---
title: "プロのようにGoogleショッピング広告で商品をセグメント化する方法"
serpTitle: "プロのようにGoogleショッピング広告で商品をセグメント化する方法"
description: "Smart Product Labelerを使用してGoogle広告で商品セグメント化を自動化しましょう。時間を節約し、入札を最適化し、キャンペーンの効率を向上させます。"
date: "2026-02-06"
lastmod: "2026-04-24 14:12:46 +0530 +0530"
author: "Vimal Bharadwaj"
authorTitle: "コンテンツマーケティングマネージャー"
authorCompany: "Optmyzr"
url: "https://www.optmyzr.com/jp/blog/segment-products-in-google-shopping-ads/"
categories:
  - "Paid Search"
  - "Guide"
featured_image: "/forestry/how-to-segment-products-in-your-google-shopping-ads-like-a-pro-1.webp"
---

# プロのようにGoogleショッピング広告で商品をセグメント化する方法

> Smart Product Labelerを使用してGoogle広告で商品セグメント化を自動化しましょう。時間を節約し、入札を最適化し、キャンペーンの効率を向上させます。

**Author:** Vimal Bharadwaj | **Published:** February 6, 2026

**Categories:** Paid Search, Guide

---

パフォーマンスによる商品セグメンテーションは、<a href="https://www.optmyzr.com/jp/blog/google-ads-for-ecommerce/" target="_blank" rel="noopener">Google Adsのeコマース広告主</a>にとって長年好まれている戦術です。

考え方はシンプルです：異なる商品は異なるパフォーマンスを示すため、それに応じて異なる扱いをするべきです。商品をパフォーマンスに基づいてカテゴリーに分けることで、各セグメントにユニークな入札額や<a href="https://www.optmyzr.com/jp/blog/how-the-optimize-budgets-tool-saves-time-and-money/" target="_blank" rel="noopener">予算</a>を割り当てることができます。

例えば、高いリターンをもたらす商品には高い入札額を設定し、パフォーマンスが低い商品は別のキャンペーンに配置するか、パフォーマンスが向上するまで低い予算でターゲットにすることができます。

しかし、商品セグメンテーションは手動で行うとすぐに労力がかかる作業になります。特に大規模な商品カタログの場合はそうです。もちろん、Google Adsスクリプトを使用する方法もありますが、コーディングの知識がない場合、スクリプトは最初は非常に難しく感じるかもしれません。また、既存のスクリプトを編集すると、さらに多くのミスが発生する可能性があります。

さらに、スクリプトを実装する前に、まずそれを徹底的にテストする必要があります。

---

## OptmyzrのSmart Product Labelerで簡単に商品セグメンテーションを実現

### Smart Product Labelerとは？

Smart Product Labelerツールは、パフォーマンス指標やフィード属性に基づいて商品にラベルを簡単に付ける戦略を構築し、最小限の労力で補足フィードを作成することができます。

また、パフォーマンスが変化するたびにラベルを自動的に更新し、Google Adsの制限を超えずにキャンペーンでパフォーマンスベースのアプローチを使用できるようにします。

### Optmyzrでの見つけ方は？

左側のメニューの*'Shopping'*セクションに移動し、*‘Shopping & P Max Retail’*の下にSmart Product Labelerを見つけることができます。

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" />

<br>また、ツールを直接<a href="https://tools.optmyzr.com/smart_product_labeler" target="_blank" rel="noopener">こちら</a>で試すこともできます。設定するための簡単なステップは以下の通りです：

1\. 「**新しい戦略を作成**」をクリックし、将来識別しやすいように戦略に名前を付けます。他のアカウントから戦略をコピーすることもできます。

<img width="624" height="357" 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" />

<br>2\. Merchant Centerアカウントを選択し、Optmyzrにリンクされていることを確認します。

3\. このステップはオプションですが、Smart Product Labelerはラベルを適用する前に評価する商品を正確に制御するオプションも提供します。属性（ブランド、商品タイプ、またはカスタム）、条件（等しい、大きいなど）、および値を入力するだけです。

<img width="624" height="192" 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" />

