diff --git a/backend/src/index.ts b/backend/src/index.ts
index a755533..f06f119 100644
--- a/backend/src/index.ts
+++ b/backend/src/index.ts
@@ -164,6 +164,10 @@ async function runMigrations() {
         IF NOT EXISTS (SELECT 1 FROM information_schema.columns WHERE table_name = 'products' AND column_name = 'price_candidates') THEN
           ALTER TABLE products ADD COLUMN price_candidates JSONB;
         END IF;
+        -- Anchor price: the price the user confirmed, used to select correct variant on refresh
+        IF NOT EXISTS (SELECT 1 FROM information_schema.columns WHERE table_name = 'products' AND column_name = 'anchor_price') THEN
+          ALTER TABLE products ADD COLUMN anchor_price DECIMAL(10,2);
+        END IF;
       END $$;
     `);
 
diff --git a/backend/src/models/index.ts b/backend/src/models/index.ts
index c8ca614..f8346b1 100644
--- a/backend/src/models/index.ts
+++ b/backend/src/models/index.ts
@@ -566,6 +566,21 @@ export const productQueries = {
     );
     return result.rows[0]?.preferred_extraction_method || null;
   },
+
+  updateAnchorPrice: async (id: number, price: number): Promise<void> => {
+    await pool.query(
+      'UPDATE products SET anchor_price = $1 WHERE id = $2',
+      [price, id]
+    );
+  },
+
+  getAnchorPrice: async (id: number): Promise<number | null> => {
+    const result = await pool.query(
+      'SELECT anchor_price FROM products WHERE id = $1',
+      [id]
+    );
+    return result.rows[0]?.anchor_price ? parseFloat(result.rows[0].anchor_price) : null;
+  },
 };
 
 // Price History types and queries
diff --git a/backend/src/routes/products.ts b/backend/src/routes/products.ts
index d91ff34..cf3803d 100644
--- a/backend/src/routes/products.ts
+++ b/backend/src/routes/products.ts
@@ -57,6 +57,9 @@ router.post('/', async (req: AuthRequest, res: Response) => {
       // Store the preferred extraction method and the user-selected price
       await productQueries.updateExtractionMethod(product.id, selectedMethod);
 
+      // Store the anchor price - used on refresh to select the correct variant
+      await productQueries.updateAnchorPrice(product.id, selectedPrice);
+
       // Record the user-selected price
       await priceHistoryQueries.create(
         product.id,
diff --git a/backend/src/services/scheduler.ts b/backend/src/services/scheduler.ts
index d74a812..74e16bb 100644
--- a/backend/src/services/scheduler.ts
+++ b/backend/src/services/scheduler.ts
@@ -26,11 +26,15 @@ async function checkPrices(): Promise<void> {
         // Get preferred extraction method for this product (if user previously selected one)
         const preferredMethod = await productQueries.getPreferredExtractionMethod(product.id);
 
-        // Use voting scraper with preferred method if available
+        // Get anchor price for variant products (the price the user confirmed)
+        const anchorPrice = await productQueries.getAnchorPrice(product.id);
+
+        // Use voting scraper with preferred method and anchor price if available
         const scrapedData = await scrapeProductWithVoting(
           product.url,
           product.user_id,
-          preferredMethod as ExtractionMethod | undefined
+          preferredMethod as ExtractionMethod | undefined,
+          anchorPrice || undefined
         );
 
         // Check for back-in-stock notification
diff --git a/backend/src/services/scraper.ts b/backend/src/services/scraper.ts
index 00e7d87..af68604 100644
--- a/backend/src/services/scraper.ts
+++ b/backend/src/services/scraper.ts
@@ -1291,11 +1291,15 @@ export async function scrapeProduct(url: string, userId?: number): Promise<Scrap
 /**
  * Multi-strategy voting scraper with user review support.
  * Runs all extraction methods, finds consensus, and flags ambiguous cases for user review.
+ *
+ * @param anchorPrice - The price the user previously confirmed. Used to select the correct
+ *                      variant on refresh when multiple prices are found.
  */
 export async function scrapeProductWithVoting(
   url: string,
   userId?: number,
-  preferredMethod?: ExtractionMethod
+  preferredMethod?: ExtractionMethod,
+  anchorPrice?: number
 ): Promise<ScrapedProductWithCandidates> {
   const result: ScrapedProductWithCandidates = {
     name: null,
@@ -1427,15 +1431,48 @@ export async function scrapeProductWithVoting(
 
     // If user has a preferred method, try to use it
     if (preferredMethod && allCandidates.length > 0) {
-      const preferredCandidate = allCandidates.find(c => c.method === preferredMethod);
-      if (preferredCandidate) {
-        console.log(`[Voting] Using preferred method ${preferredMethod}: ${preferredCandidate.price}`);
-        result.price = { price: preferredCandidate.price, currency: preferredCandidate.currency };
+      const preferredCandidates = allCandidates.filter(c => c.method === preferredMethod);
+      if (preferredCandidates.length > 0) {
+        let selectedCandidate = preferredCandidates[0];
+
+        // If we have an anchor price and multiple candidates from preferred method,
+        // select the one closest to the anchor price (handles variant products)
+        if (anchorPrice && preferredCandidates.length > 1) {
+          selectedCandidate = preferredCandidates.reduce((closest, candidate) => {
+            const closestDiff = Math.abs(closest.price - anchorPrice);
+            const candidateDiff = Math.abs(candidate.price - anchorPrice);
+            return candidateDiff < closestDiff ? candidate : closest;
+          });
+          console.log(`[Voting] Using anchor price ${anchorPrice} to select from ${preferredCandidates.length} candidates: ${selectedCandidate.price}`);
+        }
+
+        console.log(`[Voting] Using preferred method ${preferredMethod}: ${selectedCandidate.price}`);
+        result.price = { price: selectedCandidate.price, currency: selectedCandidate.currency };
         result.selectedMethod = preferredMethod;
         return result;
       }
     }
 
+    // If we have an anchor price but no preferred method, find closest candidate overall
+    if (anchorPrice && allCandidates.length > 0) {
+      const closestCandidate = allCandidates.reduce((closest, candidate) => {
+        const closestDiff = Math.abs(closest.price - anchorPrice);
+        const candidateDiff = Math.abs(candidate.price - anchorPrice);
+        return candidateDiff < closestDiff ? candidate : closest;
+      });
+
+      // Only use anchor matching if the difference is reasonable (within 20%)
+      const priceDiff = Math.abs(closestCandidate.price - anchorPrice) / anchorPrice;
+      if (priceDiff < 0.20) {
+        console.log(`[Voting] Using anchor price ${anchorPrice} to select: ${closestCandidate.price} (${(priceDiff * 100).toFixed(1)}% diff)`);
+        result.price = { price: closestCandidate.price, currency: closestCandidate.currency };
+        result.selectedMethod = closestCandidate.method;
+        return result;
+      } else {
+        console.log(`[Voting] Anchor price ${anchorPrice} too different from candidates (closest: ${closestCandidate.price}, ${(priceDiff * 100).toFixed(1)}% diff), using consensus`);
+      }
+    }
+
     // Find consensus
     const { price: consensusPrice, hasConsensus, groups } = findPriceConsensus(allCandidates);
     console.log(`[Voting] Consensus: ${hasConsensus}, Groups: ${groups.length}, Winner: ${consensusPrice?.price}`);