# Best E-Merchandising Software

*By [Subhransu Sahu](https://research.g2.com/insights/author/subhransu-sahu)*


E-merchandising, or e-commerce or digital merchandising, is the process of choosing the right product or service in the right placement with the right content in a way to increase sales. In the same way that brick-and-mortar businesses strategically display products, e-merchandising software works to strategically display products on a website to best promote them to buyers (who will, hopefully, become repeat customers). Successful e-merchandising will ensure high customer engagement, low site or shopping cart abandonment, and quality customer conversions. E-merchandising takes cues from traditional product marketing and merchandising. E-merchandising depends on analytics from various touchpoints to deliver a personalized, individualized experience in order to increase engagement, sales, and customer satisfaction. E-merchandising software typically integrates with e-commerce platforms, web content management, inventory management, point of sale (POS), and customer relationship management (CRM) systems.

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

- Collect data on customers for future alignment of products/services to customer preferences
- Apply real-time data to recommend other purchases complementary to the current product the buyer is perusing
- Have a functional search bar/option
- Facilitate collaboration between different departments or teams within the e-commerce business
- Integrate with payment gateways





## Top E-Merchandising Software at a Glance
| # | Product | Rating | Best For | What Users Say |
|---|---------|--------|----------|----------------|
| 1 | [Adobe Commerce (formerly Magento Commerce)](https://www.g2.com/products/adobe-commerce-formerly-magento-commerce/reviews) | 4.0/5.0 (592 reviews) | Multi-storefront catalog merchandising with deep customization | "[Solid E-commerce Platform, but Requires Developer Support](https://www.g2.com/survey_responses/adobe-commerce-formerly-magento-commerce-review-12838099)" |
| 2 | [Salesforce B2C Commerce](https://www.g2.com/products/salesforce-b2c-commerce/reviews) | 4.3/5.0 (559 reviews) | Salesforce-native storefront merchandising and promotions | "[Reliable and Scalable Ecommerce with Salesforce B2C Commerce](https://www.g2.com/survey_responses/salesforce-b2c-commerce-review-12711370)" |
| 3 | [Luigi&#39;s Box](https://www.g2.com/products/luigi-s-box/reviews) | 4.8/5.0 (421 reviews) | AI-powered onsite search and product discovery | "[Fast, Intuitive Search That Boosted Sales—Luigi&#39;s Box Was Worth the Price](https://www.g2.com/survey_responses/luigi-s-box-review-12691340)" |
| 4 | [Experro](https://www.g2.com/products/experro/reviews) | 4.8/5.0 (48 reviews) | AI-powered search, merchandising, and personalization | "[Transforms Digital Experiences with Speed and Precision](https://www.g2.com/survey_responses/experro-review-12434068)" |
| 5 | [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) | 4.6/5.0 (762 reviews) | AI-driven search and catalog merchandising | "[A Powerful Tool With a Big Learning Curve](https://www.g2.com/survey_responses/bloomreach-review-12980606)" |
| 6 | [edrone](https://www.g2.com/products/edrone/reviews) | 4.8/5.0 (237 reviews) | E-commerce automation with abandoned-cart recovery | "[Smart Marketing Automation Platform](https://www.g2.com/survey_responses/edrone-review-12209118)" |
| 7 | [Elastic Suite](https://www.g2.com/products/elastic-suite/reviews) | 4.7/5.0 (39 reviews) | Wholesale catalog merchandising with visual assortment whiteboards | "[Intuitive, Quick and Easy](https://www.g2.com/survey_responses/elastic-suite-review-12068302)" |
| 8 | [Constructor](https://www.g2.com/products/constructor-io-constructor/reviews) | 4.8/5.0 (58 reviews) | AI-driven searchandizing with automated relevance ranking | "[Great search tool with measurable business impact and a great partner](https://www.g2.com/survey_responses/constructor-review-12213509)" |
| 9 | [Tagalys](https://www.g2.com/products/tagalys/reviews) | 4.8/5.0 (121 reviews) | Rule-based collection sorting and searchandising for Shopify | "[An outstanding team delivering an excellent solution, I’d recommend them to any client.](https://www.g2.com/survey_responses/tagalys-review-11577483)" |
| 10 | [Salesforce B2B Commerce](https://www.g2.com/products/salesforce-b2b-commerce/reviews) | 4.4/5.0 (285 reviews) | CRM-native B2B storefront and order automation | "[Streamlined, Customizable B2B Buying Experience with Salesforce B2B Commerce](https://www.g2.com/survey_responses/salesforce-b2b-commerce-review-12794576)" |

---
## What Are the Most Common Questions About E-Merchandising Software?
*AI-generated · Last updated: May 26, 2026*
### Which E-Merchandising platforms require significant technical expertise and custom coding for advanced personalization?
Based on G2 reviews, several E-Merchandising platforms are praised for powerful customization but also described as demanding more technical skill for advanced personalization. According to verified users, Adobe Commerce often requires specialized developers for complex implementations, custom integrations, and performance tuning. G2 reviewers mention Bloomreach can deliver strong personalization, but advanced features and custom integrations take time to learn. Algolia is also described as highly configurable, though reviewers note that ranking strategies and advanced setup can be complex. Constructor and Experro receive positive feedback for sophisticated merchandising and personalization, but users still mention an upfront learning curve when configuring richer use cases and optimization workflows.


### What highest rated E-Merchandising for connecting customers with products through intelligent discovery and personalization?
Based on G2 reviews, Luigi&#39;s Box stands out for connecting customers with products through intelligent discovery and personalization. According to verified users, reviewers consistently highlight intuitive search, relevant autocomplete, smart recommendations, and easy-to-use analytics that help shoppers find products faster. G2 reviewers mention improved navigation, fewer hard-to-find items, stronger search relevance, and a smoother customer journey across ecommerce sites. Users also describe the platform as easy to implement and manage, with helpful onboarding and support. While some reviewers note limits around advanced scenarios or exports, the overall feedback emphasizes practical product discovery improvements that help merchandising teams guide shoppers toward relevant results with less manual effort.


### What E-Merchandising tools unifying content, personalization, and search for connected customer journeys in enterprise environments?
Based on G2 reviews, several platforms are described as strong fits for enterprise teams that want to unify content, personalization, and search. According to verified users, Adobe Commerce is often used to connect commerce with content workflows, large catalogs, multiple storefronts, and integrations across CRM, ERP, and Adobe tools. G2 reviewers mention Bloomreach for combining AI-driven search, personalization, recommendations, and content or campaign management in one environment. Experro is also noted for pairing search, merchandising, personalization, and no-code content management for tailored digital experiences. Users describe these tools as especially useful when organizations need connected customer journeys across channels, though enterprise buyers should expect some setup, governance, and learning curve considerations.


### What E-Merchandising platforms retail merchandisers stick with after rollout past initial deployment and onboarding?
Based on G2 reviews, retail merchandisers tend to stay with platforms that continue to reduce manual work after launch and remain manageable day to day. According to verified users, Luigi&#39;s Box is often described as stable, easy to learn, and valuable for ongoing search optimization. G2 reviewers mention Tagalys for streamlined merchandising, automation, and strong support that continues beyond onboarding. Hawksearch is also praised for daily usability, responsive support, and tools that help teams maintain searchandising workflows over time. Reviews suggest long-term satisfaction is strongest when the platform keeps improving product discovery, offers reliable support, and lets merchandisers make changes without needing constant developer involvement.


### What top E-Merchandising for product managers optimizing product findability and customer conversion across channels?
Based on G2 reviews, product managers often favor platforms that improve findability while supporting merchandising across web, app, and other digital touchpoints. According to verified users, Constructor is valued for personalized search, browse, recommendations, and rapid experimentation that help teams optimize relevance at scale. G2 reviewers mention Bloomreach for AI-driven search, product discovery, and merchandising controls that support faster optimization and stronger customer journeys. Algolia is also frequently praised for fast, relevant search, typo tolerance, and flexible ranking controls that improve product discovery. Across reviews, the strongest options are the ones that combine relevance, operational control, and analytics so teams can adjust discovery experiences as customer behavior changes.

**Here are some of the top-rated products on G2:**

- [Adobe Commerce (formerly Magento Commerce)](https://www.g2.com/products/adobe-commerce-formerly-magento-commerce/reviews) – suited for complex catalogs, multi-store operations, and integrated commerce workflows
- [Luigi&#39;s Box](https://www.g2.com/products/luigi-s-box/reviews) – helpful for intuitive search, analytics, and faster product discovery in ecommerce stores
- [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) – used for AI-driven search, merchandising, and personalization across digital experiences


### What most trusted E-Merchandising by product managers and e-commerce leaders driving conversion growth based on user reviews?
Based on G2 reviews, trust tends to come from platforms that consistently improve product discovery while giving teams enough control to manage merchandising decisions. According to verified users, Adobe Commerce is trusted for enterprise-scale catalog management, integrations, and personalized commerce workflows. G2 reviewers mention Luigi&#39;s Box for reliable search, easy administration, and analytics that help teams improve navigation and conversion. Bloomreach is frequently recognized for personalization, AI-driven search, and recommendation capabilities that support smarter decision-making. Across the category, users most often trust vendors that combine stable performance, useful support, and measurable improvements in relevance, efficiency, and customer experience rather than tools that rely on heavy manual intervention after deployment.


### What is the best E-Merchandising platforms for e-commerce managers delivering personalized customer experiences at scale?
Based on G2 reviews, Adobe Commerce is a strong choice for e-commerce managers delivering personalized customer experiences at scale. According to verified users, it supports large catalogs, multiple storefronts, advanced segmentation, and integrations with CRM, ERP, and broader commerce systems. G2 reviewers mention that teams use it to manage personalized campaigns, targeted catalogs, product recommendations, and complex B2B and B2C experiences from a centralized platform. Reviewers also highlight scalability and flexibility for growing operations, although some note that advanced customization and implementation can require more technical resources. For organizations that need enterprise-level control and broad commerce functionality, Adobe Commerce is repeatedly described as a dependable option.


### How quickly do e-commerce teams see improved conversion rates after implementing E-Merchandising recommendations?
Based on G2 reviews, timing varies, but many users describe seeing benefits relatively early once search, recommendations, or merchandising rules are live. According to verified users, some mention immediate improvements in product discovery, smoother navigation, and less manual work right after implementation. G2 reviewers mention platforms like Tagalys, Constructor, Experro, and Findbar as helping teams surface relevant products faster, improve search relevance, and support better conversion outcomes over time. Reviews also suggest that faster results tend to come when setup is straightforward and teams actively tune synonyms, boosting, recommendations, or campaign rules. More advanced personalization programs may take longer to refine, especially when integrations, catalog cleanup, or rule governance are involved.


### What E-Merchandising platforms enabling product recommendations across omnichannel channels without heavy development work?
Based on G2 reviews, several platforms are described as helping teams launch recommendations across channels without relying heavily on developers for day-to-day changes. According to verified users, Experro stands out for no-code tools that let marketers adjust experiences and recommendations more independently. G2 reviewers mention Tagalys for easy-to-manage merchandising, search, and recommendation workflows that reduce manual effort. Bloomreach is also noted for combining recommendations, personalization, and search in one environment, with users saying setup was manageable for many common use cases. Reviews suggest the easiest tools for leaner teams are the ones with intuitive dashboards, built-in automation, and support teams that help merchants configure recommendation strategies without extensive custom engineering.


### Which E-Merchandising solutions offer AI-powered recommendations and intuitive control for seasonal and promotional needs?
Based on G2 reviews, Bloomreach, Constructor, and Marqo are frequently described as strong options for AI-powered recommendations with practical control for seasonal or promotional merchandising. According to verified users, Bloomreach helps teams use AI-driven search, recommendations, and merchandising rules to support campaigns and optimize category or search experiences. G2 reviewers mention Constructor for personalization, ranking controls, and experimentation that help teams adapt discovery around changing customer intent. Marqo is also praised for pairing AI-driven discovery with merchandising tools like campaign rules and product pinning. Across reviews, the common theme is a balance between automation and control, so teams can surface promoted products without giving up relevance across the rest of the assortment.




## How Many E-Merchandising Software Products Does G2 Track?
**Total Products under this Category:** 132

### Category Stats (Jun 2026)
- **Average Rating**: 4.55/5 (↑0.01 vs May 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product**: Fast Simon (+3.61%) - Among all products in this category, Fast Simon recorded the largest rating increase compared to last month
*Last updated: June 24, 2026*


## How Does G2 Rank E-Merchandising Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 5,800+ Authentic Reviews
- 132+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.


## Which E-Merchandising Software Is Best for Your Use Case?

- **Leader:** [Adobe Commerce (formerly Magento Commerce)](https://www.g2.com/products/adobe-commerce-formerly-magento-commerce/reviews)
- **Highest Performer:** [Luigi&#39;s Box](https://www.g2.com/products/luigi-s-box/reviews)
- **Easiest to Use:** [Luigi&#39;s Box](https://www.g2.com/products/luigi-s-box/reviews)
- **Top Trending:** [Constructor](https://www.g2.com/products/constructor-io-constructor/reviews)
- **Best Free Software:** [Algolia](https://www.g2.com/products/algolia/reviews)


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---

## What Are the Top-Rated E-Merchandising Software Products in 2026?
### 1. [Adobe Commerce (formerly Magento Commerce)](https://www.g2.com/products/adobe-commerce-formerly-magento-commerce/reviews)
Adobe Commerce delivers high-performing, personalized shopping at scale. Delivered as Adobe Commerce as a Cloud Service (ACCS), it boosts conversion with an AI-powered storefront, built-in merchandising, and GenAI-driven content. ACCS supports rapid expansion through multi-site, multi-language, and multi-brand capabilities, handling millions of SKUs, complex catalogs, and custom pricing. Always-on SaaS innovation lowers total cost of ownership by removing upgrade overhead and minimizing maintenance. For brands that want the same performance, personalization, and merchandising benefits without replacing their existing commerce backend, Adobe Commerce Optimizer (ACO) provides a flexible alternative. Powered by Edge Delivery Services, it enables faster conversion, scalability, and personalization—without the need to replatform. Both solutions integrate natively with Adobe Experience Cloud tools like Adobe Target, Adobe Journey Optimizer, and Adobe Real-Time CDP, enabling real-time data activation, personalized marketing, and connected customer journeys.


