Boost AI Search & Filter Logo

Boost AI Search & Filter

A Data-Driven Review by GetEcomTools

Offers powerful, AI-driven search and highly customizable filtering, designed to help growing brands create a premium product discovery experience and enhance customer navigation.

Free / From $29
AI-Powered Search
Custom Filters
Visual Merch

About Boost AI Search & Filter

This app provides a suite of tools focused on enhancing on-site product discovery. Its core capabilities in AI-powered search and deep filter customization are designed to help store owners transform a standard catalog i...

Rating

4.7/5

Reviews

1,565

Free Plan

Available

Updated

Aug 2025

Official Links:

The GetEcomTools Verdict: Our Data-Driven Analysis

Our Take:

"Boost AI Search & Filter provides exceptionally robust and customizable search capabilities that empower brands to craft a premium product discovery experience, but this power is paired with significant risks of theme conflicts and storefront malfunctions that can undermine site stability."

Best for:

Stores with large, complex catalogs that need granular control over filtering and search to guide customers and are prepared to manage deep theme integrations to achieve a superior, brand-building experience.

Key Consideration

Merchants who prioritize out-of-the-box stability and minimal technical overhead; using this app's deep customization without the resources to manage it is like using a race car for a daily commute, potentially leading to more complexity than speed.

Data-Driven Performance Snapshot

Overall Performance

Adequate
Justification:

The system's design, which enables deep theme integration, also introduces significant stability risks. There are multiple, recent reports of the app causing storefront malfunctions and leaving behind code that breaks site functionality after uninstallation. This pattern points to a critical consideration regarding the app's impact on a store's operational integrity, as detailed in our analysis of storefront instability.

Justification:

Core design principles support an exceptional level of control over the user experience. The platform's capabilities enable store owners to build highly tailored search and filtering systems, a key factor in developing a retail-ready storefront that fosters customer loyalty. This is validated by strong positive signals around the app's robust customization options.

Justification:

The platform's capabilities enable a sophisticated product discovery journey for customers. Its feature set is designed to help merchants with large catalogs create an intuitive and responsive shopping experience, which is fundamental to building brand equity. Strategic refinements to search performance could further elevate this core function to its full potential.

Justification:

The tool's setup reveals a pricing model that provides a clear entry point but presents potential friction for scaling brands. While the feature set grows with each tier to support business growth, the significant price jumps between plans are a key strategic consideration. Merchants should carefully evaluate the cost-to-value ratio as their needs evolve, as explored in the pricing model analysis.

Pros & Cons: Key Findings From Our Analysis

Pros

Robust Customization

The app's core design provides a powerful and flexible toolkit for tailoring the on-site search and filtering experience. As noted by many merchants, the ability to create highly specific filters using tags, metafields, and variants allows store owners to build a sophisticated product discovery journey. This level of control is instrumental for brands with large or complex inventories, empowering them to create a retail-ready storefront that guides customers effectively and helps forge lasting brand loyalty.

Advanced Feature Set

The platform's feature set is comprehensive enough to support advanced use cases, moving beyond basic search. The presence of user requests for even more sophisticated functions, such as synonym handling, indicates that the app provides a strong foundation that encourages merchants to think strategically about their search experience. This focus on advanced capabilities enables store owners to continuously refine their site's performance and scale their brand's digital presence.

Cons

Storefront Instability

A significant pattern of user-raised issues points to the app causing storefront malfunctions, including broken collection pages, incorrect inventory display, and performance degradation after updates. While these instances suggest potential conflicts with custom themes or other apps, they also underscore the platform's deep integration capabilities. Achieving a truly bespoke search experience that elevates brand perception often involves this level of theme interaction, but it comes with a trade-off. Proactively test the app in a staging environment before and after theme changes to mitigate potential conflicts.

Code Removal Issues

A critical consideration is the app's tendency to leave residual code in a theme after uninstallation, which has been reported by some merchants to cause lasting site breakage and SEO problems. This challenge may stem from the app's deep hooks into a theme's architecture, which are necessary to provide its advanced filtering. While this enables powerful customization, it also means the uninstallation process may not be straightforward. Perform a full theme backup before installation and plan for a manual code audit upon removal to ensure a clean slate and protect brand equity.


The Deep Dive: Full Analysis & Audited Data

Offers a free entry point, but scaling to advanced features requires significant investment.

The pricing model provides a functional free tier for initial testing, but the app's true value is unlocked in paid plans. The jump from the 'BASIC' to 'ESSENTIAL' tier is substantial, indicating the model is built for businesses ready to invest in advanced discovery tools to drive growth. This structure is best suited for established brands with clear ROI goals, who can leverage the advanced features to justify the cost and enhance brand loyalty.

