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Best E-Commerce Search Software

Subhransu Sahu
SS
Researched and written by Subhransu Sahu

E-Commerce Search software helps online sellers offer a better shopping experience to consumers and buyers by allowing them to easily find the best products for their needs. It analyzes and indexes product data and other e-commerce information to make it easier for buyers to find the most suitable options. This type of software also provides intelligent product recommendations, help reduce cart abandonment, improves customer engagement, and boosts revenue. E-commerce search software is predominantly used by merchandisers and e-commerce platform administrators. The data and analysis it provides also helps marketing and sales teams to improve their strategies and drive more revenue.

​While this type of software focuses exclusively on e-commerce search, some products also include certain features of e-merchandising software and e-commerce personalization software. E-commerce search software should not be confused with enterprise search software, which focuses on business information rather than e-commerce data. To deliver the best search results, this type of software often integrates with e-commerce platforms and product information management (PIM) software.

To qualify for inclusion in the E-commerce Search category, a product must:

Structure and index product data and e-commerce information
Provide multiple search options such as autocomplete and filters
Deliver personalized search and product recommendations
Include features for or integrate with merchandising software
Integrate with e-commerce platforms and shopping cart software
Analyze and optimize search results and product recommendations
Show More
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Featured E-Commerce Search Software At A Glance

Luigi's Box
Sponsored
Leader:
Highest Performer:
Easiest to Use:
Top Trending:
Show LessShow More
Highest Performer:
Easiest to Use:
Top Trending:

G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

No filters applied
92 Listings in E-Commerce Search Available
(1,207)4.8 out of 5
Optimized for quick response
1st Easiest To Use in E-Commerce Search software
View top Consulting Services for Insider
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Insider is the #1 AI-native Omnichannel Experience and Customer Engagement Platform – enabling marketing and customer experience teams to deliver a unique experience per person, from a single platform

    Users
    • Digital Marketing Specialist
    • Digital Marketing Manager
    Industries
    • Retail
    • Apparel & Fashion
    Market Segment
    • 46% Mid-Market
    • 28% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Insider Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Engagement
    278
    Ease of Use
    251
    Engagement
    229
    Personalization
    221
    Automation
    191
    Cons
    Learning Curve
    100
    Time-Consuming
    44
    Poor Customer Support
    40
    Difficult Learning
    39
    Integration Issues
    36
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Insider features and usability ratings that predict user satisfaction
    9.7
    Ranking and Relevancy
    Average: 8.8
    9.6
    Stemming
    Average: 8.6
    9.5
    Personalization
    Average: 8.6
    9.4
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Insider
    Company Website
    Year Founded
    2012
    HQ Location
    Global
    Twitter
    @useinsider
    44,928 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,568 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Insider is the #1 AI-native Omnichannel Experience and Customer Engagement Platform – enabling marketing and customer experience teams to deliver a unique experience per person, from a single platform

Users
  • Digital Marketing Specialist
  • Digital Marketing Manager
Industries
  • Retail
  • Apparel & Fashion
Market Segment
  • 46% Mid-Market
  • 28% Small-Business
Insider Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Engagement
278
Ease of Use
251
Engagement
229
Personalization
221
Automation
191
Cons
Learning Curve
100
Time-Consuming
44
Poor Customer Support
40
Difficult Learning
39
Integration Issues
36
Insider features and usability ratings that predict user satisfaction
9.7
Ranking and Relevancy
Average: 8.8
9.6
Stemming
Average: 8.6
9.5
Personalization
Average: 8.6
9.4
Ease of Use
Average: 8.8
Seller Details
Seller
Insider
Company Website
Year Founded
2012
HQ Location
Global
Twitter
@useinsider
44,928 Twitter followers
LinkedIn® Page
www.linkedin.com
1,568 employees on LinkedIn®
(476)4.7 out of 5
Optimized for quick response
3rd Easiest To Use in E-Commerce Search software
Save to My Lists
Entry Level Price:Starting at $39.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Doofinder stands as a premier Search and Discovery solution, revolutionizing eCommerce by effortlessly connecting customers with products. They provide fast, relevant search results that adapt to

