diff --git a/client/src/pages/CheckupPage.css b/client/src/pages/CheckupPage.css
index 26974c1..46f40a2 100644
--- a/client/src/pages/CheckupPage.css
+++ b/client/src/pages/CheckupPage.css
@@ -187,6 +187,91 @@
   color: #9ec5e8;
 }
 
+.checkup-thumb-search {
+  border-color: rgba(232, 160, 64, 0.35);
+}
+
+.checkup-thumb-loading {
+  color: rgba(201, 169, 110, 0.55);
+  font-size: 11px;
+}
+
+.checkup-thumb-badge-search {
+  border-color: rgba(232, 160, 64, 0.45);
+  color: #e8a040;
+  max-width: calc(100% - 12px);
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.checkup-retry-btn {
+  margin-top: 6px;
+  padding: 4px 8px;
+  border: 1px solid rgba(201, 169, 110, 0.35);
+  border-radius: 4px;
+  background: transparent;
+  color: #c9a96e;
+  font-size: 10px;
+  cursor: pointer;
+}
+
+.checkup-retry-btn:hover {
+  border-color: #c9a96e;
+  color: #e8d5b5;
+}
+
+.checkup-fix-cell-wrap {
+  width: 120px;
+}
+
+.checkup-fix-cell {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+  align-items: flex-start;
+}
+
+.checkup-fix-btn {
+  padding: 8px 12px;
+  border: 1px solid #e8a040;
+  border-radius: 6px;
+  background: rgba(232, 160, 64, 0.15);
+  color: #e8a040;
+  font-size: 12px;
+  font-weight: 600;
+  cursor: pointer;
+  white-space: nowrap;
+}
+
+.checkup-fix-btn:hover:not(:disabled) {
+  background: rgba(232, 160, 64, 0.28);
+}
+
+.checkup-fix-btn:disabled {
+  opacity: 0.45;
+  cursor: not-allowed;
+  border-color: rgba(201, 169, 110, 0.25);
+  color: rgba(201, 169, 110, 0.45);
+  background: transparent;
+}
+
+.checkup-fix-error {
+  margin: 0;
+  font-size: 10px;
+  color: #ff8a80;
+  line-height: 1.3;
+  max-width: 110px;
+}
+
+.checkup-fix-hint {
+  margin: 0;
+  font-size: 10px;
+  color: rgba(201, 169, 110, 0.55);
+  line-height: 1.3;
+  max-width: 110px;
+}
+
 .checkup-table tbody tr:hover {
   background: rgba(201, 169, 110, 0.06);
 }
diff --git a/client/src/pages/CheckupPage.tsx b/client/src/pages/CheckupPage.tsx
index ebb8182..8d1e2db 100644
--- a/client/src/pages/CheckupPage.tsx
+++ b/client/src/pages/CheckupPage.tsx
@@ -1,5 +1,10 @@
-import { useEffect, useMemo, useState } from 'react';
-import { api, type PaintingCheckupRow } from '../api/client';
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
+import {
+  api,
+  debugImageProxyUrl,
+  type DebugImageSearchResult,
+  type PaintingCheckupRow,
+} from '../api/client';
 import './CheckupPage.css';
 
 interface Props {
@@ -7,27 +12,43 @@ interface Props {
   onOpenPainting?: (paintingId: number) => void;
 }
 
-function previewSrc(row: PaintingCheckupRow, kind: 'gallery' | 'detail'): string | null {
+type RowSearchState =
+  | { status: 'idle' }
+  | { status: 'loading' }
+  | { status: 'done'; result: DebugImageSearchResult }
+  | { status: 'error' };
+
+const SEARCH_CONCURRENCY = 3;
+const FILTER_SEARCH_DEBOUNCE_MS = 350;
+
+function previewSrc(
+  row: PaintingCheckupRow,
+  kind: 'gallery' | 'detail',
+  version: number
+): string | null {
+  const bust = version > 0 ? `?v=${version}` : '';
   if (kind === 'gallery') {
     const file = row.gallery_preview ?? row.gallery_file;
-    return file ? `/images/${file}` : null;
+    return file ? `/images/${file}${bust}` : null;
   }
   if (row.detail_on_demand) {
-    return `/api/paintings/${row.id}/image?size=thumb`;
+    return `/api/paintings/${row.id}/image?size=thumb${version > 0 ? `&v=${version}` : ''}`;
   }
   const file = row.detail_preview ?? row.detail_file;
-  return file ? `/images/${file}` : null;
+  return file ? `/images/${file}${bust}` : null;
 }
 
 function ImagePreviewCell({
   row,
   kind,
+  imageVersion,
 }: {
   row: PaintingCheckupRow;
   kind: 'gallery' | 'detail';
+  imageVersion: number;
 }) {
   const path = kind === 'gallery' ? row.gallery_file : row.detail_file;
-  const src = previewSrc(row, kind);
+  const src = previewSrc(row, kind, imageVersion);
   const exists =
     kind === 'gallery' ? row.gallery_file_exists : row.detail_file_exists;
   const missing = path && exists === false;
@@ -63,11 +84,123 @@ function ImagePreviewCell({
   );
 }
 
