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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
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Best E-Commerce Search Software At A Glance

Highest Performer:
Easiest to Use:
Top Trending:
Best Free Software:
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Easiest to Use:
Top Trending:
Best Free Software:

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.

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96 Listings in E-Commerce Search Available
(1,236)4.8 out of 5
Optimized for quick response
1st Easiest To Use in E-Commerce Search software
View top Consulting Services for Insider One
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Insider One is the #1 platform that brings everything marketing and customer engagement teams need in one place so they can reach their peak potential and become unstoppable. With AI at its core a

    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 One 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
    255
    Ease of Use
    243
    Personalization
    211
    Engagement
    210
    Automation
    184
    Cons
    Learning Curve
    96
    Time-Consuming
    44
    Difficult Learning
    41
    Poor Customer Support
    40
    Integration Issues
    39
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Insider One features and usability ratings that predict user satisfaction
    9.7
    Ranking and Relevancy
    Average: 8.9
    9.6
    Stemming
    Average: 8.6
    9.5
    Personalization
    Average: 8.7
    9.4
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2012
    HQ Location
    Global
    Twitter
    @insiderone
    1 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,549 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Insider One is the #1 platform that brings everything marketing and customer engagement teams need in one place so they can reach their peak potential and become unstoppable. With AI at its core a

Users
  • Digital Marketing Specialist
  • Digital Marketing Manager
Industries
  • Retail
  • Apparel & Fashion
Market Segment
  • 46% Mid-Market
  • 28% Small-Business
Insider One 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
255
Ease of Use
243
Personalization
211
Engagement
210
Automation
184
Cons
Learning Curve
96
Time-Consuming
44
Difficult Learning
41
Poor Customer Support
40
Integration Issues
39
Insider One features and usability ratings that predict user satisfaction
9.7
Ranking and Relevancy
Average: 8.9
9.6
Stemming
Average: 8.6
9.5
Personalization
Average: 8.7
9.4
Ease of Use
Average: 8.9
Seller Details
Company Website
Year Founded
2012
HQ Location
Global
Twitter
@insiderone
1 Twitter followers
LinkedIn® Page
www.linkedin.com
1,549 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:€49.00
  • 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
    46
    Ease of Use
    37
    Search Functionality
    35
    Helpful
    29
    Easy Integrations
    28
    Cons
    Expensive
    22
    Pricing Issues
    8
    Search Functionality Issues
    7
    Feature Deficiency
    6
    High Learning Curve
    6
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Doofinder features and usability ratings that predict user satisfaction
    8.9
    Ranking and Relevancy
    Average: 8.9
    8.8
    Stemming
    Average: 8.6
    8.7
    Personalization
    Average: 8.7
    9.2
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Doofinder
    Company Website
    Year Founded
    2010
    HQ Location
    Madrid, Comunidad de Madrid
    Twitter
    @doofinder
    2,562 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
46
Ease of Use
37
Search Functionality
35
Helpful
29
Easy Integrations
28
Cons
Expensive
22
Pricing Issues
8
Search Functionality Issues
7
Feature Deficiency
6
High Learning Curve
6
Doofinder features and usability ratings that predict user satisfaction
8.9
Ranking and Relevancy
Average: 8.9
8.8
Stemming
Average: 8.6
8.7
Personalization
Average: 8.7
9.2
Ease of Use
Average: 8.9
Seller Details
Seller
Doofinder
Company Website
Year Founded
2010
HQ Location
Madrid, Comunidad de Madrid
Twitter
@doofinder
2,562 Twitter followers
LinkedIn® Page
www.linkedin.com
190 employees on LinkedIn®

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(411)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 Functionality
    145
    Search Efficiency
    144
    Ease of Use
    132
    Customer Support
    91
    Helpful
    89
    Cons
    Expensive
    25
    Difficult Implementation
    17
    Setup Difficulty
    17
    Learning Curve
    16
    Search Functionality
    15
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Luigi's Box features and usability ratings that predict user satisfaction
    9.0
    Ranking and Relevancy
    Average: 8.9
    9.0
    Stemming
    Average: 8.6