**Average Rating:** 4.0/5.0
**Total Reviews:** 592
**How Do G2 Users Rate Adobe Commerce (formerly Magento Commerce)?**

- **Integrations:** 7.9/10 (Category avg: 8.6/10)
- **Product Display:** 8.2/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 8.0/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 7.6/10 (Category avg: 9.1/10)

**Who Is the Company Behind Adobe Commerce (formerly Magento Commerce)?**

- **Seller:** [Adobe](https://www.g2.com/sellers/adobe)
- **Company Website:** https://adobe.com
- **Year Founded:** 1982
- **HQ Location:** San Jose, CA
- **Twitter:** @Adobe (956,842 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1480/ (42,087 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Web Developer, Software Engineer
- **Top Industries:** Retail, Information Technology and Services
- **Company Size:** 57% Small-Business, 30% Mid-Market


#### What Are Adobe Commerce (formerly Magento Commerce)'s Pros and Cons?

**Pros:**

- Features (45 reviews)
- Customizability (43 reviews)
- Customization (42 reviews)
- Flexibility (41 reviews)
- Integrations (35 reviews)

**Cons:**

- Learning Curve (30 reviews)
- Developer Dependency (26 reviews)
- Complex Setup (24 reviews)
- Complexity (23 reviews)
- Slow Performance (21 reviews)


### What Do G2 Reviewers Say About Adobe Commerce (formerly Magento Commerce)?
*AI-generated summary from verified user reviews*

**Pros:**

- Users love the **robust performance and flexibility** of Adobe Commerce, enabling seamless customization and scalability for their stores.
- Users value the **flexible customizability** of Adobe Commerce, enabling tailored solutions for unique e-commerce needs.
- Users value the **customization options** in Adobe Commerce, enabling powerful control over their e-commerce experience.
- Users value the **flexibility** of Adobe Commerce, enabling extensive customization and scalability for their online stores.
- Users value the **smooth integration capabilities** of Adobe Commerce, enhancing efficiency with ERP and enterprise systems integration.

**Cons:**

- Users note a challenging **learning curve** with Adobe Commerce, requiring technical knowledge and often dependent on developer support.
- Users note a **high developer dependency** for maintenance and upgrades, making Adobe Commerce challenging for non-technical users.
- Users find the **complex setup** of Adobe Commerce challenging, often requiring technical skills and developer support.
- Users often feel Adobe Commerce has a **complex and costly maintenance process** , requiring significant developer expertise and time.
- Users note that **slow performance** can impact the experience, especially during high traffic spikes.

#### What Are Recent G2 Reviews of Adobe Commerce (formerly Magento Commerce)?

**"[Flexible, Scalable Adobe Commerce with Smooth Store Customization](https://www.g2.com/survey_responses/adobe-commerce-formerly-magento-commerce-review-12832129)"**

**Rating:** 5.0/5.0 stars
*— Muzammil M.*

[Read full review](https://www.g2.com/survey_responses/adobe-commerce-formerly-magento-commerce-review-12832129)

---

**"[Solid E-commerce Platform, but Requires Developer Support](https://www.g2.com/survey_responses/adobe-commerce-formerly-magento-commerce-review-12838099)"**

**Rating:** 4.0/5.0 stars
*— Praney M.*

[Read full review](https://www.g2.com/survey_responses/adobe-commerce-formerly-magento-commerce-review-12838099)

---


#### What Are G2 Users Discussing About Adobe Commerce (formerly Magento Commerce)?

- [What is Adobe Commerce (formerly Magento Commerce) used for?](https://www.g2.com/discussions/what-is-adobe-commerce-formerly-magento-commerce-used-for) - 2 comments, 1 upvote

### 2. [Salesforce B2C Commerce](https://www.g2.com/products/salesforce-b2c-commerce/reviews)
Salesforce B2C Commerce empowers customers to quickly grow profitability. Customers of all sizes can build pixel-perfect experiences and embed commerce into every touchpoint with templates, composability and headless APIs. Meanwhile automated AI helps cut costs and driver merchandiser productivity. By connecting the shopping journey across unified marketing, service and order fulfillment, companies can deliver seamless, personalized experiences across all consumer touchpoints with a single view of the customer. B2C Commerce is the only platform that is trusted to deliver success to our customers every day, every month and every holiday at global scale.


**Average Rating:** 4.3/5.0
**Total Reviews:** 559
**How Do G2 Users Rate Salesforce B2C Commerce?**

- **Integrations:** 9.2/10 (Category avg: 8.6/10)
- **Product Display:** 9.3/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 9.2/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.1/10)

**Who Is the Company Behind Salesforce B2C Commerce?**

- **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce)
- **Company Website:** https://www.salesforce.com/
- **Year Founded:** 1999
- **HQ Location:** San Francisco, CA
- **Twitter:** @salesforce (579,511 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (83,223 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Salesforce Developer, Manager
- **Top Industries:** Retail, Information Technology and Services
- **Company Size:** 40% Mid-Market, 32% Enterprise


#### What Are Salesforce B2C Commerce's Pros and Cons?

**Pros:**

- Ease of Use (52 reviews)
- Features (35 reviews)
- Integrations (35 reviews)
- Personalization (29 reviews)
- Easy Integration (26 reviews)

**Cons:**

- Complex Setup (33 reviews)
- Expensive (32 reviews)
- Complexity (26 reviews)
- Difficult Setup (22 reviews)
- Complex Implementation (21 reviews)


### What Do G2 Reviewers Say About Salesforce B2C Commerce?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **user-friendly interface** of Salesforce B2C Commerce, making it easy to manage large catalogs efficiently.
- Users appreciate the **powerful and comprehensive features** of Salesforce B2C Commerce, enhancing digital commerce experiences and personalization.
- Users value the **seamless integration** of Salesforce B2C Commerce with the broader Salesforce ecosystem, enhancing operations and customer insights.
- Users love the **personalization tools** of Salesforce B2C Commerce, significantly enhancing customer engagement and conversion rates.
- Users value the **easy integration** of Salesforce B2C Commerce, enhancing operations and customer experience across platforms.

**Cons:**

- Users find the **complex setup** challenging, particularly smaller teams lacking technical expertise for effective implementation.
- Users find the **high costs** and complexity of Salesforce B2C Commerce burdensome, especially for smaller businesses.
- Users highlight the **complexity** of Salesforce B2C Commerce, which can hinder adoption, especially for smaller businesses.
- Users find the **difficult setup** of Salesforce B2C Commerce requires expertise, making integration across channels challenging.
- Users find the **complex implementation** of Salesforce B2C Commerce a barrier, especially for smaller companies needing quick setups.

#### What Are Recent G2 Reviews of Salesforce B2C Commerce?

**"[Reliable and Scalable Ecommerce with Salesforce B2C Commerce](https://www.g2.com/survey_responses/salesforce-b2c-commerce-review-12711370)"**

**Rating:** 5.0/5.0 stars
*— Rossella P.*

[Read full review](https://www.g2.com/survey_responses/salesforce-b2c-commerce-review-12711370)

---

**"[Efficient Integration, But a Bit Pricey](https://www.g2.com/survey_responses/salesforce-b2c-commerce-review-12548907)"**

**Rating:** 4.0/5.0 stars
*— Siddhant S.*

[Read full review](https://www.g2.com/survey_responses/salesforce-b2c-commerce-review-12548907)

---


#### What Are G2 Users Discussing About Salesforce B2C Commerce?

- [What is Salesforce Commerce for B2C used for?](https://www.g2.com/discussions/what-is-salesforce-commerce-for-b2c-used-for)
- [Is Salesforce an ecommerce platform?](https://www.g2.com/discussions/is-salesforce-an-ecommerce-platform) - 1 comment
- [What is b2b and b2c in Salesforce?](https://www.g2.com/discussions/salesforce-commerce-for-b2c-what-is-b2b-and-b2c-in-salesforce) - 1 comment
- [What is a b2c platform?](https://www.g2.com/discussions/what-is-a-b2c-platform) - 1 comment
- [What is Salesforce commerce?](https://www.g2.com/discussions/what-is-salesforce-commerce) - 1 comment

### 3. [Luigi&#39;s Box](https://www.g2.com/products/luigi-s-box/reviews)
Luigi&#39;s Box is a product search and discovery solution suitable for any e-commerce platform. Luigi&#39;s Box magic starts with detailed analytics dashboards giving you all the relevant information about the performance of search &amp; navigation elements on your site. Learn more about the performance of your store, track customer interactions, product popularity, and more, so you can ensure the best shopping experiences with our AI-powered Search, Recommender, Product Listing, and Shopping Assistant products. Give your visitors the ultimate tools to discover your products as efficiently as possible. Luigi&#39;s Box is a solution that you and your customers will enjoy using. Luigi&#39;s Box is a solution with frequent wins and awards from top software review sites, and a frequent winner of the &quot;Best Est. ROI&quot; and “Leader” G2 badges. Our advanced features are suitable for any e-commerce platform, and they are flexible for any use case. Over the years, we have established several successful collaborations, evidenced by case studies from our satisfied customers, such as Notino, Under Armour, KiK, Škoda, Eurofirany or Ziaja. Our products have helped our clients significantly increase search usage, conversions and revenue. Their success stories and other business growth case studies are available on our website. Luigi&#39;s Box offers a user-friendly integration, configuration, and interface, so even non-experienced users can get started easily. To get Luigi’s Box on your website, you start by pasting the tracking script into the header of your website and follow a couple very simple steps. We offer multiple flexible integration types for our clients, even for advanced experts. In addition, we have a team of specialists and quality customer support who are always ready and happy to help. One of the best things is that Luigi&#39;s Box doesn&#39;t negatively affect the functionality of your website, including rendering. So are you ready to try it out? Increase your revenue with better search and product discovery solutions by Luigi’s Box today.


**Average Rating:** 4.8/5.0
**Total Reviews:** 421
**How Do G2 Users Rate Luigi&#39;s Box?**

- **Integrations:** 9.5/10 (Category avg: 8.6/10)
- **Product Display:** 9.5/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 9.7/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)

**Who Is the Company Behind Luigi&#39;s Box?**

- **Seller:** [Luigi&#39;s Box](https://www.g2.com/sellers/luigi-s-box)
- **Company Website:** https://www.luigisbox.com
- **Year Founded:** 2016
- **HQ Location:** Bratislava
- **Twitter:** @LuigisBox (180 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/luigisbox/ (129 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** CEO
- **Top Industries:** Retail, Marketing and Advertising
- **Company Size:** 60% Small-Business, 35% Mid-Market


#### What Are Luigi&#39;s Box's Pros and Cons?

**Pros:**

- Search Functionality (143 reviews)
- Search Efficiency (136 reviews)
- Ease of Use (131 reviews)
- Customer Support (86 reviews)
- Helpful (86 reviews)

**Cons:**

- Expensive (24 reviews)
- Setup Difficulty (19 reviews)
- Difficult Implementation (18 reviews)
- Learning Curve (17 reviews)
- Complex Setup (16 reviews)


### What Do G2 Reviewers Say About Luigi&#39;s Box?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **intuitive search functionality** of Luigi&#39;s Box, enhancing customer journeys and driving sales effectively.
- Users love the **search efficiency** of Luigi&#39;s Box, enhancing customer journeys with insightful reports and keyword optimization.
- Users praise the **ease of use** of Luigi&#39;s Box, enhancing product discovery with quick and effective search features.
- Users commend the **responsive customer support** of Luigi&#39;s Box, noting quick and helpful assistance whenever needed.
- Users praise the **excellent user experience** and powerful features of Luigi&#39;s Box, significantly enhancing their e-commerce effectiveness.

**Cons:**

- Users find Luigi&#39;s Box **too expensive** , especially for small businesses with limited budgets and costly integrations.
- Users find the **setup difficult** and time-consuming, often requiring support to navigate the initial process.
- Users find implementation to be **difficult and time-consuming** , with frequent setup breakdowns and inadequate support throughout the process.
- Users find the **learning curve steep** due to the involved setup and constant updates requiring exploration.
- Users find the **complex setup** challenging, often requiring support and time-consuming adjustments for proper integration.

#### What Are Recent G2 Reviews of Luigi&#39;s Box?

**"[Fast, Intuitive Search That Boosted Sales—Luigi&#39;s Box Was Worth the Price](https://www.g2.com/survey_responses/luigi-s-box-review-12691340)"**

**Rating:** 5.0/5.0 stars
*— Michal J.*

[Read full review](https://www.g2.com/survey_responses/luigi-s-box-review-12691340)

---

**"[Strong UI/UX, fast relevant search, and top support](https://www.g2.com/survey_responses/luigi-s-box-review-12742581)"**

**Rating:** 4.5/5.0 stars
*— Kevin W.*

[Read full review](https://www.g2.com/survey_responses/luigi-s-box-review-12742581)

---


#### What Are G2 Users Discussing About Luigi&#39;s Box?

- [What is Luigi&#39;s Box used for?](https://www.g2.com/discussions/what-is-luigi-s-box-used-for) - 1 comment

### 4. [Experro](https://www.g2.com/products/experro/reviews)
Experro is a one-of-a-kind agentic product discovery and personalization platform built to optimize eCommerce experiences. Powered by Generative AI, it’s redefining how brands deliver search, discovery, and content — hyper-personalized for every shopper and automatically optimized to drive key business KPIs. Trusted by leading B2C, B2B, and DTC brands, Experro creates intelligent, intent-driven journeys by analyzing real-time shopper behavior and surfacing high-performing products through advanced text and image search. Built to maximize AOV, profitability, and customer satisfaction, Experro empowers eCommerce teams with AI-driven tools and automation, eliminating busywork and accelerating growth.


**Average Rating:** 4.8/5.0
**Total Reviews:** 48
**How Do G2 Users Rate Experro?**

- **Integrations:** 10.0/10 (Category avg: 8.6/10)
- **Product Display:** 10.0/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 10.0/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)

**Who Is the Company Behind Experro?**

- **Seller:** [RapidOps, Inc.](https://www.g2.com/sellers/rapidops-inc)
- **Year Founded:** 2008
- **HQ Location:** Charlotte, North Carolina
- **Twitter:** @rapid_ops (992 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/rapidops-inc (282 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services, Apparel &amp; Fashion
- **Company Size:** 60% Mid-Market, 23% Small-Business


#### What Are Experro's Pros and Cons?

**Pros:**

- Ease of Use (35 reviews)
- Features (21 reviews)
- Search Functionality (19 reviews)
- Analytics (18 reviews)
- Results (18 reviews)

**Cons:**

- Learning Curve (11 reviews)
- Learning Difficulty (10 reviews)
- Poor Documentation (9 reviews)
- High Learning Curve (8 reviews)
- Steep Learning Curve (8 reviews)


### What Do G2 Reviewers Say About Experro?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find Experro&#39;s platform to be incredibly **easy to use** , enhancing both efficiency and overall user experience.
- Users commend Experro for its **intuitive search and merchandising features** , enhancing product discoverability and user experience.
- Users praise the **search functionality** of Experro for its precision and relevance, enhancing the shopping experience significantly.
- Users appreciate the **built-in analytics** of Experro, enabling quick data-driven updates and enhancing catalog management efficiency.
- Users commend Experro for its **effective search and discovery tools** , enhancing product visibility and customer satisfaction significantly.

