diff --git a/api/setup/analyzeMenuUrl.php b/api/setup/analyzeMenuUrl.php
index d60ecb0..0f7c391 100644
--- a/api/setup/analyzeMenuUrl.php
+++ b/api/setup/analyzeMenuUrl.php
@@ -292,31 +292,6 @@ JSEOF;
         }
         $siteName = $bizInfo['name'] ?? '';
 
-        // 3. Extract header image from og:image or JSON-LD image
-        $headerImageUrl = '';
-        // Try og:image meta tag first (most common for restaurants)
-        if (preg_match('#<meta\s+(?:property|name)=["\']og:image["\']\s+content=["\']([^"\']+)["\']#i', $html, $ogm)) {
-            $headerImageUrl = trim($ogm[1]);
-        } elseif (preg_match('#<meta\s+content=["\']([^"\']+)["\']\s+(?:property|name)=["\']og:image["\']#i', $html, $ogm)) {
-            $headerImageUrl = trim($ogm[1]);
-        }
-        // Fallback: JSON-LD image field
-        if (empty($headerImageUrl) && preg_match_all('#<script[^>]*type=["\']application/ld\+json["\'][^>]*>([^<]+)</script>#i', $html, $ldImgMatches)) {
-            foreach ($ldImgMatches[1] as $ldJson) {
-                $ld = json_decode($ldJson, true);
-                if (!is_array($ld)) continue;
-                $entries = isset($ld['@graph']) ? $ld['@graph'] : [$ld];
-                foreach ($entries as $entry) {
-                    if (!empty($entry['image'])) {
-                        $img = $entry['image'];
-                        if (is_string($img)) { $headerImageUrl = $img; break 2; }
-                        if (is_array($img) && !empty($img['url'])) { $headerImageUrl = $img['url']; break 2; }
-                        if (is_array($img) && isset($img[0])) { $headerImageUrl = is_string($img[0]) ? $img[0] : ($img[0]['url'] ?? ''); break 2; }
-                    }
-                }
-            }
-        }
-
         // Parse address into components if only full string
         if (!empty($bizInfo['address']) && empty($bizInfo['addressLine1'])) {
             $addr = $bizInfo['address'];
@@ -468,7 +443,6 @@ JSEOF;
             'platformPages' => $platformPages,
             'hasPlatform' => $hasPlatform,
             'totalPagesFound' => count($menuPages),
-            'headerImageUrl' => $headerImageUrl,
         ]);
     }