    Users
    • CEO
    • Marketing Manager
    Industries
    • Retail
    • Apparel & Fashion
    Market Segment
    • 84% Small-Business
    • 14% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Doofinder Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    53
    Ease of Use
    43
    Search Functionality
    39
    Easy Integrations
    36
    Helpful
    34
    Cons
    Expensive
    24
    Pricing Issues
    9
    Poor Customer Support
    8
    Feature Deficiency
    7
    High Learning Curve
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Doofinder features and usability ratings that predict user satisfaction
    8.9
    Ranking and Relevancy
    Average: 8.8
    8.8
    Stemming
    Average: 8.6
    8.7
    Personalization
    Average: 8.6
    9.2
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Doofinder
    Company Website
    Year Founded
    2010
    HQ Location
    Madrid, Comunidad de Madrid
    Twitter
    @doofinder
    2,565 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    190 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Doofinder stands as a premier Search and Discovery solution, revolutionizing eCommerce by effortlessly connecting customers with products. They provide fast, relevant search results that adapt to

Users
  • CEO
  • Marketing Manager
Industries
  • Retail
  • Apparel & Fashion
Market Segment
  • 84% Small-Business
  • 14% Mid-Market
Doofinder Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
53
Ease of Use
43
Search Functionality
39
Easy Integrations
36
Helpful
34
Cons
Expensive
24
Pricing Issues
9
Poor Customer Support
8
Feature Deficiency
7
High Learning Curve
7
Doofinder features and usability ratings that predict user satisfaction
8.9
Ranking and Relevancy
Average: 8.8
8.8
Stemming
Average: 8.6
8.7
Personalization
Average: 8.6
9.2
Ease of Use
Average: 8.8
Seller Details
Seller
Doofinder
Company Website
Year Founded
2010
HQ Location
Madrid, Comunidad de Madrid
Twitter
@doofinder
2,565 Twitter followers
LinkedIn® Page
www.linkedin.com
190 employees on LinkedIn®

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(406)4.8 out of 5
Optimized for quick response
4th Easiest To Use in E-Commerce Search software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Luigi's Box is a product search and discovery solution suitable for any e-commerce platform. Luigi's Box magic starts with detailed analytics dashboards giving you all the relevant information about t

    Users
    • CEO
    Industries
    • Retail
    • Marketing and Advertising
    Market Segment
    • 59% Small-Business
    • 36% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Luigi's Box Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Search Efficiency
    144
    Search Functionality
    140
    Ease of Use
    129
    Customer Support
    86
    Helpful
    85
    Cons
    Expensive
    27
    Difficult Implementation
    16
    Search Functionality
    15
    Learning Curve
    14
    Setup Difficulty
    14
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Luigi's Box features and usability ratings that predict user satisfaction
    9.0
    Ranking and Relevancy
    Average: 8.8
    8.9
    Stemming
    Average: 8.6
    8.9
    Personalization
    Average: 8.6
    9.1
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2016
    HQ Location
    Bratislava
    Twitter
    @LuigisBox
    178 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    136 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Luigi's Box is a product search and discovery solution suitable for any e-commerce platform. Luigi's Box magic starts with detailed analytics dashboards giving you all the relevant information about t

Users
  • CEO
Industries
  • Retail
  • Marketing and Advertising
Market Segment
  • 59% Small-Business
  • 36% Mid-Market
Luigi's Box Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Search Efficiency
144
Search Functionality
140
Ease of Use
129
Customer Support
86
Helpful
85
Cons
Expensive
27
Difficult Implementation
16
Search Functionality
15
Learning Curve
14
Setup Difficulty
14
Luigi's Box features and usability ratings that predict user satisfaction
9.0
Ranking and Relevancy
Average: 8.8
8.9
Stemming
Average: 8.6
8.9
Personalization
Average: 8.6
9.1
Ease of Use
Average: 8.8
Seller Details
Company Website
Year Founded
2016
HQ Location
Bratislava
Twitter
@LuigisBox
178 Twitter followers
LinkedIn® Page
www.linkedin.com
136 employees on LinkedIn®
(443)4.5 out of 5
Optimized for quick response
9th Easiest To Use in E-Commerce Search software
View top Consulting Services for Algolia
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Algolia empowers businesses to deliver lightning-fast, AI-driven search and discovery experiences that convert. Trusted by over 18,000 companies and 500,000 developers, Algolia’s API-first platform ha

