diff --git a/static/css/index.css b/static/css/index.css
index c615e2b..76558b7 100644
--- a/static/css/index.css
+++ b/static/css/index.css
@@ -3281,27 +3281,6 @@ header h1 .tagline {
     color: var(--accent-purple);
 }
 
-/* Bluetooth Device Type Overview */
-.bt-type-overview {
-    display: flex;
-    flex-direction: column;
-    gap: 6px;
-    font-size: 11px;
-}
-
-.bt-type-item {
-    display: flex;
-    align-items: center;
-    gap: 8px;
-    padding: 4px 8px;
-    background: rgba(0,0,0,0.2);
-    border-radius: 3px;
-}
-
-.bt-type-icon {
-    font-size: 14px;
-}
-
 /* Bluetooth Signal Distribution */
 .bt-signal-dist {
     display: flex;
diff --git a/static/js/modes/bluetooth.js b/static/js/modes/bluetooth.js
index 7771385..4457a8e 100644
--- a/static/js/modes/bluetooth.js
+++ b/static/js/modes/bluetooth.js
@@ -20,11 +20,6 @@ const BluetoothMode = (function() {
 
     // Stats tracking
     let deviceStats = {
-        phones: 0,
-        computers: 0,
-        audio: 0,
-        wearables: 0,
-        other: 0,
         strong: 0,
         medium: 0,
         weak: 0,
@@ -725,11 +720,6 @@ const BluetoothMode = (function() {
      */
     function updateStatsFromDevices() {
         // Reset counts
-        deviceStats.phones = 0;
-        deviceStats.computers = 0;
-        deviceStats.audio = 0;
-        deviceStats.wearables = 0;
-        deviceStats.other = 0;
         deviceStats.strong = 0;
         deviceStats.medium = 0;
         deviceStats.weak = 0;
@@ -742,51 +732,6 @@ const BluetoothMode = (function() {
             const rssi = d.rssi_current;
             const flags = d.heuristic_flags || [];
 
-            // Device type classification - more lenient matching
-            let classified = false;
-
-            // Phones
-            if (name.includes('iphone') || name.includes('phone') || name.includes('pixel') ||
-                name.includes('galaxy') || name.includes('android') || name.includes('samsung') ||
-                name.includes('oneplus') || name.includes('huawei') || name.includes('xiaomi')) {
-                deviceStats.phones++;
-                classified = true;
-            }
-            // Computers
-            else if (name.includes('macbook') || name.includes('laptop') || name.includes('pc') ||
-                     name.includes('computer') || name.includes('imac') || name.includes('mac mini') ||
-                     name.includes('thinkpad') || name.includes('surface') || name.includes('dell') ||
-                     name.includes('hp ') || name.includes('lenovo')) {
-                deviceStats.computers++;
-                classified = true;
-            }
-            // Audio devices
-            else if (name.includes('airpod') || name.includes('headphone') || name.includes('speaker') ||
-                     name.includes('buds') || name.includes('audio') || name.includes('beats') ||
-                     name.includes('bose') || name.includes('sony wh') || name.includes('sony wf') ||
-                     name.includes('jbl') || name.includes('soundbar') || name.includes('earbuds') ||
-                     name.includes('jabra') || name.includes('soundcore')) {
-                deviceStats.audio++;
-                classified = true;
-            }
-            // Wearables
-            else if (name.includes('watch') || name.includes('band') || name.includes('fitbit') ||
-                     name.includes('garmin') || name.includes('whoop') || name.includes('oura') ||
-                     name.includes('mi band') || name.includes('amazfit')) {
-                deviceStats.wearables++;
-                classified = true;
-            }
-
-            // If not classified by name, try manufacturer
-            if (!classified) {
-                if (mfr.includes('apple')) {
-                    // Could be various Apple devices - count as other
-                    deviceStats.other++;
-                } else {
-                    deviceStats.other++;
-                }
-            }
-
             // Signal strength classification
             if (rssi != null) {
                 if (rssi >= -50) deviceStats.strong++;
@@ -822,19 +767,6 @@ const BluetoothMode = (function() {
      * Update visualization panels
      */
     function updateVisualizationPanels() {
-        // Device Types
-        const phoneCount = document.getElementById('btPhoneCount');
-        const computerCount = document.getElementById('btComputerCount');
-        const audioCount = document.getElementById('btAudioCount');
-        const wearableCount = document.getElementById('btWearableCount');
-        const otherCount = document.getElementById('btOtherCount');
-
-        if (phoneCount) phoneCount.textContent = deviceStats.phones;
-        if (computerCount) computerCount.textContent = deviceStats.computers;
-        if (audioCount) audioCount.textContent = deviceStats.audio;
-        if (wearableCount) wearableCount.textContent = deviceStats.wearables;
-        if (otherCount) otherCount.textContent = deviceStats.other;
-
         // Signal Distribution
         const total = devices.size || 1;
         const strongBar = document.getElementById('btSignalStrong');
diff --git a/templates/index.html b/templates/index.html
index 62335b6..66a99a9 100644
--- a/templates/index.html
+++ b/templates/index.html
@@ -732,16 +732,6 @@
                                 </div>
                             </div>
                         </div>
-                        <div class="wifi-visual-panel">
-                            <h5>Device Types</h5>
-                            <div class="bt-type-overview" id="btTypeOverview">
-                                <div class="bt-type-item">Phones: <strong id="btPhoneCount">0</strong></div>
-                                <div class="bt-type-item">Computers: <strong id="btComputerCount">0</strong></div>
-                                <div class="bt-type-item">Audio: <strong id="btAudioCount">0</strong></div>
-                                <div class="bt-type-item">Wearables: <strong id="btWearableCount">0</strong></div>
-                                <div class="bt-type-item">Other: <strong id="btOtherCount">0</strong></div>
-                            </div>
-                        </div>
                         <!-- Row 2: Tracker Detection + Signal Analysis -->
                         <div class="wifi-visual-panel">
                             <h5>Tracker Detection</h5>