Shopify レコメンドアプリ 5選|レコメンド機能を導入するメリットも紹介

5 Shopify Recommendation Apps | Benefits of Introducing a Recommendation Feature

Tsunライターチーム

To grow sales on your Shopify store, it's important to create an environment where users can smoothly find the products they're looking for. A recommendation feature that suggests products based on browsing history and behavioral data is useful for this.

Introducing a recommendation feature lets you show users the right products at the right time, and you can expect improved customer satisfaction, increased sales, and deeper customer understanding.

This article explains the benefits of a recommendation feature and introduces 5 recommended recommendation apps for Shopify stores. We also compare each app's features and pricing structure, so please take a look if you're considering adopting one.

What Is a Recommendation?

A recommendation refers to suggesting recommended products, services, or information. By analyzing a user's interests, past behavior, and preferences, and providing personalized suggestions based on that analysis, a recommendation improves the user experience and can be expected to have a positive effect on growing sales.

Benefits of Recommendations

Improved customer satisfaction

By providing useful information at the right time for users, you can increase their interest in the product or site, raising customer satisfaction.

Increased sales

By recommending appealing products to users at the right time, you can encourage customers to make a purchase.

Deeper customer understanding

The data collected through a recommendation system becomes a valuable source of information for understanding customer preferences and behavioral trends, which you can use for product development and site improvements.

Shopify Apps That Let You Add a Recommendation Feature

Shopify Search & Discovery

Shopify Search & Discovery|Shopify App Store
Source: Shopify Search & Discovery|Shopify App Store

This is Shopify's native app that improves product discoverability on your site. To make it easier for customers to find products, you can customize the sort order of search results, customize filter options, and display recommendations (showing recommended products on product pages).

Shopify Search & Discovery Pricing Plan

Free

The blog article below introduces what you can do with Shopify Search & Discovery and how to use it. Please take a look.

Recommend .amp

Recommend .amp|Shopify App Store
Source: Recommend .amp|Shopify App Store

This recommendation app is provided by &d, known for its "Delivery Date & Time .amp" delivery scheduling app.

Based on browsing history, it can display recommended products for each product.

The maximum number of products it can recommend varies by pricing plan, and it doesn't charge based on usage volume, which is another characteristic.

Recommend .amp Pricing Plans

Plan Name Minimum Small Medium Large
Monthly fee $11 $29 $59 $119
Usage-based fee (extra cost) None None None None
Plan
details
Recommendable products: 50 products Recommendable products: 100 products Recommendable products: 1,000 products Recommendable products: 10,000 products

The blog article below introduces "Recommend .amp"'s features, recommended functions, and setup method. Please take a look.

SmartPick ‑ AI Chatbot

Plan Name Free install
Monthly fee Free
Usage-based fee (extra cost) Purchase a deposit in advance,
consumed based on chatbot usage
Plan
details
$30 worth free
Usage-based billing beyond that

CV Recommend

CV Recommend|Shopify App Store
Source: CV Recommend|Shopify App Store

CV Recommend is a recommendation app provided by Shopbase. It's known for its simple pricing structure with just one plan, and for its Japanese-language support. It offers 5 types of recommendation features, allowing you to customize the recommendation display to fit your site.

CV Recommend Pricing Plan

Plan Name CV RECOMMEND
Monthly fee $12
Usage-based fee (extra cost) None
Plan
details
All features

ReccoMate

ReccoMate|Shopify App Store
Source: ReccoMate|Shopify App Store

ReccoMate is a Shopify app that lets you provide product recommendations in a chatbot format using ChatGPT. It doesn't require the scenario design or answer-text input normally essential for chatbots—after installing the app, it automatically learns from the product names and product descriptions on Shopify, and you can then set it up with a single click from the theme customization screen.

The blog article below introduces ReccoMate's features, pricing plans, and setup method. Please take a look.

Comparing Recommendation App Pricing Plans

Among recommendation apps, some Shopify apps like "Recommend .amp" and "CV Recommend" charge only a fixed monthly fee, while others like "SmartPick ‑ AI Chatbot" charge based on the number of users or usage volume. Be sure to check how much the recommendation feature will cost, and how much that cost might grow going forward.

