "poi_id": "24450040",
+        "poi_name": "수원큰손갈비",
+        "poi_category": "food",
+        "address": "경기 수원시 팔달구 화양로68번길 25"
       },
       "origination_mode": "offer",
       "region_id": "emd_hwaseo",
@@ -1564,13 +1704,17 @@
     "duration_ticks": 5,
     "expected_closed_at_tick": 19,
     "map_anchor": {
-      "category": "public_meetup_proxy",
-      "confidence": 0.45,
-      "lat": 37.2846052,
-      "lng": 126.9908696,
-      "match_reason": "home_venue_public_proxy",
+      "type": "home_public_proxy_poi",
+      "lat": 37.2835191,
+      "lng": 126.9967524,
       "region_id": "emd_hwaseo",
-      "type": "home_public_proxy_jitter"
+      "category": "public_meetup_proxy",
+      "confidence": 1.0,
+      "match_reason": "home_venue_public_poi_proxy",
+      "poi_id": "24450040",
+      "poi_name": "수원큰손갈비",
+      "poi_category": "food",
+      "address": "경기 수원시 팔달구 화양로68번길 25"
     },
     "hotspot_signal": {
       "host_persona_type": "parenting_parent",
@@ -1633,13 +1777,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "cafe",
-        "confidence": 0.55,
-        "lat": 37.2944944,
-        "lng": 127.0259717,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2937609,
+        "lng": 127.0270109,
         "region_id": "emd_yeonmu",
-        "type": "region_public_jitter"
+        "category": "cafe",
+        "confidence": 1.0,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1079135531",
+        "poi_name": "카페리무",
+        "poi_category": "cafe",
+        "address": "경기 수원시 장안구 월드컵로418번길 17-1"
       },
       "origination_mode": "offer",
       "region_id": "emd_yeonmu",
@@ -1655,13 +1803,17 @@
     "duration_ticks": 3,
     "expected_closed_at_tick": 42,
     "map_anchor": {
-      "category": "cafe",
-      "confidence": 0.55,
-      "lat": 37.2944944,
-      "lng": 127.0259717,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2937609,
+      "lng": 127.0270109,
       "region_id": "emd_yeonmu",
-      "type": "region_public_jitter"
+      "category": "cafe",
+      "confidence": 1.0,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "1079135531",
+      "poi_name": "카페리무",
+      "poi_category": "cafe",
+      "address": "경기 수원시 장안구 월드컵로418번길 17-1"
     },
     "hotspot_signal": {
       "host_persona_type": "spontaneous",
@@ -1818,13 +1970,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2729569,
-        "lng": 127.0402326,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2676346,
+        "lng": 127.0442983,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "27583162",
+        "poi_name": "매탄공원 게이트볼장",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 매탄로 185"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -1840,13 +1996,17 @@
     "duration_ticks": 5,
     "expected_closed_at_tick": 36,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2729569,
-      "lng": 127.0402326,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2676346,
+      "lng": 127.0442983,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "27583162",
+      "poi_name": "매탄공원 게이트볼장",
+      "poi_category": "activity",
+      "address": "경기 수원시 영통구 매탄로 185"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -1904,13 +2064,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2709866,
-        "lng": 127.0389842,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2768716,
+        "lng": 127.0346924,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.95,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "17559109",
+        "poi_name": "인계3호공원 솟대",
+        "poi_category": "park",
+        "address": "경기 수원시 팔달구 인계동 174-1"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -1926,13 +2090,17 @@
     "duration_ticks": 2,
     "expected_closed_at_tick": 20,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2709866,
-      "lng": 127.0389842,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2768716,
+      "lng": 127.0346924,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.95,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "17559109",
+      "poi_name": "인계3호공원 솟대",
+      "poi_category": "park",
+      "address": "경기 수원시 팔달구 인계동 174-1"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -1993,13 +2161,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "cafe",
-        "confidence": 0.55,
-        "lat": 37.2975468,
-        "lng": 127.0465977,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2824036,
+        "lng": 127.0701556,
         "region_id": "emd_gwanggyo",
-        "type": "region_public_jitter"
+        "category": "cafe",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "543782244",
+        "poi_name": "광교복합체육센터",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 광교호수로 151"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_gwanggyo",
@@ -2015,13 +2187,17 @@
     "duration_ticks": 2,
     "expected_closed_at_tick": 37,
     "map_anchor": {
-      "category": "cafe",
-      "confidence": 0.55,
-      "lat": 37.2975468,
-      "lng": 127.0465977,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2824036,
+      "lng": 127.0701556,
       "region_id": "emd_gwanggyo",
-      "type": "region_public_jitter"
+      "category": "cafe",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "543782244",
+      "poi_name": "광교복합체육센터",
+      "poi_category": "activity",
+      "address": "경기 수원시 영통구 광교호수로 151"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -2082,13 +2258,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2724227,
-        "lng": 127.0395914,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2774757,
+        "lng": 127.0392841,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1256789522",
+        "poi_name": "주필라테스",
+        "poi_category": "activity",
+        "address": "경기 수원시 팔달구 권광로348번길 24"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -2104,13 +2284,17 @@
     "duration_ticks": 6,
     "expected_closed_at_tick": 25,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2724227,
-      "lng": 127.0395914,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2774757,
+      "lng": 127.0392841,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "1256789522",
+      "poi_name": "주필라테스",
+      "poi_category": "activity",
+      "address": "경기 수원시 팔달구 권광로348번길 24"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -2168,13 +2352,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2716679,
-        "lng": 127.0388226,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2682361,
+        "lng": 127.0453674,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.95,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "7862330",
+        "poi_name": "매탄공원",
+        "poi_category": "park",
+        "address": "경기 수원시 영통구 매탄로 185"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -2190,13 +2378,17 @@
     "duration_ticks": 5,
     "expected_closed_at_tick": 26,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2716679,
-      "lng": 127.0388226,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2682361,
+      "lng": 127.0453674,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.95,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "7862330",
+      "poi_name": "매탄공원",
+      "poi_category": "park",
+      "address": "경기 수원시 영통구 매탄로 185"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -2254,13 +2446,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2708873,
-        "lng": 127.0423476,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2745188,
+        "lng": 127.0435627,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1272196552",
+        "poi_name": "M필라테스 아주대점",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 중부대로 254"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -2276,13 +2472,17 @@
     "duration_ticks": 2,
     "expected_closed_at_tick": 21,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2708873,