    8.9
    Personalization
    Average: 8.7
    9.1
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2016
    HQ Location
    Bratislava
    Twitter
    @LuigisBox
    180 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    140 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 Functionality
145
Search Efficiency
144
Ease of Use
132
Customer Support
91
Helpful
89
Cons
Expensive
25
Difficult Implementation
17
Setup Difficulty
17
Learning Curve
16
Search Functionality
15
Luigi's Box features and usability ratings that predict user satisfaction
9.0
Ranking and Relevancy
Average: 8.9
9.0
Stemming
Average: 8.6
8.9
Personalization
Average: 8.7
9.1
Ease of Use
Average: 8.9
Seller Details
Company Website
Year Founded
2016
HQ Location
Bratislava
Twitter
@LuigisBox
180 Twitter followers
LinkedIn® Page
www.linkedin.com
140 employees on LinkedIn®
(447)4.5 out of 5
Optimized for quick response
8th 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
    • Retail
    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
    74
    Search Efficiency
    64
    Speed
    40
    Search Speed
    39
    Efficiency
    37
    Cons
    Expensive
    35
    Limitations
    22
    High Learning Curve
    21
    Search Functionality Issues
    19
    Learning Difficulty
    18
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Algolia features and usability ratings that predict user satisfaction
    8.4
    Ranking and Relevancy
    Average: 8.9
    7.9
    Stemming
    Average: 8.6
    7.7
    Personalization
    Average: 8.7
    8.6
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2012
    HQ Location
    San Francisco, CA
    Twitter
    @algolia
    25,575 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    847 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
  • Retail
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
74
Search Efficiency
64
Speed
40
Search Speed
39
Efficiency
37
Cons
Expensive
35
Limitations
22
High Learning Curve
21
Search Functionality Issues
19
Learning Difficulty
18
Algolia features and usability ratings that predict user satisfaction
8.4
Ranking and Relevancy
Average: 8.9
7.9
Stemming
Average: 8.6
7.7
Personalization
Average: 8.7
8.6
Ease of Use
Average: 8.9
Seller Details
Company Website
Year Founded
2012
HQ Location
San Francisco, CA
Twitter
@algolia
25,575 Twitter followers
LinkedIn® Page
www.linkedin.com
847 employees on LinkedIn®
(79)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
    • 85% Small-Business
    • 13% 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
    23
    Search Quality
    17
    User Experience
    17
    Customization
    16
    Search Speed
    14
    Cons
    Search Functionality Issues
    9
    Limited Customization
    6
    High Learning Curve
    5
    Feature Deficiency
    4
    Expensive
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Searchanise features and usability ratings that predict user satisfaction
    9.2
    Ranking and Relevancy
    Average: 8.9
    9.0
    Stemming
    Average: 8.6
    8.8
    Personalization
    Average: 8.7
    9.3
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2012
    HQ Location
    San Francisco, California
    Twitter
    @searchanise
    1,143 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    26 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
  • 85% Small-Business
  • 13% 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
23
Search Quality
17
User Experience
17
Customization
16
Search Speed
14
Cons
Search Functionality Issues
9
Limited Customization
6
High Learning Curve
5
Feature Deficiency
4
Expensive
3
Searchanise features and usability ratings that predict user satisfaction
9.2
Ranking and Relevancy
Average: 8.9
9.0
Stemming
Average: 8.6
8.8
Personalization
Average: 8.7
9.3
Ease of Use
Average: 8.9
Seller Details
Year Founded
2012
HQ Location
San Francisco, California
Twitter
@searchanise
1,143 Twitter followers
LinkedIn® Page
www.linkedin.com
26 employees on LinkedIn®
(943)4.4 out of 5
Optimized for quick response
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 Manager
    • Marketing Coordinator
    Industries
    • Financial Services
    • Hospital & Health Care
    Market Segment
    • 39% Enterprise
    • 32% 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 streamline the process of updating business information across various online listings, supporting SEO efforts and enhancing customer engagement.
    • Reviewers frequently mention the ease of managing multiple locations, the user-friendly interface, the ability to plan social media posts in advance, and the convenience of having all reviews in one place.
    • Users mentioned issues with the mobile app, difficulties in making changes to listings, slow approval times for social media posts, and some challenges with the initial setup process.
