diff --git a/cmd/server/coverage_test.go b/cmd/server/coverage_test.go
index 7c1e1df..40d5ce7 100644
--- a/cmd/server/coverage_test.go
+++ b/cmd/server/coverage_test.go
@@ -1,6 +1,7 @@
 package main
 
 import (
+	"bytes"
 	"database/sql"
 	"encoding/json"
 	"fmt"
@@ -4232,3 +4233,67 @@ func TestDistanceIncrementalUpdate(t *testing.T) {
 	t.Logf("Distance index: %d→%d hops, %d→%d paths (incremental)",
 		initialHops, len(store.distHops), initialPaths, len(store.distPaths))
 }
+
+func TestHandleBatchObservations(t *testing.T) {
+	_, router := setupNoStoreServer(t)
+
+	t.Run("empty hashes returns empty results", func(t *testing.T) {
+		body := strings.NewReader(`{"hashes":[]}`)
+		req := httptest.NewRequest("POST", "/api/packets/observations", body)
+		req.Header.Set("Content-Type", "application/json")
+		w := httptest.NewRecorder()
+		router.ServeHTTP(w, req)
+		if w.Code != 200 {
+			t.Fatalf("expected 200, got %d: %s", w.Code, w.Body.String())
+		}
+		var resp map[string]interface{}
+		json.Unmarshal(w.Body.Bytes(), &resp)
+		results, ok := resp["results"].(map[string]interface{})
+		if !ok || len(results) != 0 {
+			t.Fatalf("expected empty results map, got %v", resp)
+		}
+	})
+
+	t.Run("invalid JSON returns 400", func(t *testing.T) {
+		body := strings.NewReader(`not json`)
+		req := httptest.NewRequest("POST", "/api/packets/observations", body)
+		req.Header.Set("Content-Type", "application/json")
+		w := httptest.NewRecorder()
+		router.ServeHTTP(w, req)
+		if w.Code != 400 {
+			t.Fatalf("expected 400, got %d", w.Code)
+		}
+	})
+
+	t.Run("too many hashes returns 400", func(t *testing.T) {
+		hashes := make([]string, 201)
+		for i := range hashes {
+			hashes[i] = fmt.Sprintf("hash%d", i)
+		}
+		data, _ := json.Marshal(map[string][]string{"hashes": hashes})
+		req := httptest.NewRequest("POST", "/api/packets/observations", bytes.NewReader(data))
+		req.Header.Set("Content-Type", "application/json")
+		w := httptest.NewRecorder()
+		router.ServeHTTP(w, req)
+		if w.Code != 400 {
+			t.Fatalf("expected 400, got %d", w.Code)
+		}
+	})
+
+	t.Run("valid hashes with no store returns empty results", func(t *testing.T) {
+		body := strings.NewReader(`{"hashes":["abc123","def456"]}`)
+		req := httptest.NewRequest("POST", "/api/packets/observations", body)
+		req.Header.Set("Content-Type", "application/json")
+		w := httptest.NewRecorder()
+		router.ServeHTTP(w, req)
+		if w.Code != 200 {
+			t.Fatalf("expected 200, got %d: %s", w.Code, w.Body.String())
+		}
+		var resp map[string]interface{}
+		json.Unmarshal(w.Body.Bytes(), &resp)
+		_, ok := resp["results"].(map[string]interface{})
+		if !ok {
+			t.Fatalf("expected results map, got %v", resp)
+		}
+	})
+}
diff --git a/cmd/server/routes.go b/cmd/server/routes.go
index 199ef2b..f1e2186 100644
--- a/cmd/server/routes.go
+++ b/cmd/server/routes.go
@@ -118,6 +118,7 @@ func (s *Server) RegisterRoutes(r *mux.Router) {
 	r.Handle("/api/debug/affinity", s.requireAPIKey(http.HandlerFunc(s.handleDebugAffinity))).Methods("GET")
 