**Cons:**

- Users find Experro to have a **steep learning curve** , especially for those without technical backgrounds or support.
- Users find Experro **not beginner-friendly** , citing a steep learning curve and overwhelming setup for non-technical individuals.
- Users find the **poor documentation** on cross-platform configurations hinders their setup and use of advanced features.
- Users find the **high learning curve** of Experro challenging, especially for those lacking technical expertise or support.
- Users find the **steep learning curve** of Experro overwhelming, especially for those without technical support or experience.

#### What Are Recent G2 Reviews of Experro?

**"[Transforms Digital Experiences with Speed and Precision](https://www.g2.com/survey_responses/experro-review-12434068)"**

**Rating:** 5.0/5.0 stars
*— Abdulwahab i.*

[Read full review](https://www.g2.com/survey_responses/experro-review-12434068)

---

**"[Exceptional E-Commerce Customization with Stellar Support](https://www.g2.com/survey_responses/experro-review-12880783)"**

**Rating:** 5.0/5.0 stars
*— Verified User*

[Read full review](https://www.g2.com/survey_responses/experro-review-12880783)

---



### 5. [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews)
Bloomreach is the agentic platform for personalization. Powering autonomous search, conversational shopping, and autonomous marketing, Bloomreach personalizes the entire customer experience. From retail to financial services, hospitality to gaming, businesses create experiences that drive higher growth and lasting loyalty. Bloomreach drives personalization for 1,400+ brands around the world, including American Eagle, Sonepar, and Pandora. The target audience for Bloomreach encompasses commerce businesses of all sizes that are looking to optimize customer interactions and drive sales growth. Its suite of products is particularly beneficial for marketers, content creators, and ecommerce managers who aim to improve customer engagement and conversion rates. Bloomreach is well-suited for brands operating across multiple channels, as it provides a cohesive strategy to connect with customers effectively. Use cases include personalized marketing campaigns, enhanced product discovery, streamlined content management, and AI-driven customer service, making it a versatile tool for various business needs. Key features of Bloomreach include its Engagement platform, which offers robust marketing automation capabilities that enable businesses to deliver personalized messages and offers based on customer behavior. The Discovery solution enhances the search experience on ecommerce sites, ensuring that customers can easily find products that match their interests. Additionally, the Content product functions as a headless content management system (CMS), allowing for flexible content delivery across various platforms. The Clarity tool, an AI-powered conversational shopping assistant, further enriches the customer experience by facilitating real-time interactions and support. The integration of Loomi, Bloomreach&#39;s AI for ecommerce, significantly amplifies the platform&#39;s capabilities by enabling rapid data processing and analysis. This results in new pathways for customers to engage with products, ultimately leading to increased profitability and accelerated business growth. Bloomreach is designed to simplify complex tasks, offering advanced customer journeys, social ad retargeting, omnichannel support, and AI-powered optimization. This comprehensive feature set provides a holistic view of the customer, optimizing experiences across all channels. The platform is also cost-effective and faster to deploy compared to competitors, reducing reliance on third-party solutions and lowering the total cost of ownership. With high ratings in customer reviews, Bloomreach is recognized for the quality of its user guides, support, and overall reliability, making it a valuable asset for businesses seeking to enhance their ecommerce strategies.


**Average Rating:** 4.6/5.0
**Total Reviews:** 762
**How Do G2 Users Rate Bloomreach?**

- **Integrations:** 8.7/10 (Category avg: 8.6/10)
- **Product Display:** 8.8/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 8.9/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)

**Who Is the Company Behind Bloomreach?**

- **Seller:** [Bloomreach](https://www.g2.com/sellers/bloomreach)
- **Company Website:** https://www.bloomreach.com
- **Year Founded:** 2009
- **HQ Location:** Mountain View, CA
- **Twitter:** @bloomreach_tm (10,400 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/bloomreach/ (1,140 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** CRM Manager, Marketing Manager
- **Top Industries:** Retail, Marketing and Advertising
- **Company Size:** 49% Mid-Market, 28% Small-Business


#### What Are Bloomreach's Pros and Cons?

**Pros:**

- Ease of Use (211 reviews)
- Features (182 reviews)
- Helpful (148 reviews)
- Customer Support (147 reviews)
- Intuitive (116 reviews)

**Cons:**

- Learning Curve (145 reviews)
- Limited Features (103 reviews)
- Missing Features (95 reviews)
- Learning Difficulty (87 reviews)
- Difficult Learning (75 reviews)


### What Do G2 Reviewers Say About Bloomreach?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find Bloomreach&#39;s **ease of use** impressive, enjoying its intuitive interface and fast, efficient features.
- Users appreciate the **powerful and user-friendly capabilities** of Bloomreach, making daily tasks efficient and easy to learn.
- Users find Bloomreach&#39;s **seamless integration and intelligent segmentation** extremely helpful for effective customer targeting and management.
- Users praise Bloomreach&#39;s **responsive customer support** , highlighting the team&#39;s professionalism and efficiency in resolving issues.
- Users celebrate the **intuitive interface** of Bloomreach, enabling effortless marketing orchestration and easy learning for all.

**Cons:**

- Users find the **learning curve steep** , with complex metrics and slower report loading affecting usability.
- Users note the **limited features** in Bloomreach, which complicate advanced campaign setups and data management.
- Users identify **missing features** like limited searchable fields and lack of direct SQL support affecting usability.
- Users face a steep **learning difficulty** with Bloomreach, requiring time and support to navigate its complex features.
- Users find Bloomreach&#39;s **difficult learning** curve daunting, requiring significant time and support to master its features.

#### What Are Recent G2 Reviews of Bloomreach?

**"[A Powerful Tool With a Big Learning Curve](https://www.g2.com/survey_responses/bloomreach-review-12980606)"**

**Rating:** 4.5/5.0 stars
*— Trine H.*

[Read full review](https://www.g2.com/survey_responses/bloomreach-review-12980606)

---

**"[Intuitive and Robust Tool for Marketing Automation](https://www.g2.com/survey_responses/bloomreach-review-9247103)"**

**Rating:** 5.0/5.0 stars
*— James R.*

[Read full review](https://www.g2.com/survey_responses/bloomreach-review-9247103)

---


#### What Are G2 Users Discussing About Bloomreach?

- [What is Bloomreach used for?](https://www.g2.com/discussions/what-is-bloomreach-used-for) - 2 comments

### 6. [edrone](https://www.g2.com/products/edrone/reviews)
edrone is a CRM and Marketing Automation system specifically designed for online stores. Our mission is to provide e-commerce businesses with cutting-edge, AI-powered solutions that automate store operations, engage customers, and significantly boost sales. With edrone, you gain access to a comprehensive suite of tools, regardless of your contact list size: 20+ Marketing Automation Scenarios - Recover Abandoned Cart - After Sale - Viewed products - Personalized Recommendations - Cross-Selling Customer Base Expansion Tools - Pop-ups - Banners - Web Layers On-site Solutions - Social Proof Widgets - Smart Recommendations Advanced Segmentation - Create custom automation scenarios - 360° Customer Profiles and CRM Section - Multichannel Inbox – consolidate messages from various platforms - Product Analytics ...and many other features crafted with e-commerce in mind. Use edrone for free Curious to see edrone in action? Sign up for a free account and send up to 200 messages per month, including 100 free SMS messages. The Freemium version grants you access to essential features without time limits, fees, or the need to provide credit card details. It&#39;s the perfect way to kickstart your marketing automation journey and gain deeper insights into your customers.


**Average Rating:** 4.8/5.0
**Total Reviews:** 237
**How Do G2 Users Rate edrone?**

- **Integrations:** 9.2/10 (Category avg: 8.6/10)
- **Product Display:** 8.0/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 9.1/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10)

**Who Is the Company Behind edrone?**

- **Seller:** [edrone](https://www.g2.com/sellers/edrone)
- **Year Founded:** 2016
- **HQ Location:** Krakow, Małopolska
- **Twitter:** @edrone_me (1,508 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/5185135/ (215 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** CEO, Owner
- **Top Industries:** Apparel &amp; Fashion, Retail
- **Company Size:** 73% Small-Business, 26% Mid-Market


#### What Are edrone's Pros and Cons?

**Pros:**

- Customer Support (20 reviews)
- Ease of Use (19 reviews)
- Helpful (14 reviews)
- Intuitive (13 reviews)
- Automation (10 reviews)

**Cons:**

- Learning Curve (6 reviews)
- Learning Difficulty (5 reviews)
- Missing Features (5 reviews)
- Complex Setup (4 reviews)
- Difficult Setup (4 reviews)


### What Do G2 Reviewers Say About edrone?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **excellent customer support** provided by edrone, enhancing their overall experience with the platform.
- Users appreciate the **ease of use** of edrone, enhanced by clear guidance and helpful resources throughout implementation.
- Users find edrone to be a **helpful and easy-to-use app** , with excellent customer support and great service quality.
- Users praise edrone&#39;s **intuitive design** , making it user-friendly and enhancing the implementation process with great support.
- Users appreciate the **comprehensive automation** features of edrone, enhancing customer engagement and streamlining marketing efforts.

**Cons:**

- Users note a **steep learning curve** for edrone, requiring time to grasp advanced features and workflows effectively.
- Users face **learning difficulties** with edrone, finding initial setup and data absorption quite challenging.
- Users find **missing features** in edrone, such as limited customization and mobile functionality, hinder user experience.
- Users find the **complex setup** of edrone challenging initially, requiring time to learn and optimize features.
- Users find the **difficult setup** of edrone challenging, particularly during the initial implementation phase.

#### What Are Recent G2 Reviews of edrone?

**"[Exceptional Marketing Automation Tool for E-commerce](https://www.g2.com/survey_responses/edrone-review-10655834)"**

**Rating:** 5.0/5.0 stars
*— Marcin C.*

[Read full review](https://www.g2.com/survey_responses/edrone-review-10655834)

---

**"[Smart Marketing Automation Platform](https://www.g2.com/survey_responses/edrone-review-12209118)"**

**Rating:** 4.0/5.0 stars
*— Saurabh B.*

[Read full review](https://www.g2.com/survey_responses/edrone-review-12209118)

---


#### What Are G2 Users Discussing About edrone?

- [What is edrone used for?](https://www.g2.com/discussions/what-is-edrone-used-for)

### 7. [Elastic Suite](https://www.g2.com/products/elastic-suite/reviews)
Elastic Suite is a leading B2B ecommerce platform that empowers brands to digitally transform their wholesale buying experience. Designed for enterprise scalability, Elastic Suite provides a centralized, cloud-based solution that replaces traditional sales tools and paper-based catalogs with a fully digital, data-driven approach to product merchandising, order management, and retailer collaboration. With Elastic Suite, brands create interactive digital product catalogs and custom line planning experiences that allow retail buyers and sales teams to visualize assortments, plan purchases, and place orders seamlessly in one platform. Key capabilities include: • Real-time inventory visibility and personalized pricing • Interactive, shoppable digital catalogs and custom line sheets • Centralized order management and easy order placement • B2B sales enablement tools for strategic planning and seasonal buys • Intuitive UX for both sales teams and retail buyers The platform integrates directly with existing ERP, PIM, and CRM systems, ensuring clean data synchronization and eliminating manual order entry and spreadsheet dependency. With advanced B2B analytics, Elastic Suite delivers actionable insights into: • Sales performance and customer buying behavior • Product demand trends to improve forecasting • Inventory optimization and sell-through analysis • Assortment planning across sales channels Global brands trust Elastic Suite in the outdoor, apparel, footwear, sporting goods, and consumer goods industries. It enables sales teams to enhance productivity, reduce operational friction, and build more profitable relationships with their retail partners. Additional benefits include: • Consistent brand presentation across global markets • Automated workflows that reduce order errors and manual touch points • Buyer-facing tools that showcase curated assortments and purchase history • Multi-language and multi-currency support for international teams • Cloud-based infrastructure with fast on-boarding and minimal IT burden Elastic Suite also supports sustainability goals by eliminating printed catalogs and streamlining logistics operations. By modernizing the wholesale channel with a flexible interface and powerful back-end integration, Elastic Suite helps brands scale efficiently, drive revenue growth, and deliver a superior B2B commerce experience.


**Average Rating:** 4.7/5.0
**Total Reviews:** 39
**How Do G2 Users Rate Elastic Suite?**

- **Integrations:** 8.0/10 (Category avg: 8.6/10)
- **Product Display:** 8.3/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 6.3/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10)

**Who Is the Company Behind Elastic Suite?**

- **Seller:** [Elastic Suite](https://www.g2.com/sellers/elastic-suite)
- **Year Founded:** 2000
- **HQ Location:** Denver, Colorado, United States
- **LinkedIn® Page:** https://www.linkedin.com/company/elasticsuite (68 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Apparel &amp; Fashion, Retail
- **Company Size:** 49% Mid-Market, 49% Small-Business


#### What Are Elastic Suite's Pros and Cons?

**Pros:**

- Ease of Use (25 reviews)
- Customer Service (12 reviews)
- Customer Support (10 reviews)
- B2B (7 reviews)
- Product Management (5 reviews)

**Cons:**

- Data Management Issues (4 reviews)
- Integration Issues (4 reviews)
- Inefficient Search (3 reviews)
- Limited Customization (3 reviews)
- Not User-Friendly (3 reviews)


### What Do G2 Reviewers Say About Elastic Suite?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find Elastic Suite to be **very user-friendly** , enhancing customization and empowering sales representatives effectively.
- Users highlight the **exceptional customer service** of Elastic Suite, providing helpful support and guidance for all inquiries.
- Users commend the **helpful customer support** of Elastic Suite, enhancing their experience and operational efficiency.
- Users find Elastic Suite to be **easy to use** , enhancing order management and providing excellent support.
- Users value the **ease of use and excellent support** from the Elastic Suite team, enhancing their business processes.