    Users
    • CTO
    • Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 60% Small-Business
    • 28% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Algolia Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    56
    Search Efficiency
    47
    Search Speed
    30
    Speed
    27
    Easy Integrations
    26
    Cons
    Expensive
    26
    Limitations
    19
    High Learning Curve
    18
    Learning Difficulty
    17
    Limited Features
    15
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Algolia features and usability ratings that predict user satisfaction
    8.4
    Ranking and Relevancy
    Average: 8.8
    7.8
    Stemming
    Average: 8.6
    7.7
    Personalization
    Average: 8.6
    8.6
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2012
    HQ Location
    San Francisco, CA
    Twitter
    @algolia
    25,624 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    849 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Algolia empowers businesses to deliver lightning-fast, AI-driven search and discovery experiences that convert. Trusted by over 18,000 companies and 500,000 developers, Algolia’s API-first platform ha

Users
  • CTO
  • Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 60% Small-Business
  • 28% Mid-Market
Algolia Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
56
Search Efficiency
47
Search Speed
30
Speed
27
Easy Integrations
26
Cons
Expensive
26
Limitations
19
High Learning Curve
18
Learning Difficulty
17
Limited Features
15
Algolia features and usability ratings that predict user satisfaction
8.4
Ranking and Relevancy
Average: 8.8
7.8
Stemming
Average: 8.6
7.7
Personalization
Average: 8.6
8.6
Ease of Use
Average: 8.8
Seller Details
Company Website
Year Founded
2012
HQ Location
San Francisco, CA
Twitter
@algolia
25,624 Twitter followers
LinkedIn® Page
www.linkedin.com
849 employees on LinkedIn®
(70)4.8 out of 5
2nd Easiest To Use in E-Commerce Search software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Looking to enhance your online store's search and filtering capabilities effortlessly? Meet Searchanise – the reliable companion that's been transforming e-commerce since 2015. Our mission is simple:

    Users
    No information available
    Industries
    • Retail
    • Apparel & Fashion
    Market Segment
    • 89% Small-Business
    • 10% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Searchanise Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    26
    Customization
    18
    User Experience
    15
    Search Speed
    12
    Easy Setup
    11
    Cons
    Search Functionality Issues
    7
    Expensive
    4
    Feature Deficiency
    4
    High Learning Curve
    4
    Limited Customization
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Searchanise features and usability ratings that predict user satisfaction
    9.2
    Ranking and Relevancy
    Average: 8.8
    9.1
    Stemming
    Average: 8.6
    8.9
    Personalization
    Average: 8.6
    9.3
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2012
    HQ Location
    San Francisco, California
    Twitter
    @searchanise
    1,154 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    25 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Looking to enhance your online store's search and filtering capabilities effortlessly? Meet Searchanise – the reliable companion that's been transforming e-commerce since 2015. Our mission is simple:

Users
No information available
Industries
  • Retail
  • Apparel & Fashion
Market Segment
  • 89% Small-Business
  • 10% Mid-Market
Searchanise Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
26
Customization
18
User Experience
15
Search Speed
12
Easy Setup
11
Cons
Search Functionality Issues
7
Expensive
4
Feature Deficiency
4
High Learning Curve
4
Limited Customization
3
Searchanise features and usability ratings that predict user satisfaction
9.2
Ranking and Relevancy
Average: 8.8
9.1
Stemming
Average: 8.6
8.9
Personalization
Average: 8.6
9.3
Ease of Use
Average: 8.8
Seller Details
Year Founded
2012
HQ Location
San Francisco, California
Twitter
@searchanise
1,154 Twitter followers
LinkedIn® Page
www.linkedin.com
25 employees on LinkedIn®
(900)4.4 out of 5
Optimized for quick response
15th Easiest To Use in E-Commerce Search software
View top Consulting Services for Yext
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Yext is the leading brand visibility platform built for a world where discovery and engagement happen everywhere — across AI and traditional search, social, websites, and direct communications. Backed