  • 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
    306
    Helpful
    173
    Centralized Management
    168
    Customer Support
    168
    Features
    151
    Cons
    Complex Usability
    80
    Learning Curve
    75
    Difficult Learning
    74
    Poor Customer Support
    66
    Difficult Navigation
    62
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Yext features and usability ratings that predict user satisfaction
    8.0
    Ranking and Relevancy
    Average: 8.9
    7.5
    Stemming
    Average: 8.6
    7.9
    Personalization
    Average: 8.7
    8.5
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Yext
    Company Website
    Year Founded
    2006
    HQ Location
    New York
    Twitter
    @yext
    21,914 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,366 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 Manager
  • Marketing Coordinator
Industries
  • Financial Services
  • Hospital & Health Care
Market Segment
  • 39% Enterprise
  • 32% 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 streamline the process of updating business information across various online listings, supporting SEO efforts and enhancing customer engagement.
  • Reviewers frequently mention the ease of managing multiple locations, the user-friendly interface, the ability to plan social media posts in advance, and the convenience of having all reviews in one place.
  • Users mentioned issues with the mobile app, difficulties in making changes to listings, slow approval times for social media posts, and some challenges with the initial setup process.
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
306
Helpful
173
Centralized Management
168
Customer Support
168
Features
151
Cons
Complex Usability
80
Learning Curve
75
Difficult Learning
74
Poor Customer Support
66
Difficult Navigation
62
Yext features and usability ratings that predict user satisfaction
8.0
Ranking and Relevancy
Average: 8.9
7.5
Stemming
Average: 8.6
7.9
Personalization
Average: 8.7
8.5
Ease of Use
Average: 8.9
Seller Details
Seller
Yext
Company Website
Year Founded
2006
HQ Location
New York
Twitter
@yext
21,914 Twitter followers
LinkedIn® Page
www.linkedin.com
2,366 employees on LinkedIn®
(717)4.6 out of 5
Optimized for quick response
13th Easiest To Use in E-Commerce Search software
View top Consulting Services for Bloomreach
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
    • Marketing and Advertising
    Market Segment
    • 49% 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 digital marketing platform that offers features such as AI-driven search, merchandising, personalization, and customer data management.
    • Reviewers frequently mention the platform's intuitive interface, robust AI features, seamless integration, and the prompt and detailed support from the tech team.
    • Users mentioned that the platform can be complex to set up, has a steep learning curve for new users, and requires technical resources or consulting partners for initial setup and integration.
  • 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
    96
    Customer Support
    88
    Helpful
    87
    Features
    85
    Customer Engagement
    67
    Cons
    Learning Curve
    77
    Limited Features
    53
    Learning Difficulty
    52
    Missing Features
    49
    Difficult Learning
    40
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Bloomreach features and usability ratings that predict user satisfaction
    9.0
    Ranking and Relevancy
    Average: 8.9
    8.9
    Stemming
    Average: 8.6
    8.9
    Personalization
    Average: 8.7
    8.3
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2009
    HQ Location
    Mountain View, CA
    Twitter
    @bloomreach_tm
    10,474 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,105 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
  • Marketing and Advertising
Market Segment
  • 49% 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 digital marketing platform that offers features such as AI-driven search, merchandising, personalization, and customer data management.
  • Reviewers frequently mention the platform's intuitive interface, robust AI features, seamless integration, and the prompt and detailed support from the tech team.
  • Users mentioned that the platform can be complex to set up, has a steep learning curve for new users, and requires technical resources or consulting partners for initial setup and integration.