+function SearchPreviewCell({
+  searchState,
+  onRetry,
+}: {
+  searchState: RowSearchState;
+  onRetry: () => void;
+}) {
+  if (searchState.status === 'loading' || searchState.status === 'idle') {
+    return (
+      <div className="checkup-thumb checkup-thumb-search checkup-thumb-loading">
+        <span>{searchState.status === 'loading' ? 'Searching…' : 'Queued…'}</span>
+      </div>
+    );
+  }
+
+  if (searchState.status === 'error') {
+    return (
+      <div className="checkup-thumb checkup-thumb-search checkup-thumb-empty">
+        <span>Search failed</span>
+        <button type="button" className="checkup-retry-btn" onClick={onRetry}>
+          Retry
+        </button>
+      </div>
+    );
+  }
+
+  const { result } = searchState;
+  if (!result.imageUrl) {
+    return (
+      <div className="checkup-thumb checkup-thumb-search checkup-thumb-empty">
+        <span>No result</span>
+        <small title={result.query}>{result.sourceLabel ?? result.source}</small>
+      </div>
+    );
+  }
+
+  return (
+    <div className="checkup-thumb checkup-thumb-search" title={result.query}>
+      <img
+        src={debugImageProxyUrl(result.imageUrl)}
+        alt={`Search: ${result.query}`}
+        loading="lazy"
+        decoding="async"
+        onError={(e) => {
+          (e.target as HTMLImageElement).src = '/placeholder-art.svg';
+        }}
+      />
+      <span className="checkup-thumb-badge checkup-thumb-badge-search">
+        {result.sourceLabel ?? 'Search'}
+      </span>
+    </div>
+  );
+}
+
+function FixCell({
+  searchState,
+  fixing,
+  fixError,
+  onFix,
+}: {
+  searchState: RowSearchState;
+  fixing: boolean;
+  fixError: string | null;
+  onFix: () => void;
+}) {
+  const canFix =
+    searchState.status === 'done' && !!searchState.result.imageUrl && !fixing;
+
+  return (
+    <div className="checkup-fix-cell">
+      <button
+        type="button"
+        className="checkup-fix-btn"
+        onClick={onFix}
+        disabled={!canFix}
+        title={
+          searchState.status === 'done' && searchState.result.imageUrl
+            ? 'Replace gallery and detail images with search result'
+            : 'Wait for search result'
+        }
+      >
+        {fixing ? 'Replacing…' : 'Fix it'}
+      </button>
+      {fixError && <p className="checkup-fix-error">{fixError}</p>}
+      {(searchState.status === 'loading' || searchState.status === 'idle') && (
+        <p className="checkup-fix-hint">Waiting for search…</p>
+      )}
+      {searchState.status === 'done' && !searchState.result.imageUrl && (
+        <p className="checkup-fix-hint">No image to apply</p>
+      )}
+    </div>
+  );
+}
+
+function needsSearch(state: RowSearchState | undefined): boolean {
+  return !state || state.status === 'idle' || state.status === 'error';
+}
+
 export default function CheckupPage({ onBack, onOpenPainting }: Props) {
   const [rows, setRows] = useState<PaintingCheckupRow[]>([]);
   const [loading, setLoading] = useState(true);
   const [error, setError] = useState<string | null>(null);
   const [filter, setFilter] = useState('');
+  const [searchById, setSearchById] = useState<Record<number, RowSearchState>>({});
+  const [imageVersionById, setImageVersionById] = useState<Record<number, number>>({});
+  const [fixingId, setFixingId] = useState<number | null>(null);
+  const [fixErrorById, setFixErrorById] = useState<Record<number, string>>({});
+  const [queuePending, setQueuePending] = useState(0);
+
+  const searchByIdRef = useRef(searchById);
+  const queueRef = useRef<number[]>([]);
+  const activeRef = useRef(0);
+  const queuedSetRef = useRef(new Set<number>());
+
+  useEffect(() => {
+    searchByIdRef.current = searchById;
+  }, [searchById]);
 
   useEffect(() => {
     let cancelled = false;
@@ -90,6 +223,114 @@ export default function CheckupPage({ onBack, onOpenPainting }: Props) {
     };
   }, []);
 