**Cons:**

- Users encounter **data management issues** that can hinder imports and complicate setup, impacting overall functionality and efficiency.
- Users experience **integration issues** with Elastic Suite, requiring external help and complicating their overall process.
- Users find the **inefficient search** capabilities of Elastic Suite hinder their ability to locate products quickly and effectively.
- Users desire more **customization options** for product sorting and payment processes in Elastic Suite.
- Users find Elastic Suite **not user-friendly** due to clunky administration and complicated setup processes for sales programs.

#### What Are Recent G2 Reviews of Elastic Suite?

**"[Intuitive, Quick and Easy](https://www.g2.com/survey_responses/elastic-suite-review-12068302)"**

**Rating:** 5.0/5.0 stars
*— Sara H.*

[Read full review](https://www.g2.com/survey_responses/elastic-suite-review-12068302)

---

**"[Best B2B Platform with Outstanding Whiteboard and Order Tracking](https://www.g2.com/survey_responses/elastic-suite-review-12072337)"**

**Rating:** 5.0/5.0 stars
*— Sara G.*

[Read full review](https://www.g2.com/survey_responses/elastic-suite-review-12072337)

---



### 8. [Constructor](https://www.g2.com/products/constructor-io-constructor/reviews)
Constructor is the only search and product discovery platform tailor-made for enterprise ecommerce where conversions matter. Constructor&#39;s AI first solutions make it easier for shoppers to discover products they want to buy and for ecommerce teams to deliver personalized experiences in real-time that drive impressive results. Optimizing specifically for ecommerce metrics like revenue, conversion rate and profit, Constructor generates consistent $10M+ lifts for some of the biggest brands in ecommerce, such as Sephora, Petco, home24, Maxeda Brands, Birkenstock and Grove Collaborative.


**Average Rating:** 4.8/5.0
**Total Reviews:** 58
**How Do G2 Users Rate Constructor?**

- **Integrations:** 8.1/10 (Category avg: 8.6/10)
- **Product Display:** 8.9/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 9.0/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)

**Who Is the Company Behind Constructor?**

- **Seller:** [Constructor.io](https://www.g2.com/sellers/constructor-io)
- **Company Website:** https://constructor.io/
- **Year Founded:** 2015
- **HQ Location:** SAN FRANCISCO, CA
- **Twitter:** @constructor_io (263 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/constructor-io/ (1,322 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail, Apparel &amp; Fashion
- **Company Size:** 43% Enterprise, 40% Mid-Market


#### What Are Constructor's Pros and Cons?

**Pros:**

- Ease of Use (13 reviews)
- Customer Support (11 reviews)
- Search Efficiency (9 reviews)
- Experience (8 reviews)
- Helpful (8 reviews)

**Cons:**

- Improvement Needed (5 reviews)
- Missing Features (5 reviews)
- Lack of Guidance (4 reviews)
- Time-Consuming (4 reviews)
- Data Management Issues (3 reviews)


### What Do G2 Reviewers Say About Constructor?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find Constructor to be **extremely easy to use** , praising its intuitive design and responsive support.
- Users appreciate the **responsive and engaging customer support** of Constructor, feeling like a genuine partnership with their team.
- Users value the **search efficiency** of Constructor, appreciating its real-time adjustments and customizable search rules.
- Users value the **AI-driven approach** of Constructor, boosting search performance while ensuring an enjoyable and user-friendly experience.
- Users value the **responsive and collaborative support** from Constructor, enhancing their experience and driving significant performance improvements.

**Cons:**

- Users find that Constructor requires **improvement in customization guidance** and visibility of catalogue updates for better usability.
- Users note **missing features** like inconsistent date selection and limited data export options, impacting overall usability.
- Users experience a **lack of guidance** in using Constructor, finding navigation and support less intuitive than expected.
- Users find that Constructor can be **time-consuming** to learn, necessitating significant upfront investment and training.
- Users experience **data management issues** including slow syncs and inconsistent date range options, complicating workflow.

#### What Are Recent G2 Reviews of Constructor?

**"[Great search tool with measurable business impact and a great partner](https://www.g2.com/survey_responses/constructor-review-12213509)"**

**Rating:** 5.0/5.0 stars
*— Aaron D.*

[Read full review](https://www.g2.com/survey_responses/constructor-review-12213509)

---

**"[AI-Powered Merchandising That Learns and Scales as You Grow](https://www.g2.com/survey_responses/constructor-review-12303109)"**

**Rating:** 5.0/5.0 stars
*— Rich B.*

[Read full review](https://www.g2.com/survey_responses/constructor-review-12303109)

---



### 9. [Tagalys](https://www.g2.com/products/tagalys/reviews)
Tagalys is a visual merchandising platform for fashion and lifestyle brands on Shopify. It empowers fashion teams to curate incredible shopping experiences across collections, on-site search, and recommendations. It combines human intuition with machine intelligence to provide programmatic, slot-level control. Merchandisers can build and update collections in minutes using conditions, product pinning, and sequencing. Products can be ranked dynamically by newness, inventory, size availability, sell-through, profit margin, or other attributes, and scheduled ahead of drops or sale days. Server-side rendering ensures that collection pages remain fast and consistent at scale. APIs provide full programmatic control and integration flexibility without sacrificing speed or stability. Make informed, data-driven decisions that continuously improve conversion and revenue with built-in analytics. Common use cases: - Collection merchandising and dynamic product ranking - On‑site search merchandising - Conditional Pinning and sequencing - Shopify Markets and Segmentation - Server‑side collections - Visual stories - Product recommendations - Performance analytics across collections, products, tags, and search


**Average Rating:** 4.8/5.0
**Total Reviews:** 121
**How Do G2 Users Rate Tagalys?**

- **Integrations:** 9.0/10 (Category avg: 8.6/10)
- **Product Display:** 9.1/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 8.4/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.1/10)

**Who Is the Company Behind Tagalys?**

- **Seller:** [Tagalys](https://www.g2.com/sellers/tagalys)
- **Year Founded:** 2015
- **HQ Location:** Newark, Delaware
- **Twitter:** @tagalys (140 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3743671/ (35 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Ecommerce Manager
- **Top Industries:** Apparel &amp; Fashion, Retail
- **Company Size:** 48% Mid-Market, 46% Small-Business


#### What Are Tagalys's Pros and Cons?

**Pros:**

- Customer Support (12 reviews)
- Customer Satisfaction (7 reviews)
- Ease of Use (7 reviews)
- Implementation Ease (6 reviews)
- Merchandising (6 reviews)

**Cons:**

- Limited Features (3 reviews)
- Learning Difficulty (2 reviews)
- Missing Features (2 reviews)
- User Difficulty (2 reviews)
- Data Management Issues (1 reviews)


### What Do G2 Reviewers Say About Tagalys?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **immediate and helpful customer support** provided by Tagalys, enhancing their overall experience.
- Users love the **responsive customer support** and smooth integration of Tagalys into their Shopify experience.
- Users appreciate the **ease of use** of Tagalys, which streamlines setup and navigation with prompt support.
- Users appreciate the **implementation ease** of Tagalys, benefiting from straightforward setup and excellent support throughout the process.
- Users appreciate the **user-friendly merchandising features** of Tagalys, enhancing search efficiency and boosting sales significantly.

**Cons:**

- Users are disappointed by the **limited features** of Tagalys, especially regarding A/B testing and personalized merchandising.
- Users find the **learning difficulty** challenging due to overwhelming features, recommending training for easier navigation.
- Users find the **missing features** of Tagalys limiting, especially regarding A/B testing and recovery options.
- Users find the **user difficulty** challenging, especially for first-time usage, requiring more clicks and practice.
- Users face **data management issues** with Tagalys, unable to recover deleted categories or replicate merchandising sequences.

#### What Are Recent G2 Reviews of Tagalys?

**"[Exceptional Support and Client-Focused Platform](https://www.g2.com/survey_responses/tagalys-review-12173883)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Apparel &amp; Fashion*

[Read full review](https://www.g2.com/survey_responses/tagalys-review-12173883)

---

**"[An outstanding team delivering an excellent solution, I’d recommend them to any client.](https://www.g2.com/survey_responses/tagalys-review-11577483)"**

**Rating:** 5.0/5.0 stars
*— Holly M.*

[Read full review](https://www.g2.com/survey_responses/tagalys-review-11577483)

---


#### What Are G2 Users Discussing About Tagalys?

- [What is Tagalys used for?](https://www.g2.com/discussions/what-is-tagalys-used-for) - 1 comment

### 10. [Salesforce B2B Commerce](https://www.g2.com/products/salesforce-b2b-commerce/reviews)
Salesforce B2B Commerce empowers customers to meet complex buyer needs and drive B2B sales efficiency. Start selling faster with guided store setup, out-of-the-box customer records, generative product descriptions, and generative AI-driven insights and goals. Automate buying with self-serve rapid reordering, account and customer-specific pricing, entitlements, dynamic promotions, and more. Launch templated pages for B2B, D2C, or both. Leverage shared catalogs, promotions, products, and price books. Achieve your growth goals faster and generate more revenue with B2B Commerce powered by Salesforce. Unlock global scale on a trusted platform with 99.99% proven uptime and security and a robust partner ecosystem to extend Commerce capabilities across your business.


**Average Rating:** 4.4/5.0
**Total Reviews:** 285
**How Do G2 Users Rate Salesforce B2B Commerce?**

- **Integrations:** 7.9/10 (Category avg: 8.6/10)
- **Product Display:** 8.0/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 9.4/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)

**Who Is the Company Behind Salesforce B2B Commerce?**

- **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce)
- **Company Website:** https://www.salesforce.com/
- **Year Founded:** 1999
- **HQ Location:** San Francisco, CA
- **Twitter:** @salesforce (579,511 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (83,223 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Business Development Representative, Salesforce Developer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 36% Mid-Market, 33% Enterprise


#### What Are Salesforce B2B Commerce's Pros and Cons?

**Pros:**

- Ease of Use (26 reviews)
- B2B (22 reviews)
- Integrations (20 reviews)
- B2B Sales (18 reviews)
- Easy Integrations (17 reviews)

**Cons:**

- Expensive (19 reviews)
- Complex Setup (17 reviews)
- Complexity (15 reviews)
- Difficult Learning (12 reviews)
- Development Challenges (11 reviews)


### What Do G2 Reviewers Say About Salesforce B2B Commerce?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of Salesforce B2B Commerce, enjoying streamlined processes and integrated functionalities.
- Users value the **seamless integration** with Salesforce CRM, enhancing B2B ordering, pricing, and management experiences.
- Users appreciate the **seamless integration** with CRM data, enhancing personalized and efficient B2B buying experiences.
- Users appreciate the **easy navigation and comprehensive features** of Salesforce B2B Commerce for enhanced operational efficiency.
- Users value the **easy integrations** of Salesforce B2B Commerce, enhancing their overall experience with streamlined functionality.

**Cons:**

- Users find the **pricing model expensive** and lacking transparency, making ROI determination challenging.
- Users find the **complex setup** of Salesforce B2B Commerce to be costly and in need of technical support for customization.
- Users find the **complexity and cost** of Salesforce B2B Commerce can hinder implementation and customization efforts.
- Users find the **difficult learning curve** of Salesforce B2B Commerce to be a significant obstacle when using the platform.
- Users find the **development challenges** of Salesforce B2B Commerce can complicate customization and initial setup for newcomers.

#### What Are Recent G2 Reviews of Salesforce B2B Commerce?

**"[Salesforce B2B Commerce: Powerful B2B Hierarchies, SSO, Custom Pricing &amp; RBAC](https://www.g2.com/survey_responses/salesforce-b2b-commerce-review-12736667)"**

**Rating:** 4.5/5.0 stars
*— Akansha C.*

[Read full review](https://www.g2.com/survey_responses/salesforce-b2b-commerce-review-12736667)

---

**"[Streamlined, Customizable B2B Buying Experience with Salesforce B2B Commerce](https://www.g2.com/survey_responses/salesforce-b2b-commerce-review-12794576)"**

**Rating:** 5.0/5.0 stars
*— Schantera M.*

[Read full review](https://www.g2.com/survey_responses/salesforce-b2b-commerce-review-12794576)

---


#### What Are G2 Users Discussing About Salesforce B2B Commerce?

- [What is your experience with Salesforce Commerce for B2B, and what improvements would you suggest?](https://www.g2.com/discussions/what-is-your-experience-with-salesforce-commerce-for-b2b-and-what-improvements-would-you-suggest)
- [What is Salesforce Commerce for B2B used for?](https://www.g2.com/discussions/what-is-salesforce-commerce-for-b2b-used-for) - 1 comment
- [What are the advantages of b2b e commerce?](https://www.g2.com/discussions/what-are-the-advantages-of-b2b-e-commerce) - 1 comment
- [What is b2b e commerce with example?](https://www.g2.com/discussions/what-is-b2b-e-commerce-with-example) - 1 comment
- [What is b2b and b2c in Salesforce?](https://www.g2.com/discussions/what-is-b2b-and-b2c-in-salesforce)

### 11. [Athos Commerce](https://www.g2.com/products/athos-commerce-athos-commerce/reviews)
Athos Commerce is the only all-in-one intelligent discovery platform that connects shoppers to the right products across whatever channel they are shopping. More than 2,700 of the world’s leading brands, including Adidas, Samsung, Rakuten, New Balance, Burberry, LVMH, Clarins, and Yamaha, trust Athos Commerce’s AI-powered search, merchandising, personalization and product feed management products to increase conversion rates and accelerate revenue growth while reducing costs through improved efficiency. Athos Commerce has a proven ecommerce heritage that started in 2007 and operates across North America, Europe and Asia-Pacific. For more information, visit athoscommerce.com. The target audience for Athos Commerce includes retailers of all sizes looking to optimize their online presence and improve customer engagement. Whether a small boutique or a large-scale retailer, businesses can leverage Athos to enhance their ecommerce strategies. The platform is particularly beneficial for those seeking to streamline their operations and provide a more personalized shopping experience, which is increasingly important in today’s competitive market. Key use cases for Athos Commerce include improving product discoverability through advanced search capabilities, enabling retailers to present their products in a way that resonates with their target audience. The merchandising tools allow brands to curate collections and promotions effectively, ensuring that customers are presented with the most relevant products based on their preferences and shopping behavior. Additionally, the personalization features help tailor the shopping experience to individual users, enhancing customer satisfaction and loyalty. Athos Commerce offers several key features that set it apart in the ecommerce landscape. Its robust reporting capabilities provide retailers with actionable insights into customer behavior and sales performance, enabling data-driven decision-making. The platform’s Product Data Management system ensures that product information is accurate, consistent, and easily accessible, which is crucial for maintaining a professional online storefront. By integrating these functionalities into a single platform, Athos Commerce simplifies the management of ecommerce operations, allowing retailers to focus on growth and customer engagement. Overall, Athos Commerce stands out as a specialized solution for retailers looking to enhance their ecommerce capabilities. By providing tools that are specifically designed for commerce, it empowers brands to create engaging and effective shopper journeys that not only meet customer expectations but also drive sales and revenue growth.


