diff --git a/packages/dashboard/index.html b/packages/dashboard/index.html
index 7ca58b4..4e7c8db 100644
--- a/packages/dashboard/index.html
+++ b/packages/dashboard/index.html
@@ -1211,13 +1211,14 @@
         </select>
         <button onclick="runFinder()" style="background:var(--accent);color:white;border:none;padding:10px 20px;border-radius:8px;cursor:pointer;font-weight:600;font-size:0.9rem">Find Transceivers</button>
       </div>
-      <!-- Quick examples -->
+      <!-- Quick examples (use actual seeded models) -->
       <div style="margin-top:0.5rem;display:flex;gap:0.4rem;flex-wrap:wrap">
         <span style="font-size:0.7rem;color:var(--text-dim)">Quick:</span>
-        <button onclick="finderQuick('N9K-C93180YC-FX3')" class="b b-dim" style="font-size:0.7rem;padding:2px 8px;border-radius:4px">Nexus 93180YC-FX3</button>
-        <button onclick="finderQuick('N9K-C9332D-GX2B')" class="b b-dim" style="font-size:0.7rem;padding:2px 8px;border-radius:4px">Nexus 9332D-GX2B</button>
-        <button onclick="finderQuick('7280R3A-48D5')" class="b b-dim" style="font-size:0.7rem;padding:2px 8px;border-radius:4px">Arista 7280R3A</button>
-        <button onclick="finderQuick('QFX5120-48Y')" class="b b-dim" style="font-size:0.7rem;padding:2px 8px;border-radius:4px">Juniper QFX5120</button>
+        <button onclick="finderQuick('N9K-C9364C')" class="b b-dim" style="font-size:0.7rem;padding:2px 8px;border-radius:4px">Cisco Nexus 9364C</button>
+        <button onclick="finderQuick('N9K-C93600CD-GX')" class="b b-dim" style="font-size:0.7rem;padding:2px 8px;border-radius:4px">Nexus 93600CD-GX</button>
+        <button onclick="finderQuick('7060CX2-32S')" class="b b-dim" style="font-size:0.7rem;padding:2px 8px;border-radius:4px">Arista 7060CX2</button>
+        <button onclick="finderQuick('QFX5130-32CD')" class="b b-dim" style="font-size:0.7rem;padding:2px 8px;border-radius:4px">Juniper QFX5130</button>
+        <button onclick="finderQuick('SN5600')" class="b b-dim" style="font-size:0.7rem;padding:2px 8px;border-radius:4px">NVIDIA SN5600</button>
       </div>
     </div>