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
96
Customer Support
88
Helpful
87
Features
85
Customer Engagement
67
Cons
Learning Curve
77
Limited Features
53
Learning Difficulty
52
Missing Features
49
Difficult Learning
40
Bloomreach features and usability ratings that predict user satisfaction
9.0
Ranking and Relevancy
Average: 8.9
8.9
Stemming
Average: 8.6
8.9
Personalization
Average: 8.7
8.3
Ease of Use
Average: 8.9
Seller Details
Company Website
Year Founded
2009
HQ Location
Mountain View, CA
Twitter
@bloomreach_tm
10,474 Twitter followers
LinkedIn® Page
www.linkedin.com
1,105 employees on LinkedIn®
(43)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
    • 44% Enterprise
    • 42% 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 Satisfaction
    9
    Customer Support
    9
    Experience
    8
    Ease of Use
    7
    Continuous Improvement
    5
    Cons
    Feature Deficiency
    3
    Analytics Issues
    2
    Delays
    2
    Difficult Implementation
    2
    High Learning Curve
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Constructor features and usability ratings that predict user satisfaction
    9.7
    Ranking and Relevancy
    Average: 8.9
    9.1
    Stemming
    Average: 8.6
    8.5
    Personalization
    Average: 8.7
    9.5
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2015
    HQ Location
    SAN FRANCISCO, CA
    Twitter
    @constructor_io
    258 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,115 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
  • 44% Enterprise
  • 42% 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 Satisfaction
9
Customer Support
9
Experience
8
Ease of Use
7
Continuous Improvement
5
Cons
Feature Deficiency
3
Analytics Issues
2
Delays
2
Difficult Implementation
2
High Learning Curve
2
Constructor features and usability ratings that predict user satisfaction
9.7
Ranking and Relevancy
Average: 8.9
9.1
Stemming
Average: 8.6
8.5
Personalization
Average: 8.7
9.5
Ease of Use
Average: 8.9
Seller Details
Company Website
Year Founded
2015
HQ Location
SAN FRANCISCO, CA
Twitter
@constructor_io
258 Twitter followers
LinkedIn® Page
www.linkedin.com
1,115 employees on LinkedIn®
(145)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
    • Computer Software
    Market Segment
    • 52% Enterprise
    • 38% 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
    Search Efficiency
    26
    Ease of Use
    25
    Search Functionality
    18
    Helpful
    17
    AI Technology
    16
    Cons
    Learning Curve
    13
    Difficult Learning
    11
    Learning Difficulty
    10
    High Learning Curve
    8
    Poor Customer Support
    8
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Coveo features and usability ratings that predict user satisfaction
    9.2
    Ranking and Relevancy
    Average: 8.9
    8.9
    Stemming
    Average: 8.6
    9.1
    Personalization
    Average: 8.7
    8.1
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2005
    HQ Location
    Quebec City, Canada
    Twitter
    @coveo
    4,321 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    857 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
  • Computer Software
Market Segment
  • 52% Enterprise
  • 38% 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
Search Efficiency
26
Ease of Use
25
Search Functionality
18
Helpful
17
AI Technology
16
Cons
Learning Curve
13
Difficult Learning
11
Learning Difficulty
10
High Learning Curve
8
Poor Customer Support
8
Coveo features and usability ratings that predict user satisfaction
9.2
Ranking and Relevancy
Average: 8.9
8.9
Stemming
Average: 8.6
9.1
Personalization
Average: 8.7
8.1
Ease of Use
Average: 8.9
Seller Details
Company Website
Year Founded
2005
HQ Location
Quebec City, Canada
Twitter
@coveo
4,321 Twitter followers
LinkedIn® Page
www.linkedin.com
857 employees on LinkedIn®
(219)4.5 out of 5
Optimized for quick response
9th 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
    • Ecommerce Manager
    Industries
    • Retail
    • Apparel & Fashion
    Market Segment
    • 52% 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
    47
    Customer Support
    44
    Ease of Use
    43
    Search Functionality
    38
    Merchandising
    26
    Cons
    Feature Deficiency
    15
    Missing Features
    12
    Expensive
    10
    Lack of Customization
    9
    Limited Features
    9
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Athos Commerce features and usability ratings that predict user satisfaction
    8.4
    Ranking and Relevancy
    Average: 8.9
    8.1
    Stemming
    Average: 8.6
    8.2
    Personalization
    Average: 8.7
    8.7
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    HQ Location
    San Antonio, Texas
    Twitter
    @SearchSpring
    2,282 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    281 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
  • Ecommerce Manager
Industries
  • Retail
  • Apparel & Fashion
Market Segment
  • 52% 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
47
Customer Support
44
Ease of Use
43
Search Functionality
38
Merchandising
26
Cons
Feature Deficiency
15
Missing Features
12
Expensive
10
Lack of Customization
9
Limited Features
9
Athos Commerce features and usability ratings that predict user satisfaction
8.4
Ranking and Relevancy
Average: 8.9
8.1
Stemming
Average: 8.6
8.2
Personalization
Average: 8.7
8.7
Ease of Use