-      "lng": 127.0423476,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2745188,
+      "lng": 127.0435627,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "1272196552",
+      "poi_name": "M필라테스 아주대점",
+      "poi_category": "activity",
+      "address": "경기 수원시 영통구 중부대로 254"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -2344,13 +2544,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "cafe",
-        "confidence": 0.55,
-        "lat": 37.2942999,
-        "lng": 127.0294855,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2996709,
+        "lng": 127.0301936,
         "region_id": "emd_yeonmu",
-        "type": "region_public_jitter"
+        "category": "cafe",
+        "confidence": 1.0,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "916700500",
+        "poi_name": "광교7080라이브",
+        "poi_category": "cafe",
+        "address": "경기 수원시 장안구 광교산로 138"
       },
       "origination_mode": "offer",
       "region_id": "emd_yeonmu",
@@ -2366,13 +2570,17 @@
     "duration_ticks": 2,
     "expected_closed_at_tick": 21,
     "map_anchor": {
-      "category": "cafe",
-      "confidence": 0.55,
-      "lat": 37.2942999,
-      "lng": 127.0294855,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2996709,
+      "lng": 127.0301936,
       "region_id": "emd_yeonmu",
-      "type": "region_public_jitter"
+      "category": "cafe",
+      "confidence": 1.0,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "916700500",
+      "poi_name": "광교7080라이브",
+      "poi_category": "cafe",
+      "address": "경기 수원시 장안구 광교산로 138"
     },
     "hotspot_signal": {
       "host_persona_type": "spontaneous",
@@ -2434,13 +2642,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2702743,
-        "lng": 127.0386147,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2742716,
+        "lng": 127.0443427,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1472528270",
+        "poi_name": "우아한번지앤요가 수원아주대점",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 중부대로 262"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -2456,13 +2668,17 @@
     "duration_ticks": 3,
     "expected_closed_at_tick": 28,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2702743,
-      "lng": 127.0386147,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2742716,
+      "lng": 127.0443427,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "1472528270",
+      "poi_name": "우아한번지앤요가 수원아주대점",
+      "poi_category": "activity",
+      "address": "경기 수원시 영통구 중부대로 262"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -2523,13 +2739,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "cafe",
-        "confidence": 0.55,
-        "lat": 37.2574661,
-        "lng": 127.0694049,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2535357,
+        "lng": 127.075208,
         "region_id": "emd_yeongtong",
-        "type": "region_public_jitter"
+        "category": "cafe",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "617889057",
+        "poi_name": "무비패스창작소 영화 논술교습소",
+        "poi_category": "lesson",
+        "address": "경기 수원시 영통구 반달로7번길 40"
       },
       "origination_mode": "offer",
       "region_id": "emd_yeongtong",
@@ -2545,13 +2765,17 @@
     "duration_ticks": 1,
     "expected_closed_at_tick": 16,
     "map_anchor": {
-      "category": "cafe",
-      "confidence": 0.55,
-      "lat": 37.2574661,
-      "lng": 127.0694049,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2535357,
+      "lng": 127.075208,
       "region_id": "emd_yeongtong",
-      "type": "region_public_jitter"
+      "category": "cafe",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "617889057",
+      "poi_name": "무비패스창작소 영화 논술교습소",
+      "poi_category": "lesson",
+      "address": "경기 수원시 영통구 반달로7번길 40"
     },
     "hotspot_signal": {
       "host_persona_type": "freelancer_daytime",
@@ -2615,13 +2839,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "public_meetup_proxy",
-        "confidence": 0.45,
-        "lat": 37.2678702,
-        "lng": 127.0302801,
-        "match_reason": "home_venue_public_proxy",
+        "type": "home_public_proxy_poi",
+        "lat": 37.2664518,
+        "lng": 127.0323675,
         "region_id": "emd_ingye",
-        "type": "home_public_proxy_jitter"
+        "category": "public_meetup_proxy",
+        "confidence": 1.0,
+        "match_reason": "home_venue_public_poi_proxy",
+        "poi_id": "1899485406",
+        "poi_name": "포트캔커피 수원인계점",
+        "poi_category": "cafe",
+        "address": "경기 수원시 팔달구 인계로138번길 8"
       },
       "origination_mode": "offer",
       "region_id": "emd_ingye",
@@ -2637,13 +2865,17 @@
     "duration_ticks": 4,
     "expected_closed_at_tick": 32,
     "map_anchor": {
-      "category": "public_meetup_proxy",
-      "confidence": 0.45,
-      "lat": 37.2678702,
-      "lng": 127.0302801,
-      "match_reason": "home_venue_public_proxy",
+      "type": "home_public_proxy_poi",
+      "lat": 37.2664518,
+      "lng": 127.0323675,
       "region_id": "emd_ingye",
-      "type": "home_public_proxy_jitter"
+      "category": "public_meetup_proxy",
+      "confidence": 1.0,
+      "match_reason": "home_venue_public_poi_proxy",
+      "poi_id": "1899485406",
+      "poi_name": "포트캔커피 수원인계점",
+      "poi_category": "cafe",
+      "address": "경기 수원시 팔달구 인계로138번길 8"
     },
     "hotspot_signal": {
       "host_persona_type": "night_social",
@@ -2705,13 +2937,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "public_meetup_proxy",
-        "confidence": 0.45,
-        "lat": 37.2727762,
-        "lng": 127.041038,
-        "match_reason": "home_venue_public_proxy",
+        "type": "home_public_proxy_poi",
+        "lat": 37.272538,
+        "lng": 127.0392635,
         "region_id": "emd_maetan",
-        "type": "home_public_proxy_jitter"
+        "category": "public_meetup_proxy",
+        "confidence": 0.9,
+        "match_reason": "home_venue_public_poi_proxy",
+        "poi_id": "23291576",
+        "poi_name": "김아름피아노",
+        "poi_category": "lesson",
+        "address": "경기 수원시 영통구 권광로276번길 66-2"
       },
       "origination_mode": "offer",
       "region_id": "emd_maetan",
@@ -2727,13 +2963,17 @@
     "duration_ticks": 3,
     "expected_closed_at_tick": 48,
     "map_anchor": {
-      "category": "public_meetup_proxy",
-      "confidence": 0.45,
-      "lat": 37.2727762,
-      "lng": 127.041038,
-      "match_reason": "home_venue_public_proxy",
+      "type": "home_public_proxy_poi",
+      "lat": 37.272538,
+      "lng": 127.0392635,
       "region_id": "emd_maetan",
-      "type": "home_public_proxy_jitter"
+      "category": "public_meetup_proxy",
+      "confidence": 0.9,
+      "match_reason": "home_venue_public_poi_proxy",
+      "poi_id": "23291576",
+      "poi_name": "김아름피아노",
+      "poi_category": "lesson",
+      "address": "경기 수원시 영통구 권광로276번길 66-2"
     },
     "hotspot_signal": {
       "host_persona_type": "senior_active",
@@ -2796,13 +3036,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "cafe",
-        "confidence": 0.55,
-        "lat": 37.2951925,
-        "lng": 127.0279903,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2941454,
+        "lng": 127.0241667,
         "region_id": "emd_yeonmu",
-        "type": "region_public_jitter"
+        "category": "cafe",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "15919517",
+        "poi_name": "정현학원",
+        "poi_category": "lesson",
+        "address": "경기 수원시 장안구 월드컵로 441"
       },
       "origination_mode": "offer",
       "region_id": "emd_yeonmu",
@@ -2818,13 +3062,17 @@
     "duration_ticks": 2,
     "expected_closed_at_tick": 15,
     "map_anchor": {
-      "category": "cafe",
-      "confidence": 0.55,
-      "lat": 37.2951925,
-      "lng": 127.0279903,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2941454,
+      "lng": 127.0241667,
       "region_id": "emd_yeonmu",
-      "type": "region_public_jitter"
