---
title: "Google Shoppingで見落とされないようにベストセラー商品を保護する方法"
serpTitle: "Google Shoppingで見落とされないようにベストセラー商品を保護する方法"
description: "Google Shoppingでトップの商品が埋もれないように保護しましょう。主要なSKUを分離することで、一貫した露出とスケールでのコントロールを確保する方法を学びます。"
date: "2026-01-19"
lastmod: "2026-04-24 14:12:46 +0530 +0530"
author: "Benjamin Ackermann"
authorTitle: "リードPPCスペシャリスト"
authorCompany: "SavvyRevenue"
url: "https://www.optmyzr.com/jp/blog/protect-best-selling-products-google-shopping/"
categories:
  - "Expert series"
  - "Strategy"
featured_image: "/forestry/how-to-protect-your-best-selling-products-from-being-overlooked-in-google-shopping.png"
---

# Google Shoppingで見落とされないようにベストセラー商品を保護する方法

> Google Shoppingでトップの商品が埋もれないように保護しましょう。主要なSKUを分離することで、一貫した露出とスケールでのコントロールを確保する方法を学びます。

**Author:** Benjamin Ackermann | **Published:** January 19, 2026

**Categories:** Expert series, Strategy

---

私たちはしばしば、数千の商品を持つショッピングアカウントで、わずかな選択肢が収益の大部分を占めているのを目にします。

ここで80/20の法則が完璧に適用されます：おおよそ20%の商品が80%の売上を生み出します。そして、その上位20%の中には、ビジネスを動かし続ける本当に重要な商品がいくつかあります。

これらの商品は、広範なカタログの中で埋もれてしまうことを許すことはできません。

では、どれだけ在庫が増えても、これらの商品が常に適切な露出と注目を得る方法を見ていきましょう。

---

## 問題点：重要な商品がスケールで埋もれてしまう

ほとんどのeコマースアカウントでは、収益は均等に分配されていません。

比較的小さな割合の商品が通常、売上の大部分を生み出します。これらのビジネスにとって重要な商品は、キャッシュフローの維持、成長目標の達成、または季節需要のサポートにしばしば責任を負っています。

すべての商品が同じショッピングキャンペーンで運用されると、Googleは集約効率を最適化し、商品レベルでのコントロールが減少する可能性があります。

問題はどの商品が重要かを知ることではなく、**カタログとパフォーマンスが変化する中で一貫した可視性を確保することです。**

---

## 戦術：最も重要な商品を分離する

基本的な戦術は次のとおりです：

最も重要な商品のみを含む別のショッピングキャンペーンを作成します。

これらの商品を分離することで、次のことが可能になります：

* 基本的な露出を保証する専用の予算
* 入札とキャンペーン優先度の完全なコントロール
* カタログの他の部分とは別の明確なパフォーマンスデータ

この構造により、重要な商品はもはや長尾在庫と内部で競争することはありません。パフォーマンスの変化がより簡単に見つけられ、他の部分に意図しない影響を与えることなく入札や予算の調整が可能です。

---

## Smart Product Labelerがどのように役立つか

この戦術の効果は、どの商品が本当に分離に値するかを正しく特定し、そのリストを常に最新に保つことにかかっています。

ここでOptmyzrの<a href="https://help.optmyzr.com/en/articles/10373106-about-smart-product-labeler" target="_blank" rel="noopener">Smart Product Labeler</a>が自然にフィットします。

Smart Product Labelerはショッピングパフォーマンスデータを分析し、2つの主要なシグナルを使用してパフォーマンスベースのバケットに商品を自動的にグループ化します：

* **パフォーマンス**、広告費用対効果（ROAS）で測定
* **ボリューム**、コストで測定

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" alt="商品パフォーマンスバケットのためのROAS対コストマトリックス" title="商品パフォーマンスバケットのためのROAS対コストマトリックス" />