 	// Packet endpoints
+	r.HandleFunc("/api/packets/observations", s.handleBatchObservations).Methods("POST")
 	r.HandleFunc("/api/packets/timestamps", s.handlePacketTimestamps).Methods("GET")
 	r.HandleFunc("/api/packets/{id}", s.handlePacketDetail).Methods("GET")
 	r.HandleFunc("/api/packets", s.handlePackets).Methods("GET")
@@ -791,6 +792,38 @@ var muxBraceParam = regexp.MustCompile(`\{([^}]+)\}`)
 // perfHexFallback matches hex IDs for perf path normalization fallback.
 var perfHexFallback = regexp.MustCompile(`[0-9a-f]{8,}`)
 
+// handleBatchObservations returns observations for multiple hashes in a single request.
+// POST /api/packets/observations with JSON body: {"hashes": ["abc123", "def456", ...]}
+// Response: {"results": {"abc123": [...observations...], "def456": [...], ...}}
+// Limited to 200 hashes per request to prevent abuse.
+func (s *Server) handleBatchObservations(w http.ResponseWriter, r *http.Request) {
+	var body struct {
+		Hashes []string `json:"hashes"`
+	}
+	if err := json.NewDecoder(r.Body).Decode(&body); err != nil {
+		writeError(w, 400, "invalid JSON body")
+		return
+	}
+	const maxHashes = 200
+	if len(body.Hashes) > maxHashes {
+		writeError(w, 400, fmt.Sprintf("too many hashes (max %d)", maxHashes))
+		return
+	}
+	if len(body.Hashes) == 0 {
+		writeJSON(w, map[string]interface{}{"results": map[string]interface{}{}})
+		return
+	}
+
+	results := make(map[string][]ObservationResp, len(body.Hashes))
+	if s.store != nil {
+		for _, hash := range body.Hashes {
+			obs := s.store.GetObservationsForHash(hash)
+			results[hash] = mapSliceToObservations(obs)
+		}
+	}
+	writeJSON(w, map[string]interface{}{"results": results})
+}
+
 func (s *Server) handlePacketDetail(w http.ResponseWriter, r *http.Request) {
 	param := mux.Vars(r)["id"]
 	var packet map[string]interface{}
diff --git a/public/packets.js b/public/packets.js
index 0004e29..9df4e92 100644
--- a/public/packets.js
+++ b/public/packets.js
@@ -889,18 +889,30 @@
     obsSortSel.addEventListener('change', async function () {
       obsSortMode = this.value;
       localStorage.setItem('meshcore-obs-sort', obsSortMode);
-      // For non-observer sorts, fetch children for visible groups that don't have them yet
+      // For non-observer sorts, batch-fetch children for visible groups that don't have them yet
       if (obsSortMode !== SORT_OBSERVER && groupByHash) {
         const toFetch = packets.filter(p => p.hash && !p._children && (p.observation_count || 0) > 1);
-        await Promise.all(toFetch.map(async (p) => {
+        if (toFetch.length > 0) {
+          const hashes = toFetch.map(p => p.hash);
           try {
-            const data = await api(`/packets/${p.hash}`);
-            if (data?.packet && data.observations) {
-              p._children = data.observations.map(o => clearParsedCache({...data.packet, ...o, _isObservation: true}));
-              p._fetchedData = data;
+            const resp = await fetch('/api/packets/observations', {
+              method: 'POST',
+              headers: {'Content-Type': 'application/json'},
+              body: JSON.stringify({hashes})
+            });
+            if (resp.ok) {
+              const data = await resp.json();
+              const results = data.results || {};
+              for (const p of toFetch) {
+                const obs = results[p.hash];
+                if (obs && obs.length) {
+                  p._children = obs.map(o => clearParsedCache({...p, ...o, _isObservation: true}));
+                  p._fetchedData = {packet: p, observations: obs};
+                }
+              }
             }
           } catch {}
-        }));
+        }
       }
       // Re-sort all groups with children
       for (const p of packets) {