+      "category": "cafe",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "15919517",
+      "poi_name": "정현학원",
+      "poi_category": "lesson",
+      "address": "경기 수원시 장안구 월드컵로 441"
     },
     "hotspot_signal": {
       "host_persona_type": "spontaneous",
@@ -2889,13 +3137,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "public_meetup_proxy",
-        "confidence": 0.45,
-        "lat": 37.2683111,
-        "lng": 127.0315904,
-        "match_reason": "home_venue_public_proxy",
+        "type": "home_public_proxy_poi",
+        "lat": 37.2693101,
+        "lng": 127.0345627,
         "region_id": "emd_ingye",
-        "type": "home_public_proxy_jitter"
+        "category": "public_meetup_proxy",
+        "confidence": 0.9,
+        "match_reason": "home_venue_public_poi_proxy",
+        "poi_id": "324759673",
+        "poi_name": "키즈엔리딩 수원매여울",
+        "poi_category": "lesson",
+        "address": "경기 수원시 팔달구 권광로 243"
       },
       "origination_mode": "offer",
       "region_id": "emd_ingye",
@@ -2911,13 +3163,17 @@
     "duration_ticks": 2,
     "expected_closed_at_tick": 28,
     "map_anchor": {
-      "category": "public_meetup_proxy",
-      "confidence": 0.45,
-      "lat": 37.2683111,
-      "lng": 127.0315904,
-      "match_reason": "home_venue_public_proxy",
+      "type": "home_public_proxy_poi",
+      "lat": 37.2693101,
+      "lng": 127.0345627,
       "region_id": "emd_ingye",
-      "type": "home_public_proxy_jitter"
+      "category": "public_meetup_proxy",
+      "confidence": 0.9,
+      "match_reason": "home_venue_public_poi_proxy",
+      "poi_id": "324759673",
+      "poi_name": "키즈엔리딩 수원매여울",
+      "poi_category": "lesson",
+      "address": "경기 수원시 팔달구 권광로 243"
     },
     "hotspot_signal": {
       "host_persona_type": "night_social",
@@ -2981,13 +3237,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "cafe",
-        "confidence": 0.55,
-        "lat": 37.2585332,
-        "lng": 127.0701704,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2558787,
+        "lng": 127.0747065,
         "region_id": "emd_yeongtong",
-        "type": "region_public_jitter"
+        "category": "cafe",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "9874230",
+        "poi_name": "영통모던케이댄스실용음악학원",
+        "poi_category": "lesson",
+        "address": "경기 수원시 영통구 봉영로 1623"
       },
       "origination_mode": "offer",
       "region_id": "emd_yeongtong",
@@ -3003,13 +3263,17 @@
     "duration_ticks": 3,
     "expected_closed_at_tick": 46,
     "map_anchor": {
-      "category": "cafe",
-      "confidence": 0.55,
-      "lat": 37.2585332,
-      "lng": 127.0701704,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2558787,
+      "lng": 127.0747065,
       "region_id": "emd_yeongtong",
-      "type": "region_public_jitter"
+      "category": "cafe",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "9874230",
+      "poi_name": "영통모던케이댄스실용음악학원",
+      "poi_category": "lesson",
+      "address": "경기 수원시 영통구 봉영로 1623"
     },
     "hotspot_signal": {
       "host_persona_type": "freelancer_daytime",
@@ -3143,13 +3407,17 @@
       },
       "intent": "offer",
       "map_anchor": {
-        "category": "public_meetup_proxy",
-        "confidence": 0.45,
-        "lat": 37.2564236,
-        "lng": 127.0698553,
-        "match_reason": "home_venue_public_proxy",
+        "type": "home_public_proxy_poi",
+        "lat": 37.2519039,
+        "lng": 127.0752436,
         "region_id": "emd_yeongtong",
-        "type": "home_public_proxy_jitter"
+        "category": "public_meetup_proxy",
+        "confidence": 0.9,
+        "match_reason": "home_venue_public_poi_proxy",
+        "poi_id": "1503506661",
+        "poi_name": "수원점벤자민애견미용학원",
+        "poi_category": "lesson",
+        "address": "경기 수원시 영통구 청명남로28번길 2"
       },
       "origination_mode": "offer",
       "region_id": "emd_yeongtong",
@@ -3165,13 +3433,17 @@
     "duration_ticks": 2,
     "expected_closed_at_tick": 36,
     "map_anchor": {
-      "category": "public_meetup_proxy",
-      "confidence": 0.45,
-      "lat": 37.2564236,
-      "lng": 127.0698553,
-      "match_reason": "home_venue_public_proxy",
+      "type": "home_public_proxy_poi",
+      "lat": 37.2519039,
+      "lng": 127.0752436,
       "region_id": "emd_yeongtong",
-      "type": "home_public_proxy_jitter"
+      "category": "public_meetup_proxy",
+      "confidence": 0.9,
+      "match_reason": "home_venue_public_poi_proxy",
+      "poi_id": "1503506661",
+      "poi_name": "수원점벤자민애견미용학원",
+      "poi_category": "lesson",
+      "address": "경기 수원시 영통구 청명남로28번길 2"
     },
     "hotspot_signal": {
       "host_persona_type": "freelancer_daytime",
@@ -3232,13 +3504,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2716823,
-        "lng": 127.0397434,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2746541,
+        "lng": 127.0432628,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1059571154",
+        "poi_name": "레이디원필라테스",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 중부대로 252"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -3254,13 +3530,17 @@
     "duration_ticks": 3,
     "expected_closed_at_tick": 48,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2716823,
-      "lng": 127.0397434,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2746541,
+      "lng": 127.0432628,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "1059571154",
+      "poi_name": "레이디원필라테스",
+      "poi_category": "activity",
+      "address": "경기 수원시 영통구 중부대로 252"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -3318,13 +3598,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.269496,
-        "lng": 127.0393117,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2751775,
+        "lng": 127.0435495,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "684067773",
+        "poi_name": "헬스엔젤스 필라테스 수원평생교육원",
+        "poi_category": "activity",
+        "address": "경기 수원시 팔달구 중부대로 251"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -3340,13 +3624,17 @@
     "duration_ticks": 3,
     "expected_closed_at_tick": 50,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.269496,
-      "lng": 127.0393117,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2751775,
+      "lng": 127.0435495,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.9,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "684067773",
+      "poi_name": "헬스엔젤스 필라테스 수원평생교육원",
+      "poi_category": "activity",
+      "address": "경기 수원시 팔달구 중부대로 251"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -3404,13 +3692,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "park",
-        "confidence": 0.55,
-        "lat": 37.2702522,
-        "lng": 127.0416687,
-        "match_reason": "region_center_public_jitter",
+        "type": "poi_public_anchor",
+        "lat": 37.2743768,
+        "lng": 127.0371403,
         "region_id": "emd_maetan",
-        "type": "region_public_jitter"
+        "category": "park",
+        "confidence": 0.95,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "17560300",
+        "poi_name": "인계3호공원 입구광장",
+        "poi_category": "park",
+        "address": "경기 수원시 영통구 매탄동 162-7"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_maetan",
@@ -3426,13 +3718,17 @@
     "duration_ticks": 3,
     "expected_closed_at_tick": 40,
     "map_anchor": {
-      "category": "park",
-      "confidence": 0.55,
-      "lat": 37.2702522,
-      "lng": 127.0416687,
-      "match_reason": "region_center_public_jitter",
+      "type": "poi_public_anchor",
+      "lat": 37.2743768,
+      "lng": 127.0371403,
       "region_id": "emd_maetan",
-      "type": "region_public_jitter"
+      "category": "park",
+      "confidence": 0.95,
+      "match_reason": "lcb_poi_match",
+      "poi_id": "17560300",
+      "poi_name": "인계3호공원 입구광장",
+      "poi_category": "park",
+      "address": "경기 수원시 영통구 매탄동 162-7"
     },
     "hotspot_signal": {