Free

Free

Free

Usage & Quotas

25

/ month
Products

Upgrade plan for more

Unlimited

Smart Search Queries

7

/ month
Report Data Retention

Upgrade plan for more

Key Features

  • Product Recommendations
  • App Visualization
  • Basic Product Filter

Basic

$29.00

/ monthly

Usage & Quotas

500

/ month
Products

Upgrade plan for more

5

/ month
Custom Filter Trees

Upgrade plan for more

Unlimited

Smart Search Queries

10

/ month
Merchandising Campaigns

Upgrade plan for more

90

/ month
Report Data Retention

Upgrade plan for more

Key Features

  • 6 Recommendations Types
  • Standard Support

Essential

$239.00

/ monthly

Usage & Quotas

5,000

/ month
Products

Upgrade plan for more

180

/ month
Report Data Retention

Upgrade plan for more

20

/ month
Custom Filter Trees

Upgrade plan for more

40

/ month
Merchandising Campaigns

Upgrade plan for more

Unlimited

Smart Search Queries

Key Features

  • All features from 'Basic'
  • In-Collection & AI-Powered Search
  • AI-Powered Recommendation

Professional

$399.00

/ monthly

Usage & Quotas

5,000

/ month
Products

Upgrade plan for more

365

/ month
Report Data Retention

Upgrade plan for more

Unlimited

Custom Filter Trees

100

/ month
Merchandising Campaigns

Upgrade plan for more

Unlimited

Smart Search Queries

Key Features

  • All features from 'Essential'
  • AI Personalized Search & Recommendation
  • Premium Support & Service

1.What is Boost AI Search & Filter primarily used for?

Boost AI Search & Filter is used to create a premium product discovery experience for your customers. It enhances your store with advanced search, navigation, and filtering, making it easy for shoppers to find exactly what they want. This level of control is a core part of its robust customization capabilities.

2.How does the AI search improve my store's performance in 2025?

The AI search delivers fast, highly relevant results that match your customer's intent, which helps to boost conversions. By making product discovery seamless and intuitive, it significantly improves the shopping experience. This is a fundamental aspect of the app's Search & Discovery performance.

3.Can I customize the filters to match my store's branding?

Yes, you can fully customize the filters to align perfectly with your store's branding and design. The app allows you to build filter trees using tags, metafields, and variants, giving you complete control over the customer journey. This is a central component of its excellent feature customization.

4.Is there a free plan for Boost AI Search & Filter?

Yes, there is a free plan that supports up to 25 products and includes basic filtering and unlimited search queries. It's an excellent way to test the core functionality before committing to a paid tier. You can compare all options in the pricing analysis.

5.What is the main benefit of upgrading to a paid plan?

Upgrading to a paid plan unlocks advanced tools designed for scaling brands, such as more custom filter trees, visual merchandising campaigns, and AI-powered recommendations. These features allow you to drive more sales and gain deeper insights into customer behavior. The full breakdown is available in the pricing analysis.

6.Does Boost AI Search & Filter work with Yotpo?

Yes, the app integrates with Yotpo to combine powerful search and filtering with user-generated content like reviews. This integration helps build social proof and enhances the overall shopping experience for your customers. Details on this and other integrations are in the audited features list.

7.Does the app support WAI-ARIA standards for accessibility?

Yes, the app supports WAI-ARIA standards, which is essential for creating an accessible and inclusive storefront. This commitment ensures that all customers, including those using assistive technologies, can navigate your store effectively. This is a key part of the app's advanced feature set.

8.What is the best way to improve conversion rates with this app?

The best way to improve conversions is by using the AI-powered search and detailed filters to create a frictionless path to purchase. When customers find products quickly and easily, they are more likely to complete their order. This app's advanced feature set is specifically designed to achieve this outcome.

9.How does Boost handle stores with very large and complex catalogs?

The app excels with large inventories by providing granular control over filtering and lightning-fast search speeds. It allows you to organize thousands of products with custom filters, ensuring customers can easily navigate even the most complex collections. This powerful capability is a cornerstone of its robust customization.

10.How difficult is the setup process for Boost AI Search & Filter?

The setup is designed to be intuitive, and for many stores, it works right out of the box with no coding needed. For stores with complex or highly custom themes, the support team provides expert assistance to ensure a perfect integration. This dedication to support is a key part of the app's advanced feature set.

11.What data does Boost AI Search & Filter access from my store?

The app accesses product, collection, and customer behavior data strictly to power its search, filtering, and analytics functions. This data is used solely to improve your store's performance and is handled under a strict privacy policy to protect you and your customers.

12.What are the best strategies for using Shopify filter by tag with Boost in 2025?

The best strategy is to use tags to create intuitive filter options that reflect how your customers shop, such as by 'Style,' 'Material,' or 'Feature.' This transforms your product data into a powerful navigation tool, which is a core benefit of the app's robust customization options.

13.How do AI product recommendations work to increase average order value?

The AI analyzes shopping patterns to automatically display relevant product recommendations on your home, collection, product, and cart pages. By showing customers items they are likely to buy, this feature effectively increases average order value and enhances the discovery experience. A full [list of features](#audited-features) is available for review.

14.For a store with over 5,000 products, how does the app maintain fast search speeds?

The app maintains instant search speeds by using its own powerful indexing system, which operates independently of Shopify's native limitations. This architecture is specifically built for high-volume stores, ensuring an exceptional user experience without lag. This performance is central to its Search & Discovery capabilities.

15.What are the best ways to improve Shopify search accuracy for niche products?

You can dramatically improve search accuracy by using the synonyms and custom ranking features to teach the AI your unique product language. This ensures customers find exactly what they are looking for, even with niche terminology. This is a core part of the advanced feature set.

16.How can I implement a personalized search experience with Boost to build brand loyalty?

On the Professional plan, you can implement AI-powered personalized search that tailors results to each shopper's behavior. This creates a bespoke, high-end shopping experience that makes customers feel understood, which is a powerful way to build brand loyalty. You can explore the different plans in the pricing analysis.

John Doe

John Doe

E-commerce Specialist

Independent Review
The analysis on this page is the subjective opinion of our review team. Information is provided for guidance and may change over time. We encourage you to perform your own due diligence.