App Name Plan Name Monthly Fee Usage-Based Fee (Extra Cost) Other
Shopify Search & Discovery — Free None
Recommend .amp Minimum Free None Recommendable products: 50 products
Small $50/month None Recommendable products: 100 products
Medium $180/month None Recommendable products: 1,000 products
Large $425/month None Recommendable products: 10,000 products
SmartPick ‑ AI Chatbot Free install Free Purchase a deposit in advance,
consumed based on chatbot usage
$30 worth free
CV Recommend CV RECOMMEND $12/month None
ReccoMate — Free 1 credit per message for gpt-3.5-turbo, 10 credits for gpt-4.0
* 1 credit = $0.005
500 credits granted free upon app install

In Closing

A recommendation feature is an effective tool for suggesting products that fit each user and encouraging purchases on your Shopify store.

With the right recommendation display, you can expect not only improved customer satisfaction but also increased sales and deeper customer understanding.

The Shopify recommendation apps introduced here range from free options to those with fixed monthly fees or usage-based billing. Before adopting one, compare features, pricing structures, and future costs, and consider which app fits your store's goals.

 

This article introduced Shopify apps that let you add a recommendation feature. Beyond recommendation features, Shopify offers a variety of apps that support "improving LTV" and "boosting sales." If you're looking for an app that fits your store's challenges, please take a look at these as well.

👆️目次はShopifyアプリ「RuffRuff 目次作成」を利用

👆️Table of contents by the Shopify app RuffRuff Table of Contents

Back to blog
  • Shopifyで領収書を発行する方法|Order Printerの設定手順・サンプルコード・おすすめアプリを解説

    Shopifyで領収書を発行する方法|Order Printerの設定手順・サンプルコード・お...

    Tsun ライターチーム

    Shopifyで日本式の領収書を発行する3つの方法を紹介します。無料のShopify Order Printerで使えるサンプルコード、適格簡易請求書の前提条件、日本向け領収書アプリ5選と運用の注意点を解説します。

    Shopifyで領収書を発行する方法|Order Printerの設定手順・サンプルコード・お...

    Tsun ライターチーム

    Shopifyで日本式の領収書を発行する3つの方法を紹介します。無料のShopify Order Printerで使えるサンプルコード、適格簡易請求書の前提条件、日本向け領収書アプリ5選と運用の注意点を解説します。

  • Shopifyアプリ「日本インボイス領収書」とは|税率別の端数処理と軽減税率の注記に対応

    What is the Shopify app "JP Invoice Receipt"? |...

    Scanoria

    JP Invoice Receipt (日本インボイス領収書) is an app that issues receipts from Shopify orders. It supports rounding per tax rate, notes for the reduced tax rate, and issuance by buyers themselves.

    What is the Shopify app "JP Invoice Receipt"? |...

    Scanoria

    JP Invoice Receipt (日本インボイス領収書) is an app that issues receipts from Shopify orders. It supports rounding per tax rate, notes for the reduced tax rate, and issuance by buyers themselves.

  • 【決定版】Shopifyアプリ おすすめ一覧:売上アップ・効率化・無料アプリまで徹底解説!

    [2026 Latest] Recommended Shopify Apps: A Compl...

    Tsunライターチーム

    A detailed, purpose-by-purpose guide to recommended apps that streamline Shopify operations. Covers customer acquisition, CVR improvement, blog extensions, CRM, workload reduction, and AI-powered apps. Curated information useful for beginners and...

    [2026 Latest] Recommended Shopify Apps: A Compl...

    Tsunライターチーム

    A detailed, purpose-by-purpose guide to recommended apps that streamline Shopify operations. Covers customer acquisition, CVR improvement, blog extensions, CRM, workload reduction, and AI-powered apps. Curated information useful for beginners and...

  • Shopify Canvasとは?できること・使い方・注意点を解説

    What is Shopify Canvas? Capabilities, how to us...

    Tsun ライターチーム

    Shopify Canvas, announced on October 1, 2026, is a design screen where you can edit your theme together with Sidekick while viewing every page of your store side by side....

    What is Shopify Canvas? Capabilities, how to us...