**Average Rating:** 4.5/5.0
**Total Reviews:** 217
**How Do G2 Users Rate Athos Commerce?**

- **Integrations:** 8.6/10 (Category avg: 8.6/10)
- **Product Display:** 9.1/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 8.2/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)

**Who Is the Company Behind Athos Commerce?**

- **Seller:** [Athos Commerce](https://www.g2.com/sellers/athos-commerce)
- **Company Website:** https://athoscommerce.com/
- **HQ Location:** San Antonio, Texas
- **Twitter:** @SearchSpring (2,257 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/athos-commerce/ (262 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Ecommerce Manager
- **Top Industries:** Retail, Apparel &amp; Fashion
- **Company Size:** 52% Small-Business, 43% Mid-Market


#### What Are Athos Commerce's Pros and Cons?

**Pros:**

- Search Efficiency (43 reviews)
- Customer Support (42 reviews)
- Ease of Use (38 reviews)
- Search Functionality (36 reviews)
- Merchandising (26 reviews)

**Cons:**

- Feature Deficiency (15 reviews)
- Missing Features (12 reviews)
- Expensive (9 reviews)
- Lack of Customization (9 reviews)
- Limited Features (9 reviews)


### What Do G2 Reviewers Say About Athos Commerce?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **impressive search efficiency** of Athos Commerce, enhancing product discovery and user experience effortlessly.
- Users praise the **quick and responsive customer support** of Athos Commerce, enhancing their overall experience and satisfaction.
- Users appreciate the **ease of use** of Athos Commerce, enabling efficient management without advanced tech skills.
- Users value the **impressive search capabilities** of Athos Commerce, enhancing product discovery and personalization effortlessly.
- Users praise Athos Commerce for its **scalable and personalized merchandising** , enhancing product visibility and user experience significantly.

**Cons:**

- Users note the **feature deficiency** in Athos Commerce, citing limitations on reporting and basic category merchandising.
- Users find the **missing features** of Athos Commerce frustrating, particularly with limited import and merchandising tools.
- Users find the product **horribly expensive** , especially as costs rise with business growth and lack of transparency.
- Users express frustration over the **lack of customization** options in Athos Commerce, limiting effective product targeting and integration.
- Users criticize the **limited features** of Athos Commerce, causing compatibility issues and lack of support for teams.

#### What Are Recent G2 Reviews of Athos Commerce?

**"[Powerful All-in-One Platform, But Pricey and Challenging for Small Businesses](https://www.g2.com/survey_responses/athos-commerce-review-11841270)"**

**Rating:** 4.5/5.0 stars
*— Ifeoma E.*

[Read full review](https://www.g2.com/survey_responses/athos-commerce-review-11841270)

---

**"[Exceptional Customization and Flexibility Across Athos Commerce](https://www.g2.com/survey_responses/athos-commerce-review-12286989)"**

**Rating:** 4.0/5.0 stars
*— Michael F.*

[Read full review](https://www.g2.com/survey_responses/athos-commerce-review-12286989)

---


#### What Are G2 Users Discussing About Athos Commerce?

- [What is Searchspring used for?](https://www.g2.com/discussions/what-is-searchspring-used-for)
- [What is Klevu used for?](https://www.g2.com/discussions/what-is-klevu-used-for) - 1 comment

### 12. [Algolia](https://www.g2.com/products/algolia/reviews)
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 handles 1.75 trillion searches annually across e-commerce, SaaS, marketplaces, media, and more. From helping retailers boost conversions with personalized product discovery to enabling companies to surface relevant content instantly, Algolia delivers scalable, reliable, and intuitive solutions built for performance. With seamless integration into any tech stack, user-friendly tools for business teams, and advanced AI customization, Algolia makes it easy to launch tailored digital experiences—accelerating time to value and driving measurable business results. Learn more: https://www.algolia.com/


**Average Rating:** 4.5/5.0
**Total Reviews:** 429
**How Do G2 Users Rate Algolia?**

- **Integrations:** 8.1/10 (Category avg: 8.6/10)
- **Product Display:** 8.5/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 8.3/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)

**Who Is the Company Behind Algolia?**

- **Seller:** [Algolia SAS](https://www.g2.com/sellers/algolia-sas)
- **Company Website:** https://www.algolia.com
- **Year Founded:** 2012
- **HQ Location:** San Francisco, CA
- **Twitter:** @algolia (25,496 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/algolia/posts/?feedView=all (871 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** CTO, Software Engineer
- **Top Industries:** Computer Software, Retail
- **Company Size:** 60% Small-Business, 30% Mid-Market


#### What Are Algolia's Pros and Cons?

**Pros:**

- Ease of Use (74 reviews)
- Search Efficiency (63 reviews)
- Speed (41 reviews)
- Search Speed (40 reviews)
- Efficiency (37 reviews)

**Cons:**

- Expensive (36 reviews)
- Limitations (21 reviews)
- High Learning Curve (20 reviews)
- Limited Features (19 reviews)
- Learning Difficulty (17 reviews)


### What Do G2 Reviewers Say About Algolia?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find Algolia&#39;s **ease of use** remarkable, with straightforward setup and fast, efficient search capabilities.
- Users value the **search efficiency** of Algolia, delivering speed and relevance even with extensive datasets.
- Users appreciate the **speed and responsiveness** of Algolia, making search results fast and effective even with large datasets.
- Users love the **lightning-fast search speed** of Algolia, enhancing overall user experience significantly with large datasets.
- Users highlight the **efficiency** of Algolia, enabling robust search capabilities with minimal engineering resources required.

**Cons:**

- Users find Algolia **expensive** , as many advanced features are accessible only through higher pricing tiers.
- Users highlight **limitations in advanced features and control** , facing challenges with costs, configurations, and user experience.
- Users face a **high learning curve** with Algolia, requiring extensive coding knowledge to effectively utilize its features.
- Users find Algolia has **limited features** requiring advanced coding skills, complicating usage and customization.
- Users find the **learning difficulty** challenging, especially when navigating complex configurations and advanced features.

#### What Are Recent G2 Reviews of Algolia?

**"[Lightning-Fast, Highly Accurate Search with Powerful Customization](https://www.g2.com/survey_responses/algolia-review-12922927)"**

**Rating:** 5.0/5.0 stars
*— Rahul K.*

[Read full review](https://www.g2.com/survey_responses/algolia-review-12922927)

---

**"[Reliable, Fast Search with Straightforward Setup and Clear Documentation](https://www.g2.com/survey_responses/algolia-review-12600019)"**

**Rating:** 4.5/5.0 stars
*— Eric T.*

[Read full review](https://www.g2.com/survey_responses/algolia-review-12600019)

---


#### What Are G2 Users Discussing About Algolia?

- [What is Algolia used for?](https://www.g2.com/discussions/algolia-what-is-algolia-used-for)
- [What is Search.io used for?](https://www.g2.com/discussions/what-is-search-io-used-for)

### 13. [SCAYLE Commerce Engine](https://www.g2.com/products/scayle-commerce-engine/reviews)
SCAYLE is an enterprise commerce platform empowering B2C brands and retailers to easily create outstanding customer experiences. It provides an extensive feature set with an intuitive UI to configure complex operations within one seamless backend. PIM, Shop Management, Checkout, and OMS are ready to use and combined with advanced capabilities for use cases like internationalization or omnichannel, and conversion drivers like promotions, search, or subscription. The headless, API-first architecture can flexibly be extended, coding freely what matters. Brands like Harrods, Manchester United, Deichmann, s.Oliver, Fielmann, and FC Bayern choose SCAYLE to accelerate innovation speed and drive growth.


**Average Rating:** 4.8/5.0
**Total Reviews:** 27
**How Do G2 Users Rate SCAYLE Commerce Engine?**

- **Integrations:** 9.4/10 (Category avg: 8.6/10)
- **Product Display:** 9.4/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 9.4/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)

**Who Is the Company Behind SCAYLE Commerce Engine?**

- **Seller:** [Scayle](https://www.g2.com/sellers/scayle)
- **Company Website:** https://www.scayle.com/
- **Year Founded:** 2018
- **HQ Location:** Hamburg, DE
- **LinkedIn® Page:** https://www.linkedin.com/company/scaylecommerce (219 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail
- **Company Size:** 81% Enterprise, 11% Mid-Market


#### What Are SCAYLE Commerce Engine's Pros and Cons?

**Pros:**

- Platform Flexibility (10 reviews)
- Efficiency Improvement (9 reviews)
- Flexibility (9 reviews)
- Business Growth (8 reviews)
- Ease of Use (8 reviews)

**Cons:**

- Limitations (5 reviews)
- Limited Options (5 reviews)
- Limited Functionality (4 reviews)
- Missing Features (4 reviews)
- System Limitations (4 reviews)


### What Do G2 Reviewers Say About SCAYLE Commerce Engine?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **platform flexibility** of SCAYLE Commerce Engine, enhancing growth and simplifying multi-market management.
- Users value the **efficiency improvement** from SCAYLE, enhancing management and customer experience across multiple markets.
- Users value the **flexibility** of SCAYLE Commerce Engine, enabling swift adaptations to market demands and efficient operations.
- Users commend SCAYLE for its **effective business growth capabilities** , enabling flexibility and scalability across multiple markets.
- Users value the **intuitive design** of SCAYLE Commerce Engine, which simplifies campaign launches and data management.

**Cons:**

- Users note the **limited flexibility** of SCAYLE Commerce Engine, which may restrict tailored solutions for specific needs.
- Users find the **limited options** in SCAYLE Commerce Engine restrict their ability to choose preferred tools effectively.
- Users note the **limited functionality** of SCAYLE, particularly for B2B needs and tool customization compared to legacy platforms.
- Users note the **system limitations** of SCAYLE Commerce Engine, particularly in hosting options and modular architecture.
- Users find SCAYLE Commerce Engine has **module limitations** that hinder its effectiveness for complex B2B scenarios.

#### What Are Recent G2 Reviews of SCAYLE Commerce Engine?

**"[Enabling AI Experience like Virtual Try-On thanks to SCAYLE](https://www.g2.com/survey_responses/scayle-commerce-engine-review-12257915)"**

**Rating:** 4.5/5.0 stars
*— Franziska S.*

[Read full review](https://www.g2.com/survey_responses/scayle-commerce-engine-review-12257915)

---

**"[Offering an amazing digital experience for all our customers with SCAYLE](https://www.g2.com/survey_responses/scayle-commerce-engine-review-11450463)"**

**Rating:** 4.5/5.0 stars
*— Patrick J.*

[Read full review](https://www.g2.com/survey_responses/scayle-commerce-engine-review-11450463)

---



### 14. [Voyado](https://www.g2.com/products/voyado/reviews)
Voyado is a type of software-as-a-service (SaaS) solution designed to help retail brands enhance customer engagement and foster loyalty through hyper-relevant shopping experiences. By leveraging advanced artificial intelligence, Voyado provides a comprehensive customer experience cloud that empowers brands to understand and anticipate customer needs, ultimately driving business growth. This innovative product suite is particularly beneficial for e-commerce businesses looking to optimize their online presence and improve customer satisfaction. Targeting retail brands across various sectors, Voyado caters to businesses that seek to elevate their customer interactions and streamline their marketing efforts. The products are designed for marketers, e-commerce managers, and business owners who want to harness data-driven insights to create personalized shopping experiences. With its robust product discovery engine, Voyado enables brands to predict and respond to visitors&#39; intentions, ensuring that customers find the products that best meet their needs quickly and efficiently. Key products of Voyado include its powerful product discovery engine, which utilizes deep product knowledge to enhance the online shopping experience. This engine not only helps customers navigate through vast product catalogs but also tailors recommendations based on individual preferences and behaviors. Additionally, a CRM platform that offers invaluable insights and tools for executing automated campaigns, allowing brands to engage customers across various touchpoints seamlessly. This product helps businesses maintain consistent communication with their audience, ultimately fostering stronger customer relationships. The benefits of using Voyado extend beyond just improved customer experiences. By automating marketing efforts and providing actionable insights, brands can save time and resources while maximizing their marketing ROI. The products&#39; ability to deliver personalized content and recommendations enhances customer loyalty, encouraging repeat purchases and long-term engagement. Furthermore, Voyado&#39;s rapid growth and expanding customer base across Europe and beyond demonstrate its effectiveness in meeting the evolving needs of retail brands in a competitive landscape. In summary, Voyado stands out in the SaaS market by offering a unique combination of AI-driven product discovery and multichannel marketing capabilities tailored specifically for retail brands. Its focus on creating hyper-relevant shopping experiences positions it as a valuable partner for businesses looking to thrive in the age of AI.


**Average Rating:** 4.5/5.0
**Total Reviews:** 78
**How Do G2 Users Rate Voyado?**

- **Integrations:** 6.1/10 (Category avg: 8.6/10)
- **Product Display:** 5.7/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 5.6/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)

**Who Is the Company Behind Voyado?**

- **Seller:** [Voyado](https://www.g2.com/sellers/voyado)
- **Company Website:** https://www.voyado.com
- **Year Founded:** 2005
- **HQ Location:** Stockholm, SE
- **LinkedIn® Page:** https://www.linkedin.com/company/825768/ (388 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail, Apparel &amp; Fashion
- **Company Size:** 46% Mid-Market, 30% Small-Business


#### What Are Voyado's Pros and Cons?

**Pros:**

- Ease of Use (24 reviews)
- Customer Support (16 reviews)
- Features (13 reviews)
- Helpful (12 reviews)
- Easy Setup (11 reviews)

**Cons:**

- Limited Features (10 reviews)
- Missing Features (8 reviews)
- Learning Curve (6 reviews)
- Integration Issues (5 reviews)
- Complex Features (4 reviews)


### What Do G2 Reviewers Say About Voyado?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **intuitive interface** of Voyado, simplifying complex tasks and enhancing overall productivity.
- Users value the **fast and helpful customer support** from Voyado, enhancing their overall experience with the platform.
- Users value the **intuitive and user-friendly interface** of Voyado, enhancing their ability to engage audiences effectively.
- Users value the **helpful support** from Voyado, enhancing their experience with fast responses and professional assistance.
- Users commend the **easy setup** of Voyado, appreciating the smooth onboarding process and clear documentation provided.