<br>複数のルールを追加するオプションもあります。ツールは、すべてのProduct Selectionルールに一致する商品のみをラベル付けし、関連する商品だけをターゲットにすることを保証します。

4\. この戦略で商品を分類するために使用するカスタムラベルを選択します。

<img width="624" height="271" 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" />

<br>5\. 日付範囲を選択し、クリック数、ROAS、またはコンバージョン値などのパフォーマンス指標を使用してルールを定義します。フィード属性やOR条件を使用して、同じラベルの下に商品をグループ化することもできます。

<img width="369" height="313" 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" />

<br>6\. 作成した各パフォーマンスバケットにカスタムラベル値を割り当てます。どのルールにも一致しない商品がまだラベル付けされるように、キャッチオールバケットを追加します。

<img width="624" height="185" 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" />

<br>7\. 補足フィードをプレビューして、商品のラベルがどのように更新されるかを確認します。アップロード前にすべての変更を確認するために、完全なCSVをダウンロードすることもできます。

<img width="624" height="329" 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" />

<br>8\. 生成されたURLを使用して、Merchant Centerに補足データソースとしてフィードをアップロードします。アプリ内の指示に従ってセットアップを完了します。

9\. 商品のパフォーマンスが変化するたびにラベルが更新されるように自動更新をスケジュールします。

<img width="624" height="421" 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" />

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{{< youtube id="48MoDpZjUPk" title="Custom Labels Based on Product Performance for Shopping Campaigns" >}}

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## パフォーマンスによって商品をグループ化するこの戦略を使用する理由

商品を異なるパフォーマンステイヤーに分け、それぞれにターゲットキャンペーンを作成することは、実績のある戦略です。その理由は以下の通りです：

### 1\. パフォーマンスに基づいてキャンペーンを最適化するのに役立ちます。

冒頭で述べたように、在庫内の異なる商品は異なるレベルでパフォーマンスを発揮します。ある商品は高いリターンを生み出し、他の商品はパフォーマンスが低いです。

インプレッション、クリック数、コンバージョンなどのパフォーマンス指標によって商品をグループ化することで、各パフォーマンスグループに対して<a href="https://www.optmyzr.com/jp/blog/manage-ppc-budgets/" target="_blank" rel="noopener">予算</a>、入札額、戦略をより効果的に管理できます。

### 2\. ROASを向上させるのに役立ちます。

高パフォーマンスの商品を高い入札額や予算でターゲットにすることで、露出と収益を増やす可能性を高めることができます。一方で、低パフォーマンスの商品には低い入札額を割り当てて支出を最適化します。これにより、予算配分が商品の潜在能力に一致することで、キャンペーン全体のROASが向上します。

### 3\. スケーラブルなセグメンテーションを可能にします。

Smart Product Labelerを使用すると、「ヒーロー商品」、「学習商品」、「パフォーマンスが低い商品」など、パフォーマンスに基づいたバケットに商品を自動的にセグメント化できます。この自動化は、大規模なアカウントに特に価値があり、数千の商品を手動で管理することは非常に非効率的です。

### 4\. キャンペーンタイプに柔軟に対応します。

Smart Product Labelerを使用すると、同じルールセットを<a href="https://www.optmyzr.com/jp/guide/performance-max/" target="_blank" rel="noopener">Performance Max</a>とStandard Shoppingキャンペーンの両方で使用できます。これにより、PMaxを使用してトップティア商品用のキャンペーンを作成しながら、より詳細な最適化と予算管理が必要な商品にはStandard Shoppingを同時に使用できます。

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## この戦略をいつ使用すべきか？

### 1\. 商品数が多い場合

大量の在庫を管理している場合、各商品の入札額やキャンペーンを手動で調整することは現実的ではありません。Smart Product Labelerを使用して商品を自動的にセグメント化することで、精度を犠牲にすることなく大量のデータを効率的に処理できます。

### 2\. 特定の商品グループ化が価値を追加する場合

異なる動作をする商品（例：低マージンの高売上商品と高マージンの低売上商品）がある場合、それらを別々のキャンペーンにグループ化し、それぞれに合わせた戦略を立てることが理にかなっています。パフォーマンスによるセグメンテーションは、このような差別化を簡単に実施するのに役立ちます。

