diff --git a/lib/data/demo.js b/lib/data/demo.js
index f54cb27..ef87b81 100644
--- a/lib/data/demo.js
+++ b/lib/data/demo.js
@@ -102,8 +102,9 @@ const DEMO_CARDS = {
 
   "umbreon ex sar 217/187": {
     query: "Umbreon ex SAR 217/187 sv8a Terastal Festival ex",
-    source: "ebay",
+    source: "multi",
     listingFormat: "raw",
+    listingDescription: "eBay + magi.camp + Yahoo Auctions — raw (¥157/USD)",
     lang: "jp",
     activeByCountry: {
       US: [
@@ -159,6 +160,24 @@ const DEMO_CARDS = {
           ],
           grade: { overall: 7.5, centering: 8.0, corners: 8.0, edges: 8.5, surface: 7.5, confidence: 0.68, mode: "llm-detailed", notes: "Grade limiter: surface — Visible scratch near bottom-right of artwork.", limitations: "", subgradeDetails: { centering: { score: 8.0, confidence: 0.70, detail: "Centering acceptable ~56/44 front. Back appears slightly off." }, corners: { score: 8.0, confidence: 0.65, detail: "Corner whitening on back top-left. Other corners appear clean." }, edges: { score: 8.5, confidence: 0.68, detail: "Edges mostly clean with minor wear visible on right edge." }, surface: { score: 7.5, confidence: 0.72, detail: "Visible scratch near bottom-right of artwork. Photo compression may exaggerate but defect is clear." } } },
         },
+        {
+          itemId: "magi-umb-001", itemWebUrl: "https://magi.camp/item/umb-sar-217187-001",
+          title: "ブラッキーex SAR 217/187 テラスタルフェスティバル ex sv8a 1枚",
+          price: 348.73, priceCurrency: "USD", priceJPY: 54800, shippingLabel: "—", totalCost: 348.73, detectedCondition: "NM",
+          imageUrl: "https://i.ebayimg.com/images/g/XYkAAeSw8fBp9JS-/s-l500.jpg",
+        },
+        {
+          itemId: "magi-umb-002", itemWebUrl: "https://magi.camp/item/umb-sar-217187-002",
+          title: "〔状態A-〕ブラッキーex【SAR】{217/187} テラスタルフェスティバル 1枚",
+          price: 362.42, priceCurrency: "USD", priceJPY: 56950, shippingLabel: "—", totalCost: 362.42, detectedCondition: "NM",
+          imageUrl: "https://i.ebayimg.com/images/g/FTcAAeSwiLRpgfeC/s-l500.jpg",
+        },
+        {
+          itemId: "yahoo-umb-001", itemWebUrl: "https://page.auctions.yahoo.co.jp/jp/auction/umb217187001",
+          title: "ブラッキーex SAR 217/187 sv8a テラスタルフェスティバルex ポケモンカード 美品",
+          price: 370.06, priceCurrency: "USD", priceJPY: 58150, shippingLabel: "—", totalCost: 370.06, detectedCondition: "NM",
+          imageUrl: "https://i.ebayimg.com/images/g/dvIAAeSwCB9p3n5z/s-l500.jpg",
+        },
       ],
     },
     sold: [
@@ -169,7 +188,7 @@ const DEMO_CARDS = {
     ],
     soldSource: "scrape",
     psaSignal: { certNumber: null, totalPop: 3420, pop10: 1890, pop9: 1105, difficulty: "easy", gem10Pct: 55.3, grade10Chance: "high", avgDaysToGrade: 30, tier: "Regular", estCost: "$50", tierReason: "PSA 10 comps at $750+, above the $499 Value cap. Submitting at Value risks an upcharge to Regular anyway." },
-    counts: { activeTotal: 5, sold: 4 },
+    counts: { activeTotal: 8, sold: 4 },
   },
 
   "pikachu ex sar 234/193 psa 10": {
diff --git a/public/app.js b/public/app.js
index 161f048..1bd75f3 100644
--- a/public/app.js
+++ b/public/app.js
@@ -287,11 +287,12 @@ function renderList(container, items) {
 
     const outlierHtml = item._priceOutlier ? '<span class="price-outlier">Price outlier</span>' : "";
 
+    const hasMultiplePhotos = item.additionalImages?.length > 0;
     const gradeChip = item.grade && !item.grade.error
       ? `<span class="grade-chip" style="color: ${gradeColor(item.grade.overall)}">${item.grade.overall.toFixed(1)}</span>`
       : item.listingGradeLabel
         ? `<span class="slab-chip">${esc(item.listingGradeLabel)}</span>`
-        : "";
+        : `<span class="no-grade-chip" title="${hasMultiplePhotos ? "Not graded" : "Single photo"}">—</span>`;
     const srcTag = sourceTag(item.itemWebUrl);
 
     return `
@@ -411,6 +412,7 @@ function selectItem(itemId) {
       ${gradeHtml}
     </div>
     <div class="detail-tab-panel${defaultTab === "prices" ? "" : " hidden"}" data-dtpanel="prices">
+      ${!hasGrade && !slabLabel ? `<div class="no-grade-note">${images.length <= 1 ? "AI grading unavailable — single photo" : "AI grading unavailable"}</div>` : ""}
       ${slabLabel ? renderPsaInline(currentPsaSignal) : ""}
       <div id="grading-roi" class="grading-roi hidden"></div>
       <div id="arbitrage-container" class="arbitrage-container hidden"></div>
diff --git a/public/style.css b/public/style.css
index 430dbc0..a872551 100644
--- a/public/style.css
+++ b/public/style.css
@@ -961,6 +961,28 @@ main {
   letter-spacing: 0.03em;
   margin-left: auto;
 }
+.no-grade-chip {
+  font-family: 'Space Grotesk', system-ui, sans-serif;
+  font-size: 12px;
+  font-weight: 500;
+  color: var(--muted);
+  opacity: 0.5;
+  cursor: help;
+}
+.no-grade-note {
+  font-family: 'JetBrains Mono', monospace;
+  font-size: 10px;
+  text-transform: uppercase;
+  letter-spacing: 0.06em;
+  color: var(--muted);
+  background: var(--inset);
+  border: 1px solid var(--border);
+  border-radius: 6px;
+  padding: 8px 12px;
+  margin-bottom: 14px;
+  text-align: center;
+  opacity: 0.7;
+}
 .slab-chip {
   font-family: 'Space Grotesk', system-ui, sans-serif;
   font-size: 11px;