       "host_persona_type": "weekend_explorer",
@@ -3575,13 +3871,17 @@
       },
       "intent": "request",
       "map_anchor": {
-        "category": "public_meetup_proxy",
-        "confidence": 0.45,
-        "lat": 37.2836561,
-        "lng": 126.9917807,
-        "match_reason": "home_venue_public_proxy",
+        "type": "home_public_proxy_poi",
+        "lat": 37.2833531,
+        "lng": 126.9834101,
         "region_id": "emd_hwaseo",
-        "type": "home_public_proxy_jitter"
+        "category": "public_meetup_proxy",
+        "confidence": 0.9,
+        "match_reason": "home_venue_public_poi_proxy",
+        "poi_id": "611116860",
+        "poi_name": "여기산공원 장애인게이트볼장",
+        "poi_category": "activity",
+        "address": "경기 수원시 권선구 수성로 88"
       },
       "origination_mode": "request_matched",
       "region_id": "emd_hwaseo",
@@ -3597,13 +3897,17 @@
     "duration_ticks": 6,
     "expected_closed_at_tick": 48,
     "map_anchor": {
-      "category": "public_meetup_proxy",
-      "confidence": 0.45,
-      "lat": 37.2836561,
-      "lng": 126.9917807,
-      "match_reason": "home_venue_public_proxy",
+      "type": "home_public_proxy_poi",
+      "lat": 37.2833531,
+      "lng": 126.9834101,
       "region_id": "emd_hwaseo",
-      "type": "home_public_proxy_jitter"
+      "category": "public_meetup_proxy",
+      "confidence": 0.9,
+      "match_reason": "home_venue_public_poi_proxy",
+      "poi_id": "611116860",
+      "poi_name": "여기산공원 장애인게이트볼장",
+      "poi_category": "activity",
+      "address": "경기 수원시 권선구 수성로 88"
     },
     "hotspot_signal": {
       "host_persona_type": "planner",
diff --git a/capstone-api/src/main/resources/simulation/demo_run_001.manifest.json b/capstone-api/src/main/resources/simulation/demo_run_001.manifest.json
index 3d11846..6aaafc1 100644
--- a/capstone-api/src/main/resources/simulation/demo_run_001.manifest.json
+++ b/capstone-api/src/main/resources/simulation/demo_run_001.manifest.json
@@ -1,4050 +1,4202 @@
 {
-    "run_id": "demo_run_001",
-    "dataset_version": "peer_v1",
-    "approved_spot_count": 60,
-    "filter_kind": "published_only",
-    "total_ticks": 176,
-    "tick_duration_ms_default": 1000,
-    "chunk_size_ticks": 24,
-    "agents": [
-        {
-            "agent_id": "A_10207",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "안민재",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_16461",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "김수아",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "공예",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_38522",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "한도현",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "등산",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_54294",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "권세연",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "등산",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_78632",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "오민서",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "공예",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_10942",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "이성민",
-            "emoji": "💼",
-            "home_region_id": "emd_yeongtong",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_25919",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "강태양",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_35362",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "안소정",
-            "emoji": "💼",
-            "home_region_id": "emd_yeongtong",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_63636",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "송지은",
-            "emoji": "💼",
-            "home_region_id": "emd_yeongtong",
-            "category": "음악",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_85082",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "신소연",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_14946",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "이재원",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_20480",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "장소연",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_34371",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "류나은",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_52553",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "황서연",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_79979",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "권민서",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_18855",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "안도윤",
-            "emoji": "📋",
-            "home_region_id": "emd_jangan",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_40692",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "송시우",
-            "emoji": "📋",
-            "home_region_id": "emd_jangan",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_55870",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "신영준",
-            "emoji": "🌙",
-            "home_region_id": "emd_ingye",
-            "category": "요리",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_72021",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "강수연",
-            "emoji": "🌙",
-            "home_region_id": "emd_ingye",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_84847",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "신하준",
-            "emoji": "🌙",
-            "home_region_id": "emd_ingye",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_22198",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "황지현",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_40005",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "권성준",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
-            "category": "음악",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_57823",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "최세연",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
-            "category": "등산",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_70012",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "장수민",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "공예",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_87833",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "신예준",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "음악",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_11498",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "오채린",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_14250",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "이진우",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "미술",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_14696",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "최소연",
-            "emoji": "💼",
-            "home_region_id": "emd_yeongtong",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_14888",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "조성준",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "미술",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_15771",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "윤다현",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "등산",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_17456",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "박혜진",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "미술",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_18130",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "신지유",
-            "emoji": "💼",
-            "home_region_id": "emd_yeongtong",
-            "category": "코딩",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_18729",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "최예린",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "요리",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_19034",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "황소연",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_19289",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "조지민",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_19508",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "김지유",