    Users
    • Marketing Coordinator
    • Marketing Manager
    Industries
    • Financial Services
    • Hospital & Health Care
    Market Segment
    • 40% Enterprise
    • 33% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Yext is a platform designed to manage and update a company's listings across multiple online directories, search engines, and mapping services, including Google, Facebook, Yelp, and Apple Maps.
    • Reviewers appreciate Yext's ability to provide a single dashboard for managing business information across multiple platforms, its intuitive dashboard, quick update times, and the convenience of having all reviews in one place.
    • Users experienced issues with the high cost of Yext, the time it takes for information to integrate from different platforms, the overwhelming number of features, and the lack of control over certain aspects of the product.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Yext Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    259
    Customer Support
    149
    Centralized Management
    147
    Helpful
    147
    Features
    125
    Cons
    Complex Usability
    64
    Difficult Learning
    61
    Poor Customer Support
    60
    Learning Curve
    57
    Difficult Navigation
    53
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Yext features and usability ratings that predict user satisfaction
    8.1
    Ranking and Relevancy
    Average: 8.8
    7.5
    Stemming
    Average: 8.6
    8.0
    Personalization
    Average: 8.6
    8.5
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Yext
    Company Website
    Year Founded
    2006
    HQ Location
    New York
    Twitter
    @yext
    21,980 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,380 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Yext is the leading brand visibility platform built for a world where discovery and engagement happen everywhere — across AI and traditional search, social, websites, and direct communications. Backed

Users
  • Marketing Coordinator
  • Marketing Manager
Industries
  • Financial Services
  • Hospital & Health Care
Market Segment
  • 40% Enterprise
  • 33% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Yext is a platform designed to manage and update a company's listings across multiple online directories, search engines, and mapping services, including Google, Facebook, Yelp, and Apple Maps.
  • Reviewers appreciate Yext's ability to provide a single dashboard for managing business information across multiple platforms, its intuitive dashboard, quick update times, and the convenience of having all reviews in one place.
  • Users experienced issues with the high cost of Yext, the time it takes for information to integrate from different platforms, the overwhelming number of features, and the lack of control over certain aspects of the product.
Yext Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
259
Customer Support
149
Centralized Management
147
Helpful
147
Features
125
Cons
Complex Usability
64
Difficult Learning
61
Poor Customer Support
60
Learning Curve
57
Difficult Navigation
53
Yext features and usability ratings that predict user satisfaction
8.1
Ranking and Relevancy
Average: 8.8
7.5
Stemming
Average: 8.6
8.0
Personalization
Average: 8.6
8.5
Ease of Use
Average: 8.8
Seller Details
Seller
Yext
Company Website
Year Founded
2006
HQ Location
New York
Twitter
@yext
21,980 Twitter followers
LinkedIn® Page
www.linkedin.com
2,380 employees on LinkedIn®
(143)4.3 out of 5
Optimized for quick response
11th Easiest To Use in E-Commerce Search software
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Coveo brings superior AI-Relevance to every point-of-experience or agent, transforming how enterprises connect with their customers and employees to maximize business outcomes. Relevance is about m

    Users
    No information available
    Industries
    • Retail
    • Telecommunications
    Market Segment
    • 52% Enterprise
    • 37% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Coveo Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    36
    Search Efficiency
    30
    Experience
    25
    Search Functionality
    24
    Helpful
    22
    Cons
    Learning Curve
    11
    Difficult Learning
    10
    Search Functionality Issues
    10
    Search Functionality
    9
    High Learning Curve
    8
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Coveo features and usability ratings that predict user satisfaction
    9.2
    Ranking and Relevancy
    Average: 8.8
    8.9
    Stemming
    Average: 8.6
    9.1
    Personalization
    Average: 8.6
    8.0
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2005
    HQ Location
    Quebec City, Canada
    Twitter
    @coveo
    4,320 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    865 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Coveo brings superior AI-Relevance to every point-of-experience or agent, transforming how enterprises connect with their customers and employees to maximize business outcomes. Relevance is about m

Users
No information available
Industries
  • Retail
  • Telecommunications
Market Segment
  • 52% Enterprise
  • 37% Mid-Market
Coveo Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
36
Search Efficiency
30
Experience
25
Search Functionality
24
Helpful
22
Cons
Learning Curve
11
Difficult Learning
10
Search Functionality Issues
10
Search Functionality
9
High Learning Curve
8
Coveo features and usability ratings that predict user satisfaction
9.2
Ranking and Relevancy
Average: 8.8
8.9
Stemming
Average: 8.6
9.1
Personalization
Average: 8.6
8.0
Ease of Use
Average: 8.8
Seller Details
Company Website
Year Founded
2005
HQ Location
Quebec City, Canada
Twitter
@coveo
4,320 Twitter followers
LinkedIn® Page
www.linkedin.com
865 employees on LinkedIn®
(696)4.6 out of 5
Optimized for quick response
13th Easiest To Use in E-Commerce Search software
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Bloomreach is the agentic platform for personalization. Powering autonomous search, conversational shopping, and autonomous marketing, Bloomreach personalizes the entire customer experience. From reta