<br>これらのシグナルに基づいて、商品は**ヒーロー、サイドキック、ヴィラン、ゾンビ、フルーク**などの明確なカテゴリにセグメント化されます。

高パフォーマンスの「ヒーロー」商品は、すでにリターンを生み出す能力を証明しているため、分離の最も強力な候補です。

静的なスプレッドシートや手動レビューに頼る代わりに、広告主はこれらのラベルを使用して、どの商品がビジネスにとって重要であるかを一貫して特定できます。

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## 実際の運用方法

このアプローチは、複雑な大規模eコマースアカウントを管理する代理店によってすでに使用されています。

グローバルなデジタルコマース代理店であるOverdose Digitalは、以前はスプレッドシート、Shopifyタグ、カスタムスクリプトを使用してクライアント全体の製品ラベリングを管理していました。

クライアントベースが成長するにつれて、その手動プロセスは維持がますます困難になりました。

Smart Product Labelerを採用した後、チームはROAS、マージン、商品タイプを使用して**ヒーロー、フルーク、ヴィラン、ゾンビ、サイドキック**などのパフォーマンスベースのセグメントを構築しました。

一度設定されると、パフォーマンスが変化するたびにラベルが自動的に更新されました。

どの商品が収益を生み出しているかを明確に把握することで、Overdoseは高パフォーマンスの商品を専用のショッピングキャンペーンに分離し、予算をより迅速に再配分し、以前は露出が不足していた新たな「ヒーロー」を浮上させることができました。

その結果、手動ラベリングに毎週2時間以上を節約し、eコマースクライアント全体で<a href="https://www.optmyzr.com/jp/case-studies/overdose-digital/" target="_blank" rel="noopener">ROASが10〜20%向上</a>するという、よりスケーラブルな構造が実現しました。

{{< youtube id="wi5DtlR5jD8" title="How Overdose Digital Saves 2+ Hours Weekly & Boosts ROAS 20% Using Optmyzr’s Smart Product Labeler" >}}

&nbsp;

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## パフォーマンスが変化する中での分離の正確性を保つ

商品を手動で分離することのリスクの1つは、陳腐化です。商品パフォーマンスは季節性、競争、価格変更、または新しい在庫のフィードへの追加によって変動します。今日のトップ商品としての資格が、次の四半期にはそうでないかもしれません。

Smart Product Labelerはこのリスクを軽減するために役立ちます：

* ROASと支出が変化するたびにラベルを自動的に更新
* パフォーマンスが向上または低下したときに商品の再分類
* データが蓄積されるにつれて新しい商品を適切なパフォーマンスバケットに追加

ラベルが継続的に更新されるため、分離されたキャンペーンは歴史的な仮定ではなく、実際のパフォーマンスに一致し続けます。

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## 構造を実行に移す

パフォーマンスベースのラベルが整ったら、実行はより簡単になります：

1. Smart Product Labelerを使用して高パフォーマンスのヒーロー商品を特定
2. ラベル付けされた商品のみを含む専用のショッピングキャンペーンを作成
3. 別の予算と適切なキャンペーン優先度を割り当てる
4. カタログの他の部分とは独立してインプレッション、クリック、ROASを監視

この構造は、ビジネスにとって最も重要な商品が一貫した露出、明確なパフォーマンス測定、迅速な最適化決定を受けることを保証します。

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## 次にできること

ショッピングアカウントに大規模または成長中の商品カタログが含まれている場合、最も重要な商品が保証された可視性を持っているかどうかを確認してください。パフォーマンスベースの商品ラベリングに支えられた専用キャンペーンに分離することで、アルゴリズムと戦うことなくコントロールと明確さを生み出します。

Smart Product Labelerがどのように役立つかを見てみたいですか？<a href="https://tools.optmyzr.com/info/signup?" target="_blank" rel="noopener">Optmyzrの14日間無料トライアルを予約</a>して、今日テストしてみてください！

> Google Adsのヒントをもっと知りたい方は、<a href="https://savvyrevenue.com/savvytactics/" target="_blank" rel="nofollow noopener">SavvyRevenueのニュースレター</a>に登録してください。

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*Source: [Google Shoppingで見落とされないようにベストセラー商品を保護する方法](https://www.optmyzr.com/jp/blog/protect-best-selling-products-google-shopping/)*
*© Optmyzr. All rights reserved.*