-            "emoji": "🌙",
-            "home_region_id": "emd_ingye",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_22015",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "서진우",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
-            "category": "음악",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_22704",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "김예은",
-            "emoji": "🌙",
-            "home_region_id": "emd_ingye",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_22793",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "최민혁",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_22987",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "황민재",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "미술",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_24334",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "이세연",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_24943",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "류윤서",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_26011",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "최혜원",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
-            "category": "음악",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_26389",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "오윤서",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "요리",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_27507",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "한서준",
-            "emoji": "📋",
-            "home_region_id": "emd_jangan",
-            "category": "미술",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_29073",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "류민준",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "등산",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_29116",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "전태양",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_30836",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "강지민",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_31012",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "안승현",
-            "emoji": "📋",
-            "home_region_id": "emd_jangan",
-            "category": "코딩",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_31465",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "류규민",
-            "emoji": "🌙",
-            "home_region_id": "emd_ingye",
-            "category": "요리",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_33496",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "서민준",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_33770",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "박하은",
-            "emoji": "💼",
-            "home_region_id": "emd_yeongtong",
-            "category": "음악",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_33819",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "류한나",
-            "emoji": "🌙",
-            "home_region_id": "emd_ingye",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_34966",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "박지현",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "공예",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_36188",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "권지민",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "공예",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_36467",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "윤민재",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "미술",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_38153",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "서수연",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_38657",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "전채원",
-            "emoji": "🌙",
-            "home_region_id": "emd_ingye",
-            "category": "공예",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_38830",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "서준혁",
-            "emoji": "💼",
-            "home_region_id": "emd_yeongtong",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_40982",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "전혜진",
-            "emoji": "🌙",
-            "home_region_id": "emd_ingye",
-            "category": "요리",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_41139",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "이지현",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_42208",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "황혜원",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_43303",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "안서연",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "미술",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_45054",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "임다현",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
-            "category": "미술",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_45200",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "장보미",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_45705",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "안유진",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "미술",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_46242",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "장서연",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_46302",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "박주원",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_46458",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "강민혁",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
-            "category": "등산",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_46822",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "임지현",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_47655",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "이재원",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "미술",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_47938",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "임서연",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
-            "category": "음악",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_48452",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "김동현",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
-            "category": "등산",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_49857",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "서성민",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "음악",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_50587",
-            "agent_role": "protagonist",
-            "archetype": "helper",
-            "name": "임지현",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
-            "category": "요리",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_50642",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "임민지",
-            "emoji": "📋",
-            "home_region_id": "emd_jangan",
-            "category": "코딩",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_50760",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "권지은",
-            "emoji": "📋",
-            "home_region_id": "emd_jangan",
-            "category": "미술",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_52567",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "서세연",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "등산",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_52964",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "윤혜진",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "공예",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_53583",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "김예은",
