diff --git a/src/client/src/routes/+page.svelte b/src/client/src/routes/+page.svelte
index dec6c13..9b0084e 100644
--- a/src/client/src/routes/+page.svelte
+++ b/src/client/src/routes/+page.svelte
@@ -183,11 +183,15 @@
                       : selectedStoreIds.has(store.id)
                         ? 'text-text-primary'
                         : 'text-text-tertiary'}">{store.name}</span>
-                  {#if isBroken}
-                    <span class="text-2xs text-red-400/50">failing</span>
-                  {:else if store.last_scrape_ok === null}
-                    <span class="text-2xs text-text-tertiary/50">untested</span>
-                  {/if}
+                  <span class="ml-auto text-2xs {isBroken ? 'text-red-400/50' : 'text-text-tertiary/40'}">
+                    {#if isBroken}
+                      failing
+                    {:else if store.last_scrape_ok === null}
+                      untested
+                    {:else if store.avg_duration_ms}
+                      ~{store.avg_duration_ms}ms
+                    {/if}
+                  </span>
                 </button>
               {/each}
             </div>
diff --git a/src/client/src/routes/results/+page.svelte b/src/client/src/routes/results/+page.svelte
index 134f33a..fe8ef6d 100644
--- a/src/client/src/routes/results/+page.svelte
+++ b/src/client/src/routes/results/+page.svelte
@@ -123,6 +123,37 @@
     excludedStores = next;
   }
 
+  function retryStore(storeId, storeName) {
+    // Mark store as searching again
+    storeProgress = storeProgress.map((s) =>
+      s.id === storeId ? { ...s, status: 'searching', error: null, resultCount: 0, duration: 0 } : s
+    );
+
+    // Remove old results from this store
+    results = results.filter((r) => r.storeId !== storeId);
+
+    // Re-search just this store
+    searchProductsStream(query, { stores: String(storeId) }, (event) => {
+      switch (event.type) {
+        case 'store_complete':
+          results = [...results, ...event.results];
+          storeProgress = storeProgress.map((s) =>
+            s.id === event.storeId
+              ? { ...s, status: 'done', resultCount: event.resultCount, duration: event.duration }
+              : s
+          );
+          break;
+        case 'store_error':
+          storeProgress = storeProgress.map((s) =>
+            s.id === event.storeId
+              ? { ...s, status: 'error', error: event.error, duration: event.duration }
+              : s
+          );
+          break;
+      }
+    });
+  }
+
   let shareMessage = $state('');
 
   async function handleShare() {
@@ -221,14 +252,17 @@
       </div>
       <div class="flex flex-wrap gap-2">
         {#each storeProgress as store}
-          <div class="flex items-center gap-2 text-xs px-3 py-1.5 rounded-lg border transition-all duration-300
+          <button
+            onclick={() => store.status !== 'searching' && retryStore(store.id, store.name)}
+            disabled={store.status === 'searching'}
+            title={store.status === 'searching' ? 'Searching...' : store.status === 'error' ? `Click to retry — ${store.error}` : `Click to refresh ${store.name}`}
+            class="flex items-center gap-2 text-xs px-3 py-1.5 rounded-lg border transition-all duration-300
             {store.status === 'searching'
               ? 'bg-surface-raised border-surface-border text-text-secondary'
               : store.status === 'done'
-                ? 'bg-emerald-500/10 border-emerald-500/20 text-emerald-400'
-                : 'bg-red-500/10 border-red-500/20 text-red-400'}">
+                ? 'bg-emerald-500/10 border-emerald-500/20 text-emerald-400 hover:bg-emerald-500/20 cursor-pointer'
+                : 'bg-red-500/10 border-red-500/20 text-red-400 hover:bg-red-500/20 cursor-pointer'}">
 
-            <!-- Status indicator -->
             {#if store.status === 'searching'}
               <svg class="w-3.5 h-3.5 animate-spin text-accent-text" fill="none" viewBox="0 0 24 24">
                 <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4"></circle>
@@ -254,9 +288,9 @@
               <span>{store.resultCount} products</span>
               <span class="text-emerald-600">{store.duration}ms</span>
             {:else}
-              <span class="truncate max-w-[150px]" title={store.error}>{store.error}</span>
+              <span class="truncate max-w-[150px]">{store.error}</span>
             {/if}
-          </div>
+          </button>
         {/each}
       </div>
     </div>
diff --git a/src/server/models/store.ts b/src/server/models/store.ts
index 25025a9..84b235a 100644
--- a/src/server/models/store.ts
+++ b/src/server/models/store.ts
@@ -63,7 +63,8 @@ function slugify(text: string): string {
 
 export function getAllStores(): StoreWithCategory[] {
   return queryAll(`
-    SELECT s.*, c.name as category_name, c.color as category_color
+    SELECT s.*, c.name as category_name, c.color as category_color,
+      (SELECT ROUND(AVG(duration_ms)) FROM scrape_logs WHERE store_id = s.id AND success = 1) as avg_duration_ms
     FROM stores s
     LEFT JOIN categories c ON s.category_id = c.id
     ORDER BY s.name