+  const updateQueuePending = useCallback(() => {
+    setQueuePending(queueRef.current.length + activeRef.current);
+  }, []);
+
+  const runSearch = useCallback(
+    (rowId: number) => {
+      activeRef.current += 1;
+      updateQueuePending();
+      setSearchById((prev) => ({ ...prev, [rowId]: { status: 'loading' } }));
+
+      api.getPaintingDebugImageSearch(rowId)
+        .then((result) => {
+          setSearchById((prev) => ({ ...prev, [rowId]: { status: 'done', result } }));
+        })
+        .catch(() => {
+          queuedSetRef.current.delete(rowId);
+          setSearchById((prev) => ({ ...prev, [rowId]: { status: 'error' } }));
+        })
+        .finally(() => {
+          activeRef.current = Math.max(0, activeRef.current - 1);
+          updateQueuePending();
+          pumpQueueRef.current();
+        });
+    },
+    [updateQueuePending]
+  );
+
+  const pumpQueue = useCallback(() => {
+    while (activeRef.current < SEARCH_CONCURRENCY && queueRef.current.length > 0) {
+      const rowId = queueRef.current.shift()!;
+      runSearch(rowId);
+    }
+    updateQueuePending();
+  }, [runSearch, updateQueuePending]);
+
+  const pumpQueueRef = useRef(pumpQueue);
+  useEffect(() => {
+    pumpQueueRef.current = pumpQueue;
+  }, [pumpQueue]);
+
+  const enqueueSearch = useCallback(
+    (rowId: number) => {
+      const state = searchByIdRef.current[rowId];
+      if (!needsSearch(state)) return;
+      if (queuedSetRef.current.has(rowId)) return;
+
+      queuedSetRef.current.add(rowId);
+      setSearchById((prev) => ({ ...prev, [rowId]: { status: 'idle' } }));
+      queueRef.current.push(rowId);
+      updateQueuePending();
+      pumpQueueRef.current();
+    },
+    [updateQueuePending]
+  );
+
+  const retrySearch = useCallback(
+    (rowId: number) => {
+      queuedSetRef.current.delete(rowId);
+      queueRef.current = queueRef.current.filter((id) => id !== rowId);
+      setSearchById((prev) => ({ ...prev, [rowId]: { status: 'idle' } }));
+      enqueueSearch(rowId);
+    },
+    [enqueueSearch]
+  );
+
+  const handleFix = useCallback(
+    async (row: PaintingCheckupRow) => {
+      const searchState = searchById[row.id];
+      if (searchState?.status !== 'done' || !searchState.result.imageUrl || fixingId) return;
+
+      setFixingId(row.id);
+      setFixErrorById((prev) => {
+        const next = { ...prev };
+        delete next[row.id];
+        return next;
+      });
+
+      try {
+        const updated = await api.fixPaintingImage(row.id, searchState.result.imageUrl);
+        setImageVersionById((prev) => ({ ...prev, [row.id]: (prev[row.id] ?? 0) + 1 }));
+        setRows((list) =>
+          list.map((r) =>
+            r.id === row.id
+              ? {
+                  ...r,
+                  gallery_file: updated.imagePath,
+                  detail_file: updated.imagePath,
+                  gallery_preview: updated.thumbnailPath,
+                  detail_preview: updated.thumbnailPath,
+                  gallery_file_exists: true,
+                  detail_file_exists: true,
+                  detail_on_demand: false,
+                }
+              : r
+          )
+        );
+      } catch (err) {
+        setFixErrorById((prev) => ({
+          ...prev,
+          [row.id]: err instanceof Error ? err.message : 'Could not replace image.',
+        }));
+      } finally {
+        setFixingId(null);
+      }
+    },
+    [fixingId, searchById]
+  );
+
   const filtered = useMemo(() => {
     const q = filter.trim().toLowerCase();
     if (!q) return rows;
@@ -103,13 +344,36 @@ export default function CheckupPage({ onBack, onOpenPainting }: Props) {
     );
   }, [rows, filter]);
 