-            "emoji": "📋",
-            "home_region_id": "emd_jangan",
-            "category": "미술",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_54350",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "황소윤",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
-            "category": "미술",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_56627",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "임수연",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "공예",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_58311",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "안지우",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
-            "category": "운동",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_59857",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "조수아",
-            "emoji": "🌙",
-            "home_region_id": "emd_ingye",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_60493",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "송규민",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_62530",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "전아린",
-            "emoji": "💼",
-            "home_region_id": "emd_yeongtong",
-            "category": "음악",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_63845",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "전지호",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
-            "category": "운동",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_65460",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "서유나",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "공예",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_66980",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "윤도윤",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "공예",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_66981",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "조혜원",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "등산",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_67047",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "류지우",
-            "emoji": "💼",
-            "home_region_id": "emd_yeongtong",
-            "category": "코딩",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_68183",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "전한나",
-            "emoji": "📋",
-            "home_region_id": "emd_jangan",
-            "category": "미술",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_68926",
-            "agent_role": "protagonist",
-            "archetype": "explorer",
-            "name": "황예준",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "공예",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_69558",
-            "agent_role": "protagonist",
-            "archetype": "learner",
-            "name": "신지현",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "등산",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_69873",
-            "agent_role": "protagonist",
-            "archetype": "connector",
-            "name": "조보미",
-            "emoji": "📋",
-            "home_region_id": "emd_jangan",
-            "category": "미술",
-            "intent": "request"
-        },
-        {
-            "agent_id": "A_69974",
-            "agent_role": "protagonist",
-            "archetype": "creator",
-            "name": "서수연",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "공예",
-            "intent": "request"
-        },
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-            "name": "윤규민",
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-            "name": "조지민",
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-            "archetype": "helper",
-            "name": "임다은",
-            "emoji": "👨‍👩‍👧",
-            "home_region_id": "emd_hwaseo",
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-            "archetype": "explorer",
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-            "home_region_id": "emd_yeonmu",
-            "category": "공예",
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-            "agent_role": "background",
-            "archetype": "creator",
-            "name": "장건우",
-            "emoji": "💼",
-            "home_region_id": "emd_yeongtong",
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-            "archetype": "explorer",
-            "name": "임성민",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
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-            "archetype": "learner",
-            "name": "전재민",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
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-            "archetype": "explorer",
-            "name": "한태양",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
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-            "agent_id": "A_36934",
-            "agent_role": "background",
-            "archetype": "creator",
-            "name": "신지은",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "공예",
-            "intent": "offer"
-        },
-        {
-            "agent_id": "A_62034",
-            "agent_role": "background",
-            "archetype": "connector",
-            "name": "송민준",
-            "emoji": "📋",
-            "home_region_id": "emd_jangan",
-            "category": "공예",
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-            "archetype": "explorer",
-            "name": "임서준",
-            "emoji": "🏃",
-            "home_region_id": "emd_gwanggyo",
-            "category": "공예",
-            "intent": "offer"
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-            "agent_role": "background",
-            "archetype": "connector",
-            "name": "전준혁",
-            "emoji": "📋",
-            "home_region_id": "emd_jangan",
-            "category": "공예",
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-        {
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-            "archetype": "connector",
-            "name": "서소연",
-            "emoji": "📋",
-            "home_region_id": "emd_jangan",
-            "category": "공예",
-            "intent": "offer"
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-            "archetype": "creator",
-            "name": "강예은",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
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-            "archetype": "creator",
-            "name": "전민혁",
-            "emoji": "💼",
-            "home_region_id": "emd_yeongtong",
-            "category": "공예",
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-            "archetype": "learner",
-            "name": "조지원",
-            "emoji": "🎓",
-            "home_region_id": "emd_maetan",
-            "category": "공예",
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-            "name": "최예린",
-            "emoji": "🎲",
-            "home_region_id": "emd_yeonmu",
-            "category": "공예",
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-            "archetype": "connector",
-            "name": "류아린",
-            "emoji": "📋",
-            "home_region_id": "emd_jangan",
-            "category": "공예",
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-            "agent_role": "background",
-            "archetype": "creator",
-            "name": "김주원",
-            "emoji": "🏠",
-            "home_region_id": "emd_sinchon",
-            "category": "공예",
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-            "archetype": "helper",
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-            "emoji": "👨‍👩‍👧",
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-            "name": "정도윤",
-            "emoji": "🌙",
-            "home_region_id": "emd_ingye",
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-            "category": "공예",