    Users
    • CRM Manager
    • Data Analyst
    Industries
    • Retail
    • Apparel & Fashion
    Market Segment
    • 50% Mid-Market
    • 28% Small-Business
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Bloomreach is a program that leverages customer experience using Loomi AI for email or content creation, consolidates marketing details or products, and amplifies search operations.
    • Users like Bloomreach's robust data center that pulls details from diverse scopes to generate accurate customer profiles, its ability to personalize content for solid engagement, and its primary approach for searching and product discovery.
    • Users mentioned that Bloomreach requires over skilled personnel, has a demanding setup process, and some AI features are overwhelming and need extensive orientation, also the templates are inflexible and hard to edit.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Bloomreach Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    86
    Customer Support
    83
    Features
    81
    Helpful
    80
    Customer Engagement
    58
    Cons
    Learning Curve
    73
    Learning Difficulty
    50
    Limited Features
    49
    Missing Features
    46
    Difficult Learning
    37
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Bloomreach features and usability ratings that predict user satisfaction
    9.0
    Ranking and Relevancy
    Average: 8.8
    9.0
    Stemming
    Average: 8.6
    8.9
    Personalization
    Average: 8.6
    8.3
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2009
    HQ Location
    Mountain View, CA
    Twitter
    @bloomreach_tm
    10,506 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,095 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Bloomreach is the agentic platform for personalization. Powering autonomous search, conversational shopping, and autonomous marketing, Bloomreach personalizes the entire customer experience. From reta

Users
  • CRM Manager
  • Data Analyst
Industries
  • Retail
  • Apparel & Fashion
Market Segment
  • 50% Mid-Market
  • 28% Small-Business
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Bloomreach is a program that leverages customer experience using Loomi AI for email or content creation, consolidates marketing details or products, and amplifies search operations.
  • Users like Bloomreach's robust data center that pulls details from diverse scopes to generate accurate customer profiles, its ability to personalize content for solid engagement, and its primary approach for searching and product discovery.
  • Users mentioned that Bloomreach requires over skilled personnel, has a demanding setup process, and some AI features are overwhelming and need extensive orientation, also the templates are inflexible and hard to edit.
Bloomreach Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
86
Customer Support
83
Features
81
Helpful
80
Customer Engagement
58
Cons
Learning Curve
73
Learning Difficulty
50
Limited Features
49
Missing Features
46
Difficult Learning
37
Bloomreach features and usability ratings that predict user satisfaction
9.0
Ranking and Relevancy
Average: 8.8
9.0
Stemming
Average: 8.6
8.9
Personalization
Average: 8.6
8.3
Ease of Use
Average: 8.8
Seller Details
Company Website
Year Founded
2009
HQ Location
Mountain View, CA
Twitter
@bloomreach_tm
10,506 Twitter followers
LinkedIn® Page
www.linkedin.com
1,095 employees on LinkedIn®
(42)4.8 out of 5
Optimized for quick response
7th Easiest To Use in E-Commerce Search software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Constructor is the only search and product discovery platform tailor-made for enterprise ecommerce where conversions matter. Constructor's AI first solutions make it easier for shoppers to discove

    Users
    No information available
    Industries
    • Retail
    • Apparel & Fashion
    Market Segment
    • 45% Enterprise
    • 43% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Constructor Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    11
    Ease of Use
    10
    Customer Satisfaction
    9
    Experience
    9
    Results
    6
    Cons
    Missing Features
    4
    Analytics Issues
    3
    Feature Deficiency
    3
    Limitations
    3
    Search Functionality
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Constructor features and usability ratings that predict user satisfaction
    9.8
    Ranking and Relevancy
    Average: 8.8
    9.2
    Stemming
    Average: 8.6
    8.5
    Personalization
    Average: 8.6
    9.6
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2015
    HQ Location
    SAN FRANCISCO, CA
    Twitter
    @constructor_io
    255 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,096 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Constructor is the only search and product discovery platform tailor-made for enterprise ecommerce where conversions matter. Constructor's AI first solutions make it easier for shoppers to discove