**Cons:**

- Users are frustrated by the **limited features** of Voyado, affecting their ability to maximize advanced functionalities.
- Users note the **missing features** in Voyado, particularly desiring more statistical options for reporting.
- Users find the **learning curve steep** due to inadequate documentation and complex setup processes in Voyado.
- Users face **integration issues** with Voyado, particularly with initial setup and compatibility with existing data systems.
- Users find the **complex features** of Voyado frustrating, especially when requiring developer assistance for basic flows.

#### What Are Recent G2 Reviews of Voyado?

**"[Streamlined GDPR Compliance with Powerful Segmentation](https://www.g2.com/survey_responses/voyado-review-12975624)"**

**Rating:** 4.0/5.0 stars
*— Giuliana S.*

[Read full review](https://www.g2.com/survey_responses/voyado-review-12975624)

---

**"[Efficient Automation and GDPR Compliance for HR](https://www.g2.com/survey_responses/voyado-review-12955776)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Human Resources*

[Read full review](https://www.g2.com/survey_responses/voyado-review-12955776)

---


#### What Are G2 Users Discussing About Voyado?

- [What is Voyado used for?](https://www.g2.com/discussions/what-is-voyado-used-for)

### 15. [Hawksearch](https://www.g2.com/products/hawksearch/reviews)
Hawksearch is an Artificial Intelligence driven personalized search and recommendations platform that powers success for any size business across all industries. Our goal is to ensure brands have innovative tools to deliver an accurate, relevant search experiences enabling users to find the relevant results for their needs in context, no matter the device, platform, or language. Having completed over 800+ implementations, Hawksearch is utilized for delivering engaging and personalized search experiences through our innovative features, which enable marketers, merchandisers and developers to accomplish their goals. Hawksearch&#39;s advanced machine learning and automation handle all the reactive and day-to-day monitoring allowing your team to focus on the big picture solution. Our conversion analyzer is built to understand your customer&#39;s keywords and convert them into phrases contained in your data. With built in metric families and libraries, you no longer need to have hundreds of synonyms to handle unit of measure and other metrics.


**Average Rating:** 4.2/5.0
**Total Reviews:** 77
**How Do G2 Users Rate Hawksearch?**

- **Integrations:** 8.0/10 (Category avg: 8.6/10)
- **Product Display:** 8.3/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 7.6/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)

**Who Is the Company Behind Hawksearch?**

- **Seller:** [Bridgeline Digital](https://www.g2.com/sellers/bridgeline-digital)
- **Year Founded:** 2000
- **HQ Location:** Burlington, MA
- **Twitter:** @Bridgeline (1,653 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/16846/ (287 employees on LinkedIn®)
- **Ownership:** NASDAQ:BLIN

**Who Uses This Product?**
- **Top Industries:** Retail, Business Supplies and Equipment
- **Company Size:** 47% Mid-Market, 28% Small-Business


#### What Are Hawksearch's Pros and Cons?

**Pros:**

- Search Efficiency (11 reviews)
- Search Quality (9 reviews)
- Ease of Use (8 reviews)
- Customer Support (7 reviews)
- Personalization (7 reviews)

**Cons:**

- Improvement Needed (4 reviews)
- Outdated Interface (3 reviews)
- Software Bugs (3 reviews)
- Complex Setup (2 reviews)
- Difficult Navigation (2 reviews)


### What Do G2 Reviewers Say About Hawksearch?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **search efficiency** of Hawksearch, achieving tailored results and a significantly improved user experience.
- Users value the **customization and AI-driven search results** of Hawksearch, greatly enhancing their overall experience.
- Users value the **ease of use** of Hawksearch, appreciating its accessibility and intuitive design for all users.
- Users commend the **excellent customer support** at Hawksearch, appreciating their helpful and thorough onboarding assistance.
- Users value the **customization options** in Hawksearch, enhancing their search experience and marketing capabilities effectively.

**Cons:**

- Users suggest that **improvement is needed** in reporting and integration of AI features for enhanced functionality and personalization.
- Users note the **outdated interface** of Hawksearch, expressing a desire for a more modern design and improved usability.
- Users report frustrating **software bugs** causing outages and inefficiencies, impacting overall satisfaction with Hawksearch&#39;s service.
- Users struggle with the **complex setup** of Hawksearch, facing significant challenges and inadequate support throughout the process.
- Users struggle with **difficult navigation** due to a cluttered backend and frequent outages affecting search functionality.

#### What Are Recent G2 Reviews of Hawksearch?

**"[A Powerful and Flexible Site Search Engine](https://www.g2.com/survey_responses/hawksearch-review-8721321)"**

**Rating:** 4.5/5.0 stars
*— Nicholas T.*

[Read full review](https://www.g2.com/survey_responses/hawksearch-review-8721321)

---

**"[Excellent Overall Experience and ECommerce Partner](https://www.g2.com/survey_responses/hawksearch-review-12468382)"**

**Rating:** 5.0/5.0 stars
*— Robert M.*

[Read full review](https://www.g2.com/survey_responses/hawksearch-review-12468382)

---


#### What Are G2 Users Discussing About Hawksearch?

- [What is Hawksearch used for?](https://www.g2.com/discussions/what-is-hawksearch-used-for)

### 16. [Nosto](https://www.g2.com/products/nosto/reviews)
Nosto is the agentic Commerce Experience Platform (CXP) that gives ecommerce leaders intuitively designed tools and AI agents to increase online revenue through end-to-end commerce experience management. With experience.AI™, Nosto’s intelligence engine, brands can enrich and connect customer, product, and content data in real-time. This unified data layer makes it actionable to personalize every step of the customer journey—from high-relevance Site Search to automated Category Merchandising, A/B testing and 1to1 Product Recommendations. To accelerate productivity, Nosto introduces Huginn, an always-on AI commerce agent. Huginn orchestrates a network of purpose-built agents to automate complex workflows, allowing teams to move from ideation to execution faster than ever before. Trusted by over 1,500 global brands—including Kylie Cosmetics, Muji, Dermalogica, and New Era—Nosto is built for scale. It empowers brands with significant SKUs to launch and optimize compelling onsite experiences without extensive IT resources. With offices in New York, London, Paris, Berlin, and Stockholm, Nosto pairs innovative agentic technology with expert support to help brands maximize their digital potential.


**Average Rating:** 4.6/5.0
**Total Reviews:** 226
**How Do G2 Users Rate Nosto?**

- **Integrations:** 8.5/10 (Category avg: 8.6/10)
- **Product Display:** 8.5/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 8.2/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)

**Who Is the Company Behind Nosto?**

- **Seller:** [Nosto Solutions](https://www.g2.com/sellers/nosto-solutions)
- **Year Founded:** 2013
- **HQ Location:** Helsinki, Southern Finland
- **Twitter:** @NostoSolutions (2,397 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2621568/ (166 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Marketing Manager
- **Top Industries:** Retail, Apparel &amp; Fashion
- **Company Size:** 49% Small-Business, 45% Mid-Market


#### What Are Nosto's Pros and Cons?

**Pros:**

- Features (14 reviews)
- Customer Support (11 reviews)
- Personalization (11 reviews)
- Recommendation Systems (11 reviews)
- Recommendations System (10 reviews)

**Cons:**

- Difficult Learning (5 reviews)
- Learning Curve (4 reviews)
- Missing Features (4 reviews)
- Expensive (3 reviews)
- Feature Limitations (3 reviews)


### What Do G2 Reviewers Say About Nosto?
*AI-generated summary from verified user reviews*

**Pros:**

- Users commend Nosto for its **easy installation and excellent support** , enhancing personalization and driving sales effectively.
- Users praise Nosto&#39;s **fantastic customer support** , highlighting prompt responses and ongoing assistance from their dedicated account manager.
- Users value the **personalization capabilities** of Nosto, enhancing customer engagement and streamlining product recommendations.
- Users appreciate the **automated and personalized product recommendations** from Nosto, enhancing engagement and revenue effortlessly.
- Users appreciate the **automated and personalized recommendations** from Nosto, significantly enhancing customer engagement and reducing manual work.

**Cons:**

- Users find Nosto&#39;s system has a **difficult learning curve** without adequate support, needing time to fully understand it.
- Users find the **learning curve steep** and require time and support to fully grasp Nosto&#39;s functionalities.
- Users express frustration over **missing features** like improved reporting tools and customization options in Nosto.
- Users find the **pricing of Nosto expensive** , especially for small businesses and after initial contract terms.
- Users face **feature limitations** with Nosto, citing lack of customization and cumbersome processes for A/B testing.

#### What Are Recent G2 Reviews of Nosto?

**"[Excellent Customer Service + Results!](https://www.g2.com/survey_responses/nosto-review-7776547)"**

**Rating:** 5.0/5.0 stars
*— Eryn D.*

[Read full review](https://www.g2.com/survey_responses/nosto-review-7776547)

---

**"[Utility and flexibility with Nosto](https://www.g2.com/survey_responses/nosto-review-11299199)"**

**Rating:** 5.0/5.0 stars
*— Jeffrey R.*

[Read full review](https://www.g2.com/survey_responses/nosto-review-11299199)

---


#### What Are G2 Users Discussing About Nosto?

- [What is Nosto used for?](https://www.g2.com/discussions/what-is-nosto-used-for) - 1 comment

### 17. [Bluecore](https://www.g2.com/products/bluecore/reviews)
Bluecore is a retail marketing platform that helps marketers turn data into revenue-generating campaigns, in minutes. With data built directly into campaign workflows alongside point-and-click predictive models, retail marketers can leave manual processes in the rearview and trigger any communication and automate the who, what, when, where of every email, mobile, site, and paid media message for each individual shopper. More than 400 brands trust Bluecore to rapidly increase customer retention and drive predictable revenue, including Express, Bass Pro Shops, Lenovo, Steve Madden, Alo Yoga, and Lulu &amp; Georgia.


**Average Rating:** 4.3/5.0
**Total Reviews:** 91
**How Do G2 Users Rate Bluecore?**

- **Integrations:** 7.5/10 (Category avg: 8.6/10)
- **Product Display:** 7.0/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 8.3/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)

**Who Is the Company Behind Bluecore?**

- **Seller:** [Bluecore](https://www.g2.com/sellers/bluecore)
- **Year Founded:** 2013
- **HQ Location:** New York, NY
- **Twitter:** @Bluecore (3,912 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3119015/ (348 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail, Apparel &amp; Fashion
- **Company Size:** 48% Mid-Market, 28% Enterprise


#### What Are Bluecore's Pros and Cons?

**Pros:**

- Ease of Use (14 reviews)
- Helpful (12 reviews)
- Customer Support (11 reviews)
- Automation (9 reviews)
- Email Marketing (9 reviews)

**Cons:**

- Campaign Issues (6 reviews)
- Learning Curve (6 reviews)
- Missing Features (6 reviews)
- Difficult Learning (5 reviews)
- Email Management (5 reviews)


### What Do G2 Reviewers Say About Bluecore?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find Bluecore&#39;s **ease of use** exceptional, streamlining email marketing with intuitive tools and support.
- Users find Bluecore&#39;s **helpful support** and tools essential for enhancing marketing strategies and boosting revenue.
- Users highlight the **exceptional customer support** at Bluecore, praising resourceful reps who effectively address challenges and strategies.
- Users commend the **automation capabilities** of Bluecore, facilitating personalized campaigns and enhancing overall business growth.
- Users praise Bluecore&#39;s **user-friendly email visual editor** and exceptional customer support, enhancing their email marketing campaigns.

**Cons:**

- Users identify **campaign issues** with Bluecore, particularly in tracking and logging email performance and outdated backend functionality.
- Users find the **learning curve steep** for Bluecore, needing additional training and resources to fully utilize the platform.
- Users highlight the **missing features** of Bluecore, including inadequate logging and limited SMS capabilities in the UK.
- Users find Bluecore’s interface **difficult to learn** , needing extra training and clearer documentation for optimal usage.
- Users find the **email tracking capabilities lacking** , with insufficient logging and reporting affecting their email management experience.

#### What Are Recent G2 Reviews of Bluecore?

**"[User-Friendly UI, But Buggy Site Capabilities](https://www.g2.com/survey_responses/bluecore-review-12269822)"**

**Rating:** 4.0/5.0 stars
*— Anna N.*

[Read full review](https://www.g2.com/survey_responses/bluecore-review-12269822)

---

**"[Simple Setup for Dynamic Campaigns](https://www.g2.com/survey_responses/bluecore-review-12357398)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Retail*

[Read full review](https://www.g2.com/survey_responses/bluecore-review-12357398)

---


#### What Are G2 Users Discussing About Bluecore?

- [What do you like most about Bluecore for retail marketing, and what improvements would you suggest?](https://www.g2.com/discussions/what-do-you-like-most-about-bluecore-for-retail-marketing-and-what-improvements-would-you-suggest)
- [How big is Bluecore?](https://www.g2.com/discussions/how-big-is-bluecore) - 1 comment
- [How does Bluecore work?](https://www.g2.com/discussions/how-does-bluecore-work)
- [What is Bluecore COM used for?](https://www.g2.com/discussions/what-is-bluecore-com-used-for)
- [What is Bluecore?](https://www.g2.com/discussions/what-is-bluecore)

### 18. [Shopware](https://www.g2.com/products/shopware/reviews)
Shopware is the open and intelligent commerce platform built for the era of Agentic, Complex, and B2B Commerce. With Agentic Commerce, Shopware is shaping the next stage of intelligent retail - where AI amplifies creativity, automates routine tasks, and enhances discovery and personalization by delivering intelligent experiences and giving you full control of your brand and data. Complex Commerce defines how Shopware handles scale, architecture, and adaptability. Whether you operate in SaaS, PaaS, your cloud, or through our Community Edition, Shopware gives you unmatched freedom to innovate. Its modular, API-first foundation simplifies integrations, multi-store management, and global growth. Trusted by 55,000+ brands, Shopware delivers the freedom and power for businesses to innovate fast and scale confidently and to adapt to what’s next.