### 3\. 詳細な制御が必要な場合

この戦略は、ショッピングキャンペーンに対してより詳細な制御を得るのに役立ちます。商品をパフォーマンスに基づいてカテゴリーに分けることで、特定の入札戦略、広告コピー、または異なる予算でターゲットにする能力を得ることができます。

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## この戦略を使用しない方が良い場合

商品をパフォーマンスでグループ化することは効果的な戦略ですが、すべての状況で最適なアプローチとは限りません。以下のようなシナリオでは理想的でないかもしれません：

### 1\. 十分なデータがない場合

新しいアカウントやパフォーマンスデータが不十分なキャンペーンでは、商品をパフォーマンスでセグメント化することは有益ではないかもしれません。Smart Product Labelerは過去のパフォーマンス指標に基づいてルールを作成するため、意味のある洞察を引き出すのに十分なデータがある場合に最も効果的です。

キャンペーンがまだ初期段階にある場合、十分なデータが収集されるまで待つことで、より良い結果が得られます。

### 2\. 非常にニッチな商品ラインを持っている場合

カタログに少数の商品しかない小規模でニッチな商品ラインの場合、パフォーマンスによるセグメント化は大きな価値を生まないかもしれません。そのような場合、商品セグメンテーションよりも<a href="https://www.optmyzr.com/jp/blog/ppc-optimization-strategies/#optimize-shopping-campaigns" target="_blank" rel="noopener">一般的な最適化</a>に焦点を当てたより包括的なアプローチが効率的かもしれません。

### 3\. シンプルなキャンペーンを複雑にしたくない場合

商品カタログが限られている場合や、シンプルなキャンペーン構造を持っている場合、複雑なセグメンテーション戦略は不要な管理の層を追加するかもしれません。時には、シンプルなアプローチを維持することが同じくらい効果的で、管理が容易です。

例えば、在庫にいくつかのブランドがあり、それぞれが異なるパフォーマンスを示す場合、そのパフォーマンスに基づいて予算と入札額を割り当てることができます。

別の例として、「商品タイプ」を考えてみましょう。Tシャツ、ショーツ、デニムジーンズを販売している場合、これらのカテゴリー間でROIが異なる場合、それぞれのカテゴリーに対して別々のキャンペーンを作成することで、管理を簡素化しながらパフォーマンスを最適化できます。

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## Smart Product Labelerがセグメンテーションを簡単にする方法

### 1\. パフォーマンスに基づいたルールを設定するのに役立ちます。

インプレッション、クリック数、コスト、コンバージョン、コンバージョン値、コスト/コンバージョン、またはROASなどのパフォーマンス指標に基づいてルールを作成できます。これらの基準に基づいて商品が自動的にラベル付けされ、その後、異なるパフォーマンステイヤーに商品をセグメント化するために使用できます。

今では、OR条件を使用して商品をより柔軟にグループ化することもできます。例えば、キャンペーンで可視性を得ている商品を特定したい場合。

過去14日間に6以上のインプレッションまたは6以上のクリックがある場合に商品が資格を得るルールを設定できます。商品はこれらの条件のいずれか一つを満たすだけで、「インプレッションまたはクリックのある商品」としてラベル付けされます。

<img width="468" height="402" 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" />

<br>これは、より広範囲に網をかけたい場合に特に有用です。

インプレッションのある商品用のバケットとクリックのある商品用のバケットを別々に作成する代わりに、それらを単一の意味のあるラベルに統合できます。

これにより、扱うラベルが少なくなり、全体的なキャンペーン構造がシンプルになります。

### 2\. フィード属性に基づいたルールを作成するのにも役立ちます。

パフォーマンス指標に加えて、フィード属性も商品をラベル付けするために使用できます。例えば、商品カテゴリー、価格帯、ブランド情報に基づいてラベルを作成することができます。

どのカスタムラベルを使用するかを選択する際、ツールは各オプションの使用状況メトリクスを表示します。カスタムラベルにすでに値が割り当てられているかどうか、どの割合の製品がそれを使用しているかがわかります。