    Tsun ライターチーム

    Shopify Canvas, announced on October 1, 2026, is a design screen where you can edit your theme together with Sidekick while viewing every page of your store side by side....

  • STORESからShopifyへのデータ移行手順|注意点も紹介

    [2026 Edition] How to Migrate Data from STORES ...

    Tsunライターチーム

    For merchants considering a move from STORES to Shopify, this guide explains the differences in pricing and features between the two services, which data can and cannot be migrated, the...

    [2026 Edition] How to Migrate Data from STORES ...

    Tsunライターチーム

    For merchants considering a move from STORES to Shopify, this guide explains the differences in pricing and features between the two services, which data can and cannot be migrated, the...

  • 【2026年最新】Shopifyの手数料一覧!プラン別の料率と費用を抑えるポイント

    [Latest for 2026] List of Shopify fees! Rates b...

    Tsun ライターチーム

    Explains the types of fees charged on Shopify and lists the rates for the Basic, Grow, Advanced, and Plus plans. Also introduces cost simulations by monthly sales and four points...

    [Latest for 2026] List of Shopify fees! Rates b...

    Tsun ライターチーム

    Explains the types of fees charged on Shopify and lists the rates for the Basic, Grow, Advanced, and Plus plans. Also introduces cost simulations by monthly sales and four points...

1 of 6
  • 【ストアインタビュー後編】やりながら育てるShopify。「野菜をMOTTO」の試行錯誤:モンマルシェ株式会社 河野雄士さん

    [Store Interview, Part 2] Building and Growing ...

    テキサス・アユミ

    "Even when e-commerce is the main battlefield, e-commerce isn't the goal." An in-depth look at our interview with Yuji Kono of Mon Marché, whose brand "Yasai wo MOTTO" grew its...

    [Store Interview, Part 2] Building and Growing ...

    テキサス・アユミ

    "Even when e-commerce is the main battlefield, e-commerce isn't the goal." An in-depth look at our interview with Yuji Kono of Mon Marché, whose brand "Yasai wo MOTTO" grew its...

  • 【ストアインタビュー前編】 ECが主戦場でも、ECが目的ではない。「野菜をMOTTO」が貫くEC戦略:モンマルシェ株式会社 河野雄士さん

    [Store Interview, Part 1] Even When E-Commerce ...

    テキサス・アユミ

    "Even when e-commerce is the main battlefield, e-commerce isn't the goal." Part 1 of our interview with Yuji Kono of Mon Marché, whose brand "Yasai wo MOTTO" grew its e-commerce...

    [Store Interview, Part 1] Even When E-Commerce ...

    テキサス・アユミ

    "Even when e-commerce is the main battlefield, e-commerce isn't the goal." Part 1 of our interview with Yuji Kono of Mon Marché, whose brand "Yasai wo MOTTO" grew its e-commerce...

  • 【ストアインタビュー後編】取り返しのつかない失敗さえしなければ、全部学びになる。EC戦略と経営哲学:Beverich株式会社 代表取締役 木下慶さん

    [Store Interview, Part 2] As Long as You Don't ...

    テキサス・アユミ

    Kei Kinoshita, President of Beverich, discusses his strategy for splitting roles between Shopify and Amazon, how he uses the RuffRuff apps, and a management philosophy that turns failure into learning....

    [Store Interview, Part 2] As Long as You Don't ...

    テキサス・アユミ

    Kei Kinoshita, President of Beverich, discusses his strategy for splitting roles between Shopify and Amazon, how he uses the RuffRuff apps, and a management philosophy that turns failure into learning....

1 of 3
  • Our Editorial Process

    For readers new to e-commerce and Shopify, we write our articles with care to explain difficult commerce and marketing terms, along with how everything works from building a store through to selling, as “gently,” “clearly,” and “accurately” as we can.

    Learn more 
  • About the information on this site

    The information published here is based on Tsun Inc.’s own experience and research. While we make every effort to publish information that is as “current” and “accurate” as possible, we cannot fully guarantee its contents. Tsun Inc. accepts no liability whatsoever for any damages arising from this site. If you find an error in the information published here, we would be grateful if you would contact Tsun Inc.