**Average Rating:** 4.2/5.0
**Total Reviews:** 194
**How Do G2 Users Rate Shopware?**

- **Integrations:** 8.5/10 (Category avg: 8.6/10)
- **Product Display:** 7.6/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 3.9/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 9.1/10)

**Who Is the Company Behind Shopware?**

- **Seller:** [Shopware](https://www.g2.com/sellers/shopware)
- **Company Website:** https://www.shopware.com
- **Year Founded:** 2000
- **HQ Location:** Schöppingen
- **Twitter:** @shopware (6,237 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/shopware-ag/ (426 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** CEO
- **Top Industries:** Retail, Consumer Goods
- **Company Size:** 66% Small-Business, 29% Mid-Market


#### What Are Shopware's Pros and Cons?

**Pros:**

- Customizability (10 reviews)
- Ease of Use (10 reviews)
- Features (10 reviews)
- Customization (9 reviews)
- Easy Integration (8 reviews)

**Cons:**

- Expensive (5 reviews)
- Update Issues (5 reviews)
- Complex Setup (4 reviews)
- Learning Curve (4 reviews)
- Slow Performance (4 reviews)


### What Do G2 Reviewers Say About Shopware?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **high customizability** of Shopware, enabling them to efficiently manage complex e-commerce requirements.
- Users appreciate the **ease of use** with Shopware, thanks to its simple UI and easy customization options.
- Users value the **exceptional customer support** and the intuitive design of Shopware, enhancing their online store experience.
- Users value the **easy customization** options in Shopware, enhancing personalization and integration capabilities seamlessly.
- Users highlight the **easy integration** of Shopware with payment and shipping gateways, enhancing order processing efficiency.

**Cons:**

- Users find Shopware **expensive** , as many essential features require costly plugins and additional development efforts.
- Users often face **update issues** that complicate plugin compatibility and may require extensive testing and adjustments.
- Users find the **complex setup** of Shopware challenging, often needing developer support for advanced configurations.
- Users find the **learning curve steep** , often needing extra resources and support for more advanced configurations.
- Users are frustrated with Shopware’s **slow performance** , especially during loading and when handling large datasets.

#### What Are Recent G2 Reviews of Shopware?

**"[We have developed into a large company and market leader in our industry with Shopware.](https://www.g2.com/survey_responses/shopware-review-11910259)"**

**Rating:** 5.0/5.0 stars
*— Nicola N.*

[Read full review](https://www.g2.com/survey_responses/shopware-review-11910259)

---

**"[Shopware Simplifies E-Commerce with Extensive Features](https://www.g2.com/survey_responses/shopware-review-12304437)"**

**Rating:** 5.0/5.0 stars
*— Rahul .*

[Read full review](https://www.g2.com/survey_responses/shopware-review-12304437)

---


#### What Are G2 Users Discussing About Shopware?

- [Is Shopware good?](https://www.g2.com/discussions/is-shopware-good) - 2 comments
- [Why choose Shopware?](https://www.g2.com/discussions/shopware-why-choose-shopware)
- [Why choose Shopware?](https://www.g2.com/discussions/why-choose-shopware) - 1 comment
- [What is Shopware built on?](https://www.g2.com/discussions/shopware-what-is-shopware-built-on) - 1 comment
- [What is Shopware built on?](https://www.g2.com/discussions/what-is-shopware-built-on) - 2 comments

### 19. [Clerk.io](https://www.g2.com/products/clerk-io/reviews)
Clerk.io is an all-in-one e-commerce personalization platform that improves the performance and profitability of your webstore while saving you time and driving growth for your business. By using industry-leading artificial intelligence to power hyper-relevance throughout your customer journey, we automate higher conversion rates, basket sizes, and order values. At Clerk, we&#39;re dedicated to giving our customers all the tools they need to get the most out of our e-commerce personalization platform. We help our customers grow their sales through dynamic product recommendations, personalized emails, efficient site search, and audience segmentation: all with our cookieless solution. We’re here to empower our customers across the globe to deliver personalized shopping experiences for their users. Many details about our goods and services are available on our website, including regular product updates. We recognize how critical it is to update you on the most recent product changes and features so you can always stay updated. To better understand the solutions available and how they might benefit your organization, we also give user examples for the various products. Our case studies show how other businesses have increased their sales using Clerk&#39;s AI-driven technology. In addition to our resources, we provide dedicated help via our website, giving you quick access to our group of professional tech experts. Our team is committed to giving you the best advice and assistance possible so you can make the most of our platform. We are confident that our AI-driven customization solutions may assist you in achieving your professional objectives, so let us help you grow your business and reach your business goals.


**Average Rating:** 4.8/5.0
**Total Reviews:** 120
**How Do G2 Users Rate Clerk.io?**

- **Integrations:** 8.8/10 (Category avg: 8.6/10)
- **Product Display:** 8.9/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 8.9/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10)

**Who Is the Company Behind Clerk.io?**

- **Seller:** [Clerk.io](https://www.g2.com/sellers/clerk-io)
- **Year Founded:** 2011
- **HQ Location:** Copenhagen, Denmark
- **Twitter:** @Clerk_io (107 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/5307591/ (102 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** CEO
- **Top Industries:** Retail, Apparel &amp; Fashion
- **Company Size:** 80% Small-Business, 14% Mid-Market


#### What Are Clerk.io's Pros and Cons?

**Pros:**

- Customer Support (2 reviews)
- Conversion Optimization (1 reviews)
- Customer Engagement (1 reviews)
- E-commerce Marketing (1 reviews)
- Engagement (1 reviews)



### What Do G2 Reviewers Say About Clerk.io?
*AI-generated summary from verified user reviews*

**Pros:**

- Users highlight the **great technical support** from Clerk.io, especially appreciating assistance from staff like Matei and Vagner.
- Users commend Clerk.io for its **effective conversion optimization** , significantly boosting sales through valuable customer insights.
- Users value the **customer engagement tools** of Clerk.io, significantly enhancing conversion rates and boosting sales.
- Users commend Clerk.io for its **ability to enhance conversion rates** and support from dedicated customer success managers.
- Users commend Clerk.io for its ability to enhance **engagement and drive sales** through valuable support and insights.


#### What Are Recent G2 Reviews of Clerk.io?

**"[Great Recommendations and Data Insights](https://www.g2.com/survey_responses/clerk-io-review-12800757)"**

**Rating:** 4.0/5.0 stars
*— Mattia V.*

[Read full review](https://www.g2.com/survey_responses/clerk-io-review-12800757)

---

**"[Everything fine in the end](https://www.g2.com/survey_responses/clerk-io-review-12261778)"**

**Rating:** 4.0/5.0 stars
*— Sil M.*

[Read full review](https://www.g2.com/survey_responses/clerk-io-review-12261778)

---


#### What Are G2 Users Discussing About Clerk.io?

- [What is Clerk.io used for?](https://www.g2.com/discussions/what-is-clerk-io-used-for)

### 20. [Vue.ai](https://www.g2.com/products/vue-ai/reviews)
Vue.ai — Your AI Orchestration Platform 1. The efficient movement of clean, multi-modal, AI-enriched datasets that grow and change with time, are connected to multiple applications with no divergence of data, with an accurate representation of lineage 2. Real-time orchestration of models, a federated intelligence engine applied contextually while observing changing data, interactions with it from end users, and responding to it appropriately, allowing for more optimal set of outcomes 3. Deep connection between workflows, a seamless end-to-end automated approach for a connected enterprise with minimal repetitive human intervention


**Average Rating:** 4.6/5.0
**Total Reviews:** 50
**How Do G2 Users Rate Vue.ai?**

- **Integrations:** 8.3/10 (Category avg: 8.6/10)
- **Product Display:** 9.4/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 9.2/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)

**Who Is the Company Behind Vue.ai?**

- **Seller:** [Mad Street Den](https://www.g2.com/sellers/mad-street-den)
- **Year Founded:** 2016
- **HQ Location:** Redwood City, California
- **Twitter:** @vue_ai (13,112 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/vue-ai/ (34 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Apparel &amp; Fashion, Retail
- **Company Size:** 41% Mid-Market, 29% Enterprise



#### What Are Recent G2 Reviews of Vue.ai?

**"[We have seen an impact on conversion through extra model imagery.](https://www.g2.com/survey_responses/vue-ai-review-7407839)"**

**Rating:** 4.0/5.0 stars
*— Nick H.*

[Read full review](https://www.g2.com/survey_responses/vue-ai-review-7407839)

---

**"[Amazing tool with a great team behind it](https://www.g2.com/survey_responses/vue-ai-review-7373538)"**

**Rating:** 5.0/5.0 stars
*— Marieke H.*

[Read full review](https://www.g2.com/survey_responses/vue-ai-review-7373538)

---


#### What Are G2 Users Discussing About Vue.ai?

- [What is Vue.ai used for?](https://www.g2.com/discussions/what-is-vue-ai-used-for)

### 21. [Reflektion](https://www.g2.com/products/reflektion/reviews)
The Reflektion Customer Engagement Platform delivers best-in-class, highly engaging, predictive, and individualized shopping experiences across all online touch points so brands and retailers can drive more revenue and delight every visitor. A scalable, modular architecture delivers experiences for Search, Recommendations, Category, and Landing Pages, Content Personalization, and Email, all made smarter with E-Commerce AI that’s continuously uncovering hidden relationships across broad and growing combinations of products, attributes, visitor interactions, and their subtle preferences. Breakthrough 1:1 Customer Engagement Technology. Finally Within Reach. No hodge-podge of on-premises and hosted tools. No custom coding. No reliance on developers and data scientists. We built the Reflektion Customer Engagement Platform in the cloud, so any marketing and merchandising manager, at every brand and retailer can deploy plug and play visitor experiences that drive behavior, realize the benefits of real self-learning AI and configure it all with clicks, not code—and see the impact of it all with visual analytics and executive reports. Reflektion easily connects to any existing E-Commerce platform, using JavaScript or API so any online retailer can enhance their current site with the latest hyper-personalization technology, quickly and efficiently.


**Average Rating:** 4.4/5.0
**Total Reviews:** 23
**How Do G2 Users Rate Reflektion?**

- **Integrations:** 8.8/10 (Category avg: 8.6/10)
- **Product Display:** 9.3/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 8.6/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)

**Who Is the Company Behind Reflektion?**

- **Seller:** [Reflektion](https://www.g2.com/sellers/reflektion)
- **Year Founded:** 2012
- **HQ Location:** San Mateo, CA
- **Twitter:** @ReflektionInc (1,305 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/reflektion (11 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail
- **Company Size:** 46% Mid-Market, 33% Enterprise



#### What Are Recent G2 Reviews of Reflektion?

**"[Allowed us to grow our business and improve technology on our website](https://www.g2.com/survey_responses/reflektion-review-4134884)"**

**Rating:** 4.5/5.0 stars
*— Michael K.*

[Read full review](https://www.g2.com/survey_responses/reflektion-review-4134884)

---

**"[Incredibly Intuitive](https://www.g2.com/survey_responses/reflektion-review-4413121)"**

**Rating:** 5.0/5.0 stars
*— Jason B.*

[Read full review](https://www.g2.com/survey_responses/reflektion-review-4413121)

---


#### What Are G2 Users Discussing About Reflektion?

- [What is Reflektion used for?](https://www.g2.com/discussions/what-is-reflektion-used-for)

### 22. [Syte](https://www.g2.com/products/syte/reviews)
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 they love. Our solutions, including camera search, personalization engines, and smart in-store tools, empower shoppers to discover and purchase products in the same way they live their lives -- instant, intuitive, visual. Leading brands and retailers partner with Syte to provide on-demand, hyper-personalized experiences that drive conversion, increase average order value, and spark lifelong loyalty. for more information visit www.syte.ai


**Average Rating:** 4.6/5.0
**Total Reviews:** 76
**How Do G2 Users Rate Syte?**

- **Integrations:** 9.4/10 (Category avg: 8.6/10)
- **Product Display:** 9.1/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 8.7/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)

**Who Is the Company Behind Syte?**

- **Seller:** [Syte](https://www.g2.com/sellers/syte)
- **Year Founded:** 2015
- **HQ Location:** Tel Aviv
- **Twitter:** @SyteAI (686 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/syte-ai/ (63 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail, Apparel &amp; Fashion
- **Company Size:** 41% Enterprise, 38% Mid-Market



#### What Are Recent G2 Reviews of Syte?

**"[Spot on Performance and seamless onboarding](https://www.g2.com/survey_responses/syte-review-9506743)"**

**Rating:** 4.5/5.0 stars
*— Sushanth Kumar .*

[Read full review](https://www.g2.com/survey_responses/syte-review-9506743)

---

**"[Great company &amp; solution!](https://www.g2.com/survey_responses/syte-review-9800819)"**

**Rating:** 4.5/5.0 stars
*— Anneka P.*

[Read full review](https://www.g2.com/survey_responses/syte-review-9800819)

---


#### What Are G2 Users Discussing About Syte?

- [What is the main function of system software?](https://www.g2.com/discussions/what-is-the-main-function-of-system-software)
- [What are two features of system software?](https://www.g2.com/discussions/what-are-two-features-of-system-software)
- [What are system features?](https://www.g2.com/discussions/what-are-system-features)
- [What are the features of system software?](https://www.g2.com/discussions/what-are-the-features-of-system-software)

### 23. [Monetate](https://www.g2.com/products/monetate/reviews)
Monetate helps organizations make digital experiences personal and profitable. We empower merchandising, marketing, and technical teams by delivering category-defining customer experiences that drive over $230 billion in annual revenue. More of the top 1,000 retailers than any other vendor use Monetate’s AI-powered search, merchandising, testing, and personalization capabilities to increase customer engagement, boost conversion rates, and maximize revenue through interactions that matter to customers. Global companies deliver customer-centric content, product recommendations, and experiences powered by Monetate’s unique blend of machine learning and natural language processing that analyzes real-time and historical data, intent, and meaning.