<img width="395" height="398" 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/>

<br>例えば、Custom Label 0が「94%の製品がCustom Label 0を定義している」と表示されている場合、既存のデータを上書きしないようにそれを避けることができます。

使用率が低い「Available (Recommended)」とマークされたラベルは、安全な選択肢です。

この可視性により、フィード内で他の目的にすでに役立っている可能性のある重要な値を誤って消去することなく、適切なカスタムラベルを選択するのに役立ちます。

### 3\. 補足フィードを自動的に更新します。

Smart Product Labelerは、Google Merchant Centerでの製品ラベルの更新プロセスを自動化します。商品パフォーマンスが変化するたびに、ツールは補足フィードを更新し続け、手動の介入を必要とせずにセグメンテーション戦略が最新の状態に保たれるようにします。

### 4\. 統一されたキャンペーン管理を可能にします。

ツールは、Performance MaxとStandard Shoppingキャンペーンの両方に適用できる統一されたルールセットを作成することを可能にし、一貫した戦略で複数のキャンペーンタイプを管理しやすくします。

Shopping Campaign Managementツールを使用して、これらのキャンペーンを迅速に作成し、必要に応じてGoogle Adsで自動的に更新できます。これにより、キャンペーン構造が時間とともに変化した場合でも、手動の介入なしに更新が適用され、時間を節約し、エラーを減らすことができます。

### 5\. 正確な商品選択コントロールを提供します。

ラベリングルールを構築する前に、Smart Product Labelerが評価する商品を正確にフィルタリングすることができます。戦略をフィード全体に適用する代わりに、特定のサブセットに焦点を当てます。

これは、商品フィード属性に基づいたルールベースの条件を使用して行います。

商品選択の設定は簡単です。フィード属性（ブランド、商品タイプ、または任意のカスタム属性）を選択し、条件（「等しい」、「含む」、「より大きい」など）を選択し、希望する値を入力します。例えば、ブランドが「OPTMYZR」と等しい場合にのみ商品をラベル付けしたい場合などです。

<img width="624" height="245" 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" />

これは、カタログの異なる部分に対して異なる戦略を管理する際に特に有用です。例えば、プレミアムブランドに対してのみパフォーマンスベースのラベルを付けたい場合。

または、プロモーションを行っている特定の商品カテゴリーに焦点を当てる必要がある場合。

すべてのパフォーマンスバケットに同じフィルタリング条件を繰り返し追加する代わりに、商品選択レベルで一度定義します。すべてのルールはそのフィルタリングされたセットにのみ適用されます。

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## Smart Product Labelerで商品セグメンテーションの時間を節約

商品セグメンテーションを効率化し、ショッピングキャンペーンのパフォーマンスを向上させたい場合、Smart Product Labelerは検討する価値のあるツールです。

パフォーマンスデータをクリーンで使いやすい商品グループに自動的に変換します。

スクリプトは不要。手動の更新も不要。メンテナンスの負担もありません。

一度ルールを設定すれば、ラベルは最新の状態を保ちます。ShoppingとPerformance Maxキャンペーンは、商品の実際のパフォーマンスに合わせて調整され続けます。

まだOptmyzrの顧客ではありませんか？今が<a href="https://tools.optmyzr.com/info/signup?_gl=1*mw5wn*_gcl_au*MjExNjU2MjE4NS4xNzY3ODUwNzgyLjY4NTg1MjIwMC4xNzY3ODUwNzg1LjE3Njc4NTA3ODU.*_ga*MTU2Mzk1NTA0LjE3Njc4NTA3ODI.*_ga_5FJSV8WS2F*czE3NzA4Njg5NTMkbzUyJGcxJHQxNzcwODY5NDM0JGo0NiRsMCRoMA..#utm_source=website&amp;utm_medium=blog&amp;utm_campaign=content_trials" target="_blank" rel="noopener">フル機能トライアルにサインアップ</a>する絶好の機会です。


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*Source: [プロのようにGoogleショッピング広告で商品をセグメント化する方法](https://www.optmyzr.com/jp/blog/segment-products-in-google-shopping-ads/)*
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