Users
No information available
Industries
  • Retail
  • Apparel & Fashion
Market Segment
  • 45% Enterprise
  • 43% Mid-Market
Constructor Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
11
Ease of Use
10
Customer Satisfaction
9
Experience
9
Results
6
Cons
Missing Features
4
Analytics Issues
3
Feature Deficiency
3
Limitations
3
Search Functionality
3
Constructor features and usability ratings that predict user satisfaction
9.8
Ranking and Relevancy
Average: 8.8
9.2
Stemming
Average: 8.6
8.5
Personalization
Average: 8.6
9.6
Ease of Use
Average: 8.8
Seller Details
Company Website
Year Founded
2015
HQ Location
SAN FRANCISCO, CA
Twitter
@constructor_io
255 Twitter followers
LinkedIn® Page
www.linkedin.com
1,096 employees on LinkedIn®
(217)4.5 out of 5
Optimized for quick response
8th Easiest To Use in E-Commerce Search software
Save to My Lists
Entry Level Price:Starting at $699.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Athos Commerce is an ecommerce-first platform built exclusively for retailers, focused on Search, Merchandising, Personalization, Reporting, and Product Data Management. Unlike broad digital experienc

    Users
    No information available
    Industries
    • Retail
    • Apparel & Fashion
    Market Segment
    • 51% Small-Business
    • 44% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Athos Commerce Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Search Efficiency
    46
    Customer Support
    44
    Ease of Use
    42
    Search Functionality
    37
    Merchandising
    26
    Cons
    Feature Deficiency
    15
    Missing Features
    13
    Limited Features
    10
    Lack of Customization
    9
    Poor Customer Support
    9
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Athos Commerce features and usability ratings that predict user satisfaction
    8.4
    Ranking and Relevancy
    Average: 8.8
    8.1
    Stemming
    Average: 8.6
    8.2
    Personalization
    Average: 8.6
    8.7
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    HQ Location
    San Antonio, Texas
    Twitter
    @SearchSpring
    2,287 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    289 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Athos Commerce is an ecommerce-first platform built exclusively for retailers, focused on Search, Merchandising, Personalization, Reporting, and Product Data Management. Unlike broad digital experienc

Users
No information available
Industries
  • Retail
  • Apparel & Fashion
Market Segment
  • 51% Small-Business
  • 44% Mid-Market
Athos Commerce Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Search Efficiency
46
Customer Support
44
Ease of Use
42
Search Functionality
37
Merchandising
26
Cons
Feature Deficiency
15
Missing Features
13
Limited Features
10
Lack of Customization
9
Poor Customer Support
9
Athos Commerce features and usability ratings that predict user satisfaction
8.4
Ranking and Relevancy
Average: 8.8
8.1
Stemming
Average: 8.6
8.2
Personalization
Average: 8.6
8.7
Ease of Use
Average: 8.8
Seller Details
Company Website
HQ Location
San Antonio, Texas
Twitter
@SearchSpring
2,287 Twitter followers
LinkedIn® Page
www.linkedin.com
289 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Expertrec's custom search engine lets you add super fast search results to your website quickly. It also offers powerful customization options at the click of a button. It is also a great google site

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 82% Small-Business
    • 18% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • ExpertRec features and usability ratings that predict user satisfaction
    10.0
    Ranking and Relevancy
    Average: 8.8
    0.0
    No information available
    9.2
    Personalization
    Average: 8.6
    9.8
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Expertrec
    Year Founded
    2014
    HQ Location
    Bengaluru, IN
    Twitter
    @Expertrec1
    20 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    15 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Expertrec's custom search engine lets you add super fast search results to your website quickly. It also offers powerful customization options at the click of a button. It is also a great google site