Average: 8.9
Seller Details
Company Website
HQ Location
San Antonio, Texas
Twitter
@SearchSpring
2,282 Twitter followers
LinkedIn® Page
www.linkedin.com
281 employees on LinkedIn®
(22)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
    • 73% Small-Business
    • 18% 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
    19
    Ease of Use
    12
    Helpful
    7
    Speed
    6
    Customer Satisfaction
    4
    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: 8.9
    9.0
    Stemming
    Average: 8.6
    9.3
    Personalization
    Average: 8.7
    8.8
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2022
    HQ Location
    Boston, MA
    Twitter
    @clearer_io
    173 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    165 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
  • 73% Small-Business
  • 18% 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
19
Ease of Use
12
Helpful
7
Speed
6
Customer Satisfaction
4
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: 8.9
9.0
Stemming
Average: 8.6
9.3
Personalization
Average: 8.7
8.8
Ease of Use
Average: 8.9
Seller Details
Year Founded
2022
HQ Location
Boston, MA
Twitter
@clearer_io
173 Twitter followers
LinkedIn® Page
www.linkedin.com
165 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
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • ExpertRec 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
    Customizable Search
    3
    Customization
    3
    Search Technology
    3
    Customer Support
    2
    Helpful
    2
    Cons
    High Learning Curve
    2
    Backend Issues
    1
    Improvement Needed
    1
    Learning Difficulty
    1
    Limitations
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • ExpertRec features and usability ratings that predict user satisfaction
    10.0
    Ranking and Relevancy
    Average: 8.9
    0.0
    No information available
    9.2
    Personalization
    Average: 8.7
    9.8
    Ease of Use
    Average: 8.9
  • 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
    12 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 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
Customizable Search
3
Customization
3
Search Technology
3
Customer Support
2
Helpful
2
Cons
High Learning Curve
2
Backend Issues
1
Improvement Needed
1
Learning Difficulty
1
Limitations
1
ExpertRec features and usability ratings that predict user satisfaction
10.0
Ranking and Relevancy
Average: 8.9
0.0
No information available
9.2
Personalization
Average: 8.7
9.8
Ease of Use
Average: 8.9
Seller Details
Seller
Expertrec
Year Founded
2014
HQ Location
Bengaluru, IN
Twitter
@Expertrec1
20 Twitter followers
LinkedIn® Page
www.linkedin.com
12 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: 8.9
    7.9
    Stemming
    Average: 8.6
    8.8
    Personalization
    Average: 8.7
    8.4
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2013
    HQ Location
    Helsinki, Southern Finland
    Twitter
    @NostoSolutions
    2,406 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    155 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: 8.9
7.9
Stemming
Average: 8.6
8.8
Personalization
Average: 8.7
8.4
Ease of Use
Average: 8.9
Seller Details
Company Website
Year Founded
2013
HQ Location
Helsinki, Southern Finland
Twitter
@NostoSolutions
2,406 Twitter followers
LinkedIn® Page
www.linkedin.com
155 employees on LinkedIn®
(68)4.4 out of 5
15th 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: 8.9
    8.1
    Stemming
    Average: 8.6
    7.9
    Personalization
    Average: 8.7
    8.4
    Ease of Use
    Average: 8.9
  • 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
    811 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    203 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: 8.9
8.1
Stemming
Average: 8.6
7.9
Personalization
Average: 8.7
8.4
Ease of Use
Average: 8.9
Seller Details
Seller
Unbxd
Company Website
Year Founded
2010
HQ Location
205 W 37th Street, New York 10018, USA
Twitter
@Unbxd
811 Twitter followers
LinkedIn® Page
www.linkedin.com
203 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
    Communication
    1
    Continuous Improvement
    1
    Customer Satisfaction
    1
    Ease of Use
    1
    Efficiency
    1
    Cons
    Data Management Issues
    1
    Improvement Needed
    1
    Lack of Customization
    1
    Lack of Resources
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Syte features and usability ratings that predict user satisfaction
    8.6
    Ranking and Relevancy
    Average: 8.9
    8.5
    Stemming
    Average: 8.6
    8.2
    Personalization
    Average: 8.7
    9.0
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Syte
    Year Founded
    2015
    HQ Location
    Tel Aviv
    Twitter
    @SyteAI
    708 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    78 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
Communication
1
Continuous Improvement
1
Customer Satisfaction
1
Ease of Use
1
Efficiency
1
Cons
Data Management Issues
1
Improvement Needed
1
Lack of Customization
1
Lack of Resources
1
Syte features and usability ratings that predict user satisfaction
8.6
Ranking and Relevancy
Average: 8.9
8.5
Stemming
Average: 8.6
8.2
Personalization
Average: 8.7
9.0
Ease of Use
Average: 8.9
Seller Details
Seller
Syte
Year Founded
2015
HQ Location
Tel Aviv
Twitter
@SyteAI
708 Twitter followers
LinkedIn® Page
www.linkedin.com
78 employees on LinkedIn®