+  const filteredIds = useMemo(() => filtered.map((row) => row.id), [filtered]);
+
+  useEffect(() => {
+    if (loading) return;
+
+    const timer = setTimeout(() => {
+      for (const rowId of filteredIds) {
+        enqueueSearch(rowId);
+      }
+    }, FILTER_SEARCH_DEBOUNCE_MS);
+
+    return () => clearTimeout(timer);
+  }, [filteredIds, loading, enqueueSearch]);
+
+  const searchStats = useMemo(() => {
+    let done = 0;
+    let failed = 0;
+    for (const row of filtered) {
+      const state = searchById[row.id];
+      if (state?.status === 'done') done += 1;
+      if (state?.status === 'error') failed += 1;
+    }
+    return { done, failed };
+  }, [filtered, searchById]);
+
   const stats = useMemo(() => {
     const noGallery = rows.filter((r) => !r.gallery_file).length;
     const onDemand = rows.filter((r) => r.detail_on_demand).length;
     const missingGallery = rows.filter((r) => r.gallery_file && !r.gallery_file_exists).length;
-    const missingDetail = rows.filter(
-      (r) => r.detail_file_exists === false
-    ).length;
+    const missingDetail = rows.filter((r) => r.detail_file_exists === false).length;
     return { noGallery, onDemand, missingGallery, missingDetail };
   }, [rows]);
 
@@ -121,7 +385,9 @@ export default function CheckupPage({ onBack, onOpenPainting }: Props) {
         </button>
         <div className="checkup-title-block">
           <h1>Painting checkup</h1>
-          <p>Compare image files used in the 3D gallery vs painting detail view.</p>
+          <p>
+            Compare gallery vs detail images; filtered rows are searched automatically.
+          </p>
         </div>
       </header>
 
@@ -135,6 +401,11 @@ export default function CheckupPage({ onBack, onOpenPainting }: Props) {
         />
         <div className="checkup-stats">
           <span>{filtered.length} shown</span>
+          <span>
+            search {searchStats.done}/{filtered.length} done
+            {queuePending > 0 ? ` · ${queuePending} active` : ''}
+          </span>
+          {searchStats.failed > 0 && <span>{searchStats.failed} search failed</span>}
           <span>{stats.noGallery} no gallery file</span>
           <span>{stats.onDemand} detail on-demand</span>
           <span>{stats.missingGallery} gallery missing</span>
@@ -156,34 +427,61 @@ export default function CheckupPage({ onBack, onOpenPainting }: Props) {
                 <th>Year</th>
                 <th>Gallery</th>
                 <th>Detail</th>
+                <th>Search</th>
+                <th>Fix</th>
               </tr>
             </thead>
             <tbody>
-              {filtered.map((row) => (
-                <tr key={row.id}>
-                  <td>
-                    {onOpenPainting ? (
-                      <button
-                        type="button"
-                        className="checkup-title-link"
-                        onClick={() => onOpenPainting(row.id)}
-                      >
-                        {row.title}
-                      </button>
-                    ) : (
-                      row.title
-                    )}
-                  </td>
-                  <td>{row.artist_name}</td>
-                  <td className="checkup-year">{row.year ?? '—'}</td>
-                  <td className="checkup-thumb-cell">
-                    <ImagePreviewCell row={row} kind="gallery" />
-                  </td>
-                  <td className="checkup-thumb-cell">
-                    <ImagePreviewCell row={row} kind="detail" />
-                  </td>
-                </tr>
-              ))}
+              {filtered.map((row) => {
+                const searchState = searchById[row.id] ?? { status: 'idle' as const };
+                return (
+                  <tr key={row.id}>
+                    <td>
+                      {onOpenPainting ? (
+                        <button
+                          type="button"
+                          className="checkup-title-link"
+                          onClick={() => onOpenPainting(row.id)}
+                        >
+                          {row.title}
+                        </button>
+                      ) : (
+                        row.title
+                      )}
+                    </td>
+                    <td>{row.artist_name}</td>
+                    <td className="checkup-year">{row.year ?? '—'}</td>
+                    <td className="checkup-thumb-cell">
+                      <ImagePreviewCell
+                        row={row}
+                        kind="gallery"
+                        imageVersion={imageVersionById[row.id] ?? 0}
+                      />
+                    </td>
+                    <td className="checkup-thumb-cell">
+                      <ImagePreviewCell
+                        row={row}
+                        kind="detail"
+                        imageVersion={imageVersionById[row.id] ?? 0}
+                      />
+                    </td>
+                    <td className="checkup-thumb-cell">
+                      <SearchPreviewCell
+                        searchState={searchState}
+                        onRetry={() => retrySearch(row.id)}
+                      />
+                    </td>
+                    <td className="checkup-fix-cell-wrap">
+                      <FixCell
+                        searchState={searchState}
+                        fixing={fixingId === row.id}
+                        fixError={fixErrorById[row.id] ?? null}
+                        onFix={() => handleFix(row)}
+                      />
+                    </td>
+                  </tr>
+                );
+              })}
             </tbody>
           </table>
         </div>
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