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-            "category": "공예",
-            "intent": "offer",
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-            "category": "음악",
-            "intent": "offer",
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-            "intent": "offer",
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-    "loop_period_ticks": 176,
-    "projection_tail_ticks": 45,
-    "max_projected_tick": 220
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+  "dataset_version": "peer_v1",
+  "approved_spot_count": 60,
+  "filter_kind": "published_only",
+  "total_ticks": 176,
+  "tick_duration_ms_default": 1000,
+  "chunk_size_ticks": 24,
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+      "home_region_id": "emd_maetan",
+      "category": "공예",
+      "intent": "request"
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+      "emoji": "🎓",
+      "home_region_id": "emd_maetan",
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+      "intent": "offer"
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+      "name": "한도현",
+      "emoji": "🎓",
+      "home_region_id": "emd_maetan",
+      "category": "등산",
+      "intent": "request"
+    },
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+      "agent_role": "protagonist",
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+      "home_region_id": "emd_maetan",
+      "category": "등산",
+      "intent": "offer"
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+    {
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+      "agent_role": "protagonist",
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+      "emoji": "🎓",
+      "home_region_id": "emd_maetan",
+      "category": "공예",
+      "intent": "offer"
+    },
+    {
+      "agent_id": "A_10942",
+      "agent_role": "protagonist",
+      "archetype": "creator",
+      "name": "이성민",
+      "emoji": "💼",
+      "home_region_id": "emd_yeongtong",
+      "category": "요리",
+      "intent": "request"
+    },
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+      "agent_id": "A_25919",
+      "agent_role": "protagonist",
+      "archetype": "creator",
+      "name": "강태양",
+      "emoji": "🏠",
+      "home_region_id": "emd_sinchon",
+      "category": "공예",
+      "intent": "request"
+    },
+    {
+      "agent_id": "A_35362",
+      "agent_role": "protagonist",
+      "archetype": "creator",
+      "name": "안소정",
+      "emoji": "💼",
+      "home_region_id": "emd_yeongtong",
+      "category": "요리",
+      "intent": "request"
+    },
+    {
+      "agent_id": "A_63636",
+      "agent_role": "protagonist",
+      "archetype": "creator",
+      "name": "송지은",
+      "emoji": "💼",
+      "home_region_id": "emd_yeongtong",
+      "category": "음악",
+      "intent": "offer"
+    },
+    {
+      "agent_id": "A_85082",
+      "agent_role": "protagonist",
+      "archetype": "creator",
+      "name": "신소연",
+      "emoji": "🏠",
+      "home_region_id": "emd_sinchon",
+      "category": "공예",
+      "intent": "request"
+    },
+    {
+      "agent_id": "A_14946",
+      "agent_role": "protagonist",
+      "archetype": "helper",
+      "name": "이재원",
+      "emoji": "👨‍👩‍👧",
+      "home_region_id": "emd_hwaseo",
+      "category": "요리",
+      "intent": "request"
+    },
+    {
+      "agent_id": "A_20480",
+      "agent_role": "protagonist",
+      "archetype": "helper",
+      "name": "장소연",
+      "emoji": "👨‍👩‍👧",
+      "home_region_id": "emd_hwaseo",
+      "category": "공예",
+      "intent": "request"
+    },
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+      "agent_id": "A_52964",
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+      "emoji": "🏠",
+      "home_region_id": "emd_sinchon",
+      "category": "공예",
+      "intent": "offer"
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+      "agent_id": "A_53583",
+      "agent_role": "protagonist",
+      "archetype": "connector",
+      "name": "김예은",
+      "emoji": "📋",
+      "home_region_id": "emd_jangan",
+      "category": "미술",
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+      "emoji": "🏃",
+      "home_region_id": "emd_gwanggyo",
+      "category": "미술",
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+      "name": "임수연",
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+      "intent": "request"
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+      "name": "송규민",
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+      "home_region_id": "emd_yeonmu",
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+      "emoji": "🎓",
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+      "region_id": "emd_gwanggyo",
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+      "category": "공예",
+      "intent": "offer",
+      "title": "보드게임 모임 - 인계동",
+      "map_anchor": {
+        "type": "poi_public_anchor",
+        "lat": 37.2926126,
+        "lng": 127.0481417,
+        "region_id": "emd_gwanggyo",
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1146867454",
+        "poi_name": "리앤드필라테스",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 센트럴타운로 107"
+      }
+    },
+    {
+      "place_id": "S_0012",
+      "place_type": "spot",
+      "lat": 37.272696,
+      "lng": 127.0417161,
+      "region_id": "emd_maetan",
+      "label": "홈베이킹",
+      "category": "요리",
+      "intent": "offer",
+      "title": "홈베이킹 모임 - 신촌동 : 이프",
+      "map_anchor": {
+        "type": "poi_public_anchor",
+        "lat": 37.2693752,
+        "lng": 127.0471021,
+        "region_id": "emd_maetan",
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "2064982492",
+        "poi_name": "공원당구클럽",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 매영로 39"
+      }
+    },
+    {
+      "place_id": "S_0022",
+      "place_type": "spot",
+      "lat": 37.2829227,
+      "lng": 126.9934218,
+      "region_id": "emd_hwaseo",
+      "label": "원예",
+      "category": "공예",
+      "intent": "offer",
+      "title": "원예 모임 - 신촌동",
+      "map_anchor": {
+        "type": "home_public_proxy_poi",
+        "lat": 37.2820729,
+        "lng": 126.9947836,
+        "region_id": "emd_hwaseo",
+        "category": "public_meetup_proxy",
+        "confidence": 0.9,
+        "match_reason": "home_venue_public_poi_proxy",
+        "poi_id": "360424936",
+        "poi_name": "캘리그라피봄애",
+        "poi_category": "lesson",
+        "address": "경기 수원시 팔달구 동말로25번길 104"
+      }
+    },
+    {
+      "place_id": "S_0032",
+      "place_type": "spot",
+      "lat": 37.2719365,
+      "lng": 127.041358,
+      "region_id": "emd_maetan",
+      "label": "원예",
+      "category": "공예",
+      "intent": "offer",
+      "title": "원예 모임 - 매탄1동 : 메디",
+      "map_anchor": {
+        "type": "poi_public_anchor",
+        "lat": 37.2755463,
+        "lng": 127.042553,
+        "region_id": "emd_maetan",
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1943913967",
+        "poi_name": "필라테스 블랙 아주대점",
+        "poi_category": "activity",
+        "address": "경기 수원시 팔달구 중부대로 241"
+      }
+    },
+    {
+      "place_id": "S_0072",
+      "place_type": "spot",
+      "lat": 37.2854907,
+      "lng": 127.0152756,
+      "region_id": "emd_sinchon",
+      "label": "원예",
+      "category": "공예",
+      "intent": "offer",
+      "title": "원예 모임 - 신촌동 : 옥다방",
+      "map_anchor": {
+        "type": "home_public_proxy_poi",
+        "lat": 37.2842037,
+        "lng": 127.0165709,
+        "region_id": "emd_sinchon",
+        "category": "public_meetup_proxy",
+        "confidence": 1.0,
+        "match_reason": "home_venue_public_poi_proxy",
+        "poi_id": "1887332585",
+        "poi_name": "카페그루비",
+        "poi_category": "cafe",
+        "address": "경기 수원시 팔달구 정조로860번길 2-17"
+      }
+    },
+    {
+      "place_id": "S_0097",
+      "place_type": "spot",
+      "lat": 37.2719002,
+      "lng": 127.0402556,
+      "region_id": "emd_maetan",