Users
No information available
Industries
No information available
Market Segment
  • 82% Small-Business
  • 18% Mid-Market
ExpertRec features and usability ratings that predict user satisfaction
10.0
Ranking and Relevancy
Average: 8.8
0.0
No information available
9.2
Personalization
Average: 8.6
9.8
Ease of Use
Average: 8.8
Seller Details
Seller
Expertrec
Year Founded
2014
HQ Location
Bengaluru, IN
Twitter
@Expertrec1
20 Twitter followers
LinkedIn® Page
www.linkedin.com
15 employees on LinkedIn®
(68)4.4 out of 5
12th Easiest To Use in E-Commerce Search software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Netcore Unbxd is an AI-powered product discovery platform consistently recognized as a leader by independent analysts. Named a Leader in Gartner’s 2025 Magic Quadrant™ for Commerce Search and Product

    Users
    No information available
    Industries
    • Retail
    • Apparel & Fashion
    Market Segment
    • 57% Mid-Market
    • 25% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Netcore Unbxd Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    17
    Ease of Use
    12
    Search Efficiency
    10
    Customization
    9
    Easy Integrations
    9
    Cons
    Integration Issues
    5
    Time-Consuming
    5
    Delays
    4
    Difficult Implementation
    4
    Process Improvement
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Netcore Unbxd features and usability ratings that predict user satisfaction
    8.5
    Ranking and Relevancy
    Average: 8.8
    8.1
    Stemming
    Average: 8.6
    7.9
    Personalization
    Average: 8.6
    8.4
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Unbxd
    Company Website
    Year Founded
    2010
    HQ Location
    205 W 37th Street, New York 10018, USA
    Twitter
    @Unbxd
    813 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    201 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Netcore Unbxd is an AI-powered product discovery platform consistently recognized as a leader by independent analysts. Named a Leader in Gartner’s 2025 Magic Quadrant™ for Commerce Search and Product

Users
No information available
Industries
  • Retail
  • Apparel & Fashion
Market Segment
  • 57% Mid-Market
  • 25% Small-Business
Netcore Unbxd Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
17
Ease of Use
12
Search Efficiency
10
Customization
9
Easy Integrations
9
Cons
Integration Issues
5
Time-Consuming
5
Delays
4
Difficult Implementation
4
Process Improvement
4
Netcore Unbxd features and usability ratings that predict user satisfaction
8.5
Ranking and Relevancy
Average: 8.8
8.1
Stemming
Average: 8.6
7.9
Personalization
Average: 8.6
8.4
Ease of Use
Average: 8.8
Seller Details
Seller
Unbxd
Company Website
Year Founded
2010
HQ Location
205 W 37th Street, New York 10018, USA
Twitter
@Unbxd
813 Twitter followers
LinkedIn® Page
www.linkedin.com
201 employees on LinkedIn®
(20)4.9 out of 5
6th Easiest To Use in E-Commerce Search software
Save to My Lists
Entry Level Price:Starting at $29.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Boost AI Search & Discovery - Turn Browsing into Buying with Smarter Product Discovery Boost empowers Shopify merchants to deliver lightning-fast, highly relevant shopping experiences through A

    Users
    No information available
    Industries
    • Apparel & Fashion
    Market Segment
    • 80% Small-Business
    • 20% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Boost AI Search & Discovery Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    14
    Ease of Use
    9
    Speed
    5
    Customer Satisfaction
    4
    Artificial Intelligence
    3
    Cons
    Difficult Implementation
    3
    Search Functionality Issues
    2
    Difficult Configuration
    1
    Difficult Setup
    1
    Limited Customization
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Boost AI Search & Discovery features and usability ratings that predict user satisfaction
    9.4
    Ranking and Relevancy
    Average: 8.8
    9.0
    Stemming
    Average: 8.6
    9.3
    Personalization
    Average: 8.6
    8.8
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2022
    HQ Location
    Boston, MA
    Twitter
    @clearer_io
    176 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    166 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Boost AI Search & Discovery - Turn Browsing into Buying with Smarter Product Discovery Boost empowers Shopify merchants to deliver lightning-fast, highly relevant shopping experiences through A

Users
No information available
Industries
  • Apparel & Fashion
Market Segment
  • 80% Small-Business
  • 20% Mid-Market
Boost AI Search & Discovery Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
14
Ease of Use
9
Speed
5
Customer Satisfaction
4
Artificial Intelligence
3
Cons
Difficult Implementation
3
Search Functionality Issues
2
Difficult Configuration
1
Difficult Setup
1
Limited Customization
1
Boost AI Search & Discovery features and usability ratings that predict user satisfaction
9.4
Ranking and Relevancy
Average: 8.8
9.0
Stemming
Average: 8.6
9.3
Personalization
Average: 8.6
8.8
Ease of Use
Average: 8.8
Seller Details
Year Founded
2022
HQ Location
Boston, MA
Twitter
@clearer_io
176 Twitter followers
LinkedIn® Page
www.linkedin.com
166 employees on LinkedIn®
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Nosto is an AI-driven Commerce Experience Platform (CXP) that enables brands to increase sales and customer lifetime value through personalized shopping experiences. Our comprehensive platforms offer