+      "label": "영어 프리토킹",
+      "category": "음악",
+      "intent": "offer",
+      "title": "영어 프리토킹 모임 - 영통동 : 세븐데이즈",
+      "map_anchor": {
+        "type": "poi_public_anchor",
+        "lat": 37.268124,
+        "lng": 127.0463155,
+        "region_id": "emd_maetan",
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "17565305",
+        "poi_name": "매탄공원 농구장",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 매탄로 185"
+      }
+    },
+    {
+      "place_id": "S_0130",
+      "place_type": "spot",
+      "lat": 37.2729569,
+      "lng": 127.0402326,
+      "region_id": "emd_maetan",
+      "label": "스마트폰 사진",
+      "category": "미술",
+      "intent": "offer",
+      "title": "스마트폰 사진 모임 - 매탄1동",
+      "map_anchor": {
+        "type": "poi_public_anchor",
+        "lat": 37.2676346,
+        "lng": 127.0442983,
+        "region_id": "emd_maetan",
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "27583162",
+        "poi_name": "매탄공원 게이트볼장",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 매탄로 185"
+      }
+    },
+    {
+      "place_id": "S_0131",
+      "place_type": "spot",
+      "lat": 37.2709866,
+      "lng": 127.0389842,
+      "region_id": "emd_maetan",
+      "label": "스마트폰 사진",
+      "category": "미술",
+      "intent": "offer",
+      "title": "스마트폰 사진 모임 - 매탄1동",
+      "map_anchor": {
+        "type": "poi_public_anchor",
+        "lat": 37.2768716,
+        "lng": 127.0346924,
+        "region_id": "emd_maetan",
+        "category": "park",
+        "confidence": 0.95,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "17559109",
+        "poi_name": "인계3호공원 솟대",
+        "poi_category": "park",
+        "address": "경기 수원시 팔달구 인계동 174-1"
+      }
+    },
+    {
+      "place_id": "S_0132",
+      "place_type": "spot",
+      "lat": 37.2975468,
+      "lng": 127.0465977,
+      "region_id": "emd_gwanggyo",
+      "label": "스마트폰 사진",
+      "category": "미술",
+      "intent": "offer",
+      "title": "스마트폰 사진 모임 - 매탄1동",
+      "map_anchor": {
+        "type": "poi_public_anchor",
+        "lat": 37.2824036,
+        "lng": 127.0701556,
+        "region_id": "emd_gwanggyo",
+        "category": "cafe",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "543782244",
+        "poi_name": "광교복합체육센터",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 광교호수로 151"
+      }
+    },
+    {
+      "place_id": "S_0133",
+      "place_type": "spot",
+      "lat": 37.2724227,
+      "lng": 127.0395914,
+      "region_id": "emd_maetan",
+      "label": "스마트폰 사진",
+      "category": "미술",
+      "intent": "offer",
+      "title": "스마트폰 사진 모임 - 매탄1동",
+      "map_anchor": {
+        "type": "poi_public_anchor",
+        "lat": 37.2774757,
+        "lng": 127.0392841,
+        "region_id": "emd_maetan",
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1256789522",
+        "poi_name": "주필라테스",
+        "poi_category": "activity",
+        "address": "경기 수원시 팔달구 권광로348번길 24"
+      }
+    },
+    {
+      "place_id": "S_0135",
+      "place_type": "spot",
+      "lat": 37.2716679,
+      "lng": 127.0388226,
+      "region_id": "emd_maetan",
+      "label": "스마트폰 사진",
+      "category": "미술",
+      "intent": "offer",
+      "title": "스마트폰 사진 모임 - 매탄1동",
+      "map_anchor": {
+        "type": "poi_public_anchor",
+        "lat": 37.2682361,
+        "lng": 127.0453674,
+        "region_id": "emd_maetan",
+        "category": "park",
+        "confidence": 0.95,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "7862330",
+        "poi_name": "매탄공원",
+        "poi_category": "park",
+        "address": "경기 수원시 영통구 매탄로 185"
+      }
+    },
+    {
+      "place_id": "S_0136",
+      "place_type": "spot",
+      "lat": 37.2708873,
+      "lng": 127.0423476,
+      "region_id": "emd_maetan",
+      "label": "스마트폰 사진",
+      "category": "미술",
+      "intent": "offer",
+      "title": "스마트폰 사진 모임 - 매탄1동",
+      "map_anchor": {
+        "type": "poi_public_anchor",
+        "lat": 37.2745188,
+        "lng": 127.0435627,
+        "region_id": "emd_maetan",
+        "category": "park",
+        "confidence": 0.9,
+        "match_reason": "lcb_poi_match",
+        "poi_id": "1272196552",
+        "poi_name": "M필라테스 아주대점",
+        "poi_category": "activity",
+        "address": "경기 수원시 영통구 중부대로 254"
+      }
+    }
+  ],
+  "loop_period_ticks": 176,
+  "projection_tail_ticks": 81,
+  "max_projected_tick": 256
 }
diff --git a/capstone-domain/src/main/java/backend/simulation/entity/SimulationPlace.java b/capstone-domain/src/main/java/backend/simulation/entity/SimulationPlace.java
index a347eea..0373427 100644
--- a/capstone-domain/src/main/java/backend/simulation/entity/SimulationPlace.java
+++ b/capstone-domain/src/main/java/backend/simulation/entity/SimulationPlace.java
@@ -48,4 +48,7 @@ public class SimulationPlace {
 	private String intent;
 
 	private String title;
+
+	@Column(columnDefinition = "TEXT")
+	private String mapAnchorJson;
 }
diff --git a/capstone-domain/src/main/java/backend/simulation/repository/SimulationLifecycleEventRepository.java b/capstone-domain/src/main/java/backend/simulation/repository/SimulationLifecycleEventRepository.java
index 2a0b902..b6e4dc3 100644
--- a/capstone-domain/src/main/java/backend/simulation/repository/SimulationLifecycleEventRepository.java
+++ b/capstone-domain/src/main/java/backend/simulation/repository/SimulationLifecycleEventRepository.java
@@ -1,8 +1,11 @@
 package backend.simulation.repository;
 
 import java.util.List;
+import java.util.Optional;
 
 import org.springframework.data.jpa.repository.JpaRepository;
+import org.springframework.data.jpa.repository.Query;
+import org.springframework.data.repository.query.Param;
 
 import backend.simulation.entity.SimulationLifecycleEvent;
 
@@ -11,4 +14,7 @@ public interface SimulationLifecycleEventRepository extends JpaRepository<Simula
 	List<SimulationLifecycleEvent> findByRunIdAndTickGreaterThanEqualAndTickLessThanOrderByTickAsc(
 		String runId, int fromTick, int toTick
 	);
+
+	@Query("select max(e.tick) from SimulationLifecycleEvent e where e.runId = :runId")
+	Optional<Integer> findMaxTickByRunId(@Param("runId") String runId);
 }
diff --git a/capstone-domain/src/main/java/backend/simulation/repository/SimulationMovementRepository.java b/capstone-domain/src/main/java/backend/simulation/repository/SimulationMovementRepository.java
index 924caf5..3a96330 100644
--- a/capstone-domain/src/main/java/backend/simulation/repository/SimulationMovementRepository.java
+++ b/capstone-domain/src/main/java/backend/simulation/repository/SimulationMovementRepository.java
@@ -1,8 +1,11 @@
 package backend.simulation.repository;
 
 import java.util.List;
+import java.util.Optional;
 
 import org.springframework.data.jpa.repository.JpaRepository;
+import org.springframework.data.jpa.repository.Query;
+import org.springframework.data.repository.query.Param;
 
 import backend.simulation.entity.SimulationMovement;
 
@@ -11,4 +14,7 @@ public interface SimulationMovementRepository extends JpaRepository<SimulationMo
 	List<SimulationMovement> findByRunIdAndDepartTickGreaterThanEqualAndDepartTickLessThanOrderByDepartTickAscIdAsc(
 		String runId, int fromTick, int toTick
 	);
+
+	@Query("select max(m.arriveTick) from SimulationMovement m where m.runId = :runId")
+	Optional<Integer> findMaxArriveTickByRunId(@Param("runId") String runId);
 }
diff --git a/docs/migrations/2026-06-11_simulation_place_map_anchor.sql b/docs/migrations/2026-06-11_simulation_place_map_anchor.sql
new file mode 100644
index 0000000..4306bc7
--- /dev/null
+++ b/docs/migrations/2026-06-11_simulation_place_map_anchor.sql
@@ -0,0 +1,8 @@
+-- Simulation place map-anchor metadata for manifest responses.
+-- Safe to run repeatedly.
+
+ALTER TABLE simulation_place
+    ADD COLUMN IF NOT EXISTS map_anchor_json TEXT;
+
+-- Rollback:
+-- ALTER TABLE simulation_place DROP COLUMN IF EXISTS map_anchor_json;