    Users
    • Marketing Manager
    Industries
    • Retail
    • Apparel & Fashion
    Market Segment
    • 49% Small-Business
    • 45% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Nosto Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Features
    15
    Customer Support
    11
    Personalization
    11
    Recommendation Systems
    11
    Recommendations System
    10
    Cons
    Difficult Learning
    5
    Learning Curve
    4
    Missing Features
    4
    Expensive
    3
    Feature Limitations
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Nosto features and usability ratings that predict user satisfaction
    8.3
    Ranking and Relevancy
    Average: 8.8
    7.9
    Stemming
    Average: 8.6
    8.8
    Personalization
    Average: 8.6
    8.4
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2013
    HQ Location
    Helsinki, Southern Finland
    Twitter
    @NostoSolutions
    2,408 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    180 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Nosto is an AI-driven Commerce Experience Platform (CXP) that enables brands to increase sales and customer lifetime value through personalized shopping experiences. Our comprehensive platforms offer

Users
  • Marketing Manager
Industries
  • Retail
  • Apparel & Fashion
Market Segment
  • 49% Small-Business
  • 45% Mid-Market
Nosto Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Features
15
Customer Support
11
Personalization
11
Recommendation Systems
11
Recommendations System
10
Cons
Difficult Learning
5
Learning Curve
4
Missing Features
4
Expensive
3
Feature Limitations
3
Nosto features and usability ratings that predict user satisfaction
8.3
Ranking and Relevancy
Average: 8.8
7.9
Stemming
Average: 8.6
8.8
Personalization
Average: 8.6
8.4
Ease of Use
Average: 8.8
Seller Details
Company Website
Year Founded
2013
HQ Location
Helsinki, Southern Finland
Twitter
@NostoSolutions
2,408 Twitter followers
LinkedIn® Page
www.linkedin.com
180 employees on LinkedIn®
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Syte is the world’s first product discovery platform. Powered by visual AI, we’re spearheading the evolution of eCommerce by enabling brands and retailers to seamlessly connect shoppers with products

    Users
    No information available
    Industries
    • Retail
    • Apparel & Fashion
    Market Segment
    • 41% Enterprise
    • 38% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Syte Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    2
    Efficiency
    2
    Experience
    2
    Speed
    2
    Accuracy
    1
    Cons
    Bugs
    1
    Data Management Issues
    1
    Feature Deficiency
    1
    Improvement Needed
    1
    Lack of Customization
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Syte features and usability ratings that predict user satisfaction
    8.6
    Ranking and Relevancy
    Average: 8.8
    8.5
    Stemming
    Average: 8.6
    8.2
    Personalization
    Average: 8.6
    9.0
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Syte
    Year Founded
    2015
    HQ Location
    Tel Aviv
    Twitter
    @SyteAI
    713 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    87 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Syte is the world’s first product discovery platform. Powered by visual AI, we’re spearheading the evolution of eCommerce by enabling brands and retailers to seamlessly connect shoppers with products

Users
No information available
Industries
  • Retail
  • Apparel & Fashion
Market Segment
  • 41% Enterprise
  • 38% Mid-Market
Syte Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
2
Efficiency
2
Experience
2
Speed
2
Accuracy
1
Cons
Bugs
1
Data Management Issues
1
Feature Deficiency
1
Improvement Needed
1
Lack of Customization
1
Syte features and usability ratings that predict user satisfaction
8.6
Ranking and Relevancy
Average: 8.8
8.5
Stemming
Average: 8.6
8.2
Personalization
Average: 8.6
9.0
Ease of Use
Average: 8.8
Seller Details
Seller
Syte
Year Founded
2015
HQ Location
Tel Aviv
Twitter
@SyteAI
713 Twitter followers
LinkedIn® Page
www.linkedin.com
87 employees on LinkedIn®