**Average Rating:** 4.1/5.0
**Total Reviews:** 127
**How Do G2 Users Rate Monetate?**

- **Integrations:** 6.3/10 (Category avg: 8.6/10)
- **Product Display:** 6.0/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 7.3/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)

**Who Is the Company Behind Monetate?**

- **Seller:** [Monetate](https://www.g2.com/sellers/monetate-0016d06a-2f85-4105-9fad-407d1891d243)
- **Company Website:** https://monetate.com/
- **Year Founded:** 2008
- **HQ Location:** New York
- **Twitter:** @monetate (5,819 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/monetate-/about/ (107 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail, Apparel &amp; Fashion
- **Company Size:** 41% Enterprise, 38% Mid-Market


#### What Are Monetate's Pros and Cons?

**Pros:**

- Ease of Use (7 reviews)
- Experience (6 reviews)
- Helpful (4 reviews)
- Automation (3 reviews)
- Content Personalization (3 reviews)

**Cons:**

- Missing Features (6 reviews)
- Feature Deficiency (5 reviews)
- Poor Interface Design (4 reviews)
- Data Inaccuracy (3 reviews)
- Design Issues (3 reviews)


### What Do G2 Reviewers Say About Monetate?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of Monetate, especially valuing its clear analytics and user-friendly features.
- Users value the **flexible A/B testing capabilities** of Monetate, enabling data-driven improvements to their websites.
- Users appreciate the **helpful support team** of Monetate, ensuring assistance is always available and enhances their experience.
- Users value the **ease of automation** in Monetate, enabling seamless test campaigns and scheduled experiences.
- Users value Monetate&#39;s **content personalization** , enabling tailored experiences and quick adjustments for diverse audiences.

**Cons:**

- Users feel frustrated by the **missing fundamental features** in Monetate, impacting reliability and overall usability.
- Users express dissatisfaction with the **feature deficiency** in Monetate, finding it lacks intuitive usability and diagnostics.
- Users find the **poor interface design** of Monetate outdated and confusing, especially for new users without technical experience.
- Users experience **data inaccuracy** that complicates reporting and hinders effective decision-making based on analytics.
- Users find the **difficult user interface and limited metrics** of Monetate hinder their overall experience and understanding.

#### What Are Recent G2 Reviews of Monetate?

**"[Ecommerce Personalization and Promotions Strategist](https://www.g2.com/survey_responses/monetate-review-9556799)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Business Supplies and Equipment*

[Read full review](https://www.g2.com/survey_responses/monetate-review-9556799)

---

**"[cost and ease of use, as well as having a csm that is active](https://www.g2.com/survey_responses/monetate-review-11922190)"**

**Rating:** 4.0/5.0 stars
*— ronald w.*

[Read full review](https://www.g2.com/survey_responses/monetate-review-11922190)

---


#### What Are G2 Users Discussing About Monetate?

- [What is Kibo Personalization (formerly Monetate and Certona) used for?](https://www.g2.com/discussions/what-is-kibo-personalization-formerly-monetate-and-certona-used-for)

### 24. [Netcore Unbxd](https://www.g2.com/products/netcore-unbxd/reviews)
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 Discovery for the second consecutive year and earning the highest score in Current Offering &amp; In-Session Personalization in The Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025, Netcore Unbxd stands at the forefront of the category. Powered by advanced search, merchandising, personalization, and Agentic ecommerce, Netcore Unbxd ensures shoppers find the right products faster, leading to higher conversions, order values, and customer satisfaction. Its architecture is built for scale, delivering responses in milliseconds to ensure consistent speed and relevance with zero downtime in the last 10 years. Trusted by leading retailers and brands worldwide, Netcore Unbxd is designed to help ecommerce leaders deliver frictionless discovery experiences and data-driven merchandising strategies, empowered by a proactive shopping agent and automated attribute enrichment for accurate facets, targeted promotions, and inventory-aware recommendations that meet the demands of modern digital commerce.


**Average Rating:** 4.4/5.0
**Total Reviews:** 65
**How Do G2 Users Rate Netcore Unbxd?**

- **Integrations:** 7.8/10 (Category avg: 8.6/10)
- **Product Display:** 7.8/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 7.9/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10)

**Who Is the Company Behind Netcore Unbxd?**

- **Seller:** [Unbxd](https://www.g2.com/sellers/unbxd)
- **Company Website:** https://netcoreunbxd.com/
- **Year Founded:** 2010
- **HQ Location:** 205 W 37th Street, New York 10018, USA
- **Twitter:** @Unbxd (809 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2002838/ (207 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail, Apparel &amp; Fashion
- **Company Size:** 57% Mid-Market, 25% Small-Business


#### What Are Netcore Unbxd's Pros and Cons?

**Pros:**

- Customer Support (11 reviews)
- Search Efficiency (9 reviews)
- Customer Satisfaction (8 reviews)
- Ease of Use (7 reviews)
- Personalization (6 reviews)

**Cons:**

- Delays (4 reviews)
- Integration Issues (4 reviews)
- Time-Consuming (4 reviews)
- Complex Reporting (3 reviews)
- Learning Difficulty (3 reviews)


### What Do G2 Reviewers Say About Netcore Unbxd?
*AI-generated summary from verified user reviews*

**Pros:**

- Users commend the **prompt customer support** of Unbxd, appreciating their quick resolutions and attentive service.
- Users benefit from **fast and accurate AI-powered search** , enhancing product discovery and overall shopping experience with personalized suggestions.
- Users commend the **prompt customer service** of Netcore Unbxd, enhancing experience and boosting conversion rates effectively.
- Users find the **ease of use** of Netcore Unbxd facilitates effective communication and smooth product discovery.
- Users appreciate the **personalized suggestions** from Netcore Unbxd, enhancing their shopping experience and improving conversions.

**Cons:**

- Users experience **delays** in issue resolution and deployment, which hampers overall efficiency with Netcore Unbxd.
- Users face **integration issues** with Netcore Unbxd, as it lacks seamless connectivity with Shopify&#39;s ecosystem and requires developer expertise.
- Users find the **implementation process time-consuming** , causing delays and complexities that hinder full deployment of the platform.
- Users highlight the **complex reporting** as challenging, requiring developer expertise that burdens small teams unnecessarily.
- Users experience a **steep learning curve** with Unbxd, requiring significant time and effort to adapt effectively.

#### What Are Recent G2 Reviews of Netcore Unbxd?

**"[Extremely powerful ecommerce search solution — best with some developer support](https://www.g2.com/survey_responses/netcore-unbxd-review-11090463)"**

**Rating:** 4.0/5.0 stars
*— Halfdan H.*

[Read full review](https://www.g2.com/survey_responses/netcore-unbxd-review-11090463)

---

**"[Very Useful Tool for e-Commerce Search](https://www.g2.com/survey_responses/netcore-unbxd-review-11282858)"**

**Rating:** 4.5/5.0 stars
*— Dimple F.*

[Read full review](https://www.g2.com/survey_responses/netcore-unbxd-review-11282858)

---


#### What Are G2 Users Discussing About Netcore Unbxd?

- [What does Unbxd do?](https://www.g2.com/discussions/what-does-unbxd-do)
- [Why Unbxd?](https://www.g2.com/discussions/why-unbxd)
- [Is Unbxd a product based company?](https://www.g2.com/discussions/is-unbxd-a-product-based-company)

### 25. [Fast Simon](https://www.g2.com/products/fast-simon/reviews)
Fast Simon redefines ecommerce product discovery by combining AI with merchant insight to inspire shoppers. Merchandising, personalization, search, and AI assistants operate together, adapting to every shopper interaction, delivering sustained increases in conversion, AOV, and revenue. Designed from the ground up for automation &amp; self-service, Fast Simon delivers AI search, collection filters, merchandising, personalization, similar styles, and complete-the-look to increase merchants’ conversion rate and AOV. Our integrated platform not only replaces point solutions, but also delivers superior experience due to the number of data streams fed to its AI engine. Fast Simon uses shopper behavior signals, store signals and merchant policies to deliver personalized search, collections, upsell, cross-sell, ad-platforms data feeds, and campaigns.


**Average Rating:** 4.2/5.0
**Total Reviews:** 16
**How Do G2 Users Rate Fast Simon?**

- **Integrations:** 10.0/10 (Category avg: 8.6/10)
- **Product Display:** 8.3/10 (Category avg: 8.8/10)
- **Reports &amp; Analytics:** 7.5/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 9.1/10)

**Who Is the Company Behind Fast Simon?**

- **Seller:** [Fast Simon](https://www.g2.com/sellers/fast-simon)
- **Company Website:** https://www.fastsimon.com/
- **Year Founded:** 2013
- **HQ Location:** Toronto, CA
- **LinkedIn® Page:** https://www.linkedin.com/company/fast-simon/ (51 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail
- **Company Size:** 76% Small-Business, 24% Mid-Market



#### What Are Recent G2 Reviews of Fast Simon?

**"[Most Capable Search &amp; Filter App—Intelligent, Easy to Use, and Backed by Exceptional Support](https://www.g2.com/survey_responses/fast-simon-review-12896765)"**

**Rating:** 5.0/5.0 stars
*— David F.*

[Read full review](https://www.g2.com/survey_responses/fast-simon-review-12896765)

---

**"[Handles Large Catalogs Smoothly with Helpful Turbolinks](https://www.g2.com/survey_responses/fast-simon-review-12902280)"**

**Rating:** 5.0/5.0 stars
*— Adam S.*

[Read full review](https://www.g2.com/survey_responses/fast-simon-review-12902280)

---


#### What Are G2 Users Discussing About Fast Simon?

- [What is InstantSearch+ used for?](https://www.g2.com/discussions/what-is-instantsearch-used-for)
- [What is Algolia API?](https://www.g2.com/discussions/what-is-algolia-api)
- [How do I add Algolia?](https://www.g2.com/discussions/how-do-i-add-algolia)
- [What is Algolia used for?](https://www.g2.com/discussions/what-is-algolia-used-for)
- [What is InstantSearch?](https://www.g2.com/discussions/what-is-instantsearch)


## What Is E-Merchandising Software?

[E-Commerce Software](https://www.g2.com/categories/e-commerce)

## What Software Categories Are Similar to E-Merchandising Software?

- [E-Commerce Personalization Software](https://www.g2.com/categories/e-commerce-personalization)
- [Personalization Software](https://www.g2.com/categories/personalization)
- [E-Commerce Search Software](https://www.g2.com/categories/e-commerce-search)


---

## How Do You Choose the Right E-Merchandising Software?

### What You Should Know About E-Merchandising Software

### What is E-Merchandising Software?

E-merchandising software provides various optimization tools for e-commerce businesses to maximize profits for their online store. These tools can organize product displays, optimize searches, and provide personalized recommendations. The goal of e-merchandising software is to increase customer conversion and reduce cart abandonment while also encouraging a customer to purchase more during each transaction. Artificial intelligence plays a large role in e-merchandising, providing the tools to leverage past customer data and behavior to predict and influence future behavior.

Much like retail merchandising strategies that package and place items to encourage customers to purchase more or purchase certain items together, e-merchandising tools take those principles and apply them to an e-commerce setting. By also making it easier for customers to find exactly what they are looking for in an online store, customers are more likely to make a purchase.

Key Benefits of E-Merchandising Software

- Increased customer conversion
- Reduced cart abandonment
- Easier site navigation for customers
- Personalized recommendations to encourage additional purchases

### Why Use E-Merchandising Software?

E-merchandising software will make your store’s content both easier to navigate and more attractive to potential customers.

**Increased customer conversion —** Customers who can easily find what they want are more likely to make a purchase, and so are customers who receive personalized recommendations. With e-merchandising software, your products can be presented in a way that encourages customers to buy more, in an expedited manner.

**Reduced cart abandonment —** A major problem that e-commerce businesses face is customers who place items in their cart but leave the site before purchasing them. With e-merchandising software, products can be presented in a way that makes them more attractive to customers (using data to determine what increases conversion) to reduce cart abandonment. The tool can also leverage data collected from customers and site visitors to improve the store over time.

**Increased loyalty —** Customers appreciate simple shopping experiences and personalized suggestions, so e-merchandising software can improve customer loyalty when used well. Some e-merchandising tools may even have built-in loyalty features such as accumulating points for an eventual discount or special gifts for subscribing to a newsletter that can encourage customers to return.

### Who Uses E-Merchandising Software?

**E-commerce business owners —** This is the obvious application: those running an e-commerce business seeking to increase growth and improve sales. E-merchandising tools can certainly help with this when used correctly and expectations are tempered.

**Marketers —** Marketers can use e-merchandising tools to improve the presentation of their company’s or clients’ products online. By testing different approaches, they can determine which strategies work well with certain demographics and roll those changes out on a larger scale.

### E-Merchandising Software Features

**Product recommendations —** Prominently featuring product recommendations is an effective approach to converting browsers into buyers. This can also be a good way to boost underperforming products or test display or visualization strategies.

**Visual merchandising —** When shopping online, how the product is represented in pictures and other visual means is all the customer has to go on when making a choice. E-merchandising tools may help adjust and test visual merchandising strategies to find the method that works best for your business and your customers.

**Personalization —** Every shopper appreciates personalized recommendations, and e-merchandising software provides the tools for online stores to offer product recommendations based on purchasing history and viewing history. This can increase conversion and loyalty, helping customers discover products they might not have found on their own.

**Shopping cart recommendations —** Much like personalized product recommendations, additional recommendations within a customer’s shopping cart can make for a quick and easy upsell as they are about to check out.

**Data collection —** Data is any business’ strongest tool, and e-merchandising can help your business collect data on customer shopping behavior as well as which merchandising strategies are beneficial.

**Artificial intelligence —** Artificial intelligence powers a variety of software, but e-merchandising can particularly benefit because of the technology&#39;s ability to create personalized recommendations. Using artificial intelligence, e-merchandising software can recommend products shoppers are likely to buy based on a variety of data collected by the tool. And as it continuously learns, the predictions will improve.

### Trends Related to E-Merchandising Software

**Machine learning —** Similar to artificial intelligence, machine learning enables software to learn how to perform a specific task as it is provided more and more data. Using machine learning and artificial intelligence, e-merchandising software can provide more and more personalized recommendations.

**Personalization —** Personalized shopping experiences are attractive to many demographics, and e-merchandising allows online stores to personalize the experience with minimal work on the part of the business. Using data and artificial intelligence, each visitor to the store can receive recommendations that are updated as they make purchases and view items.

### Software and Services Related to E-Merchandising Software

[**E-commerce platforms**](https://www.g2.com/categories/e-commerce-platforms) **—** E-commerce platforms are the platform upon which most e-merchandising software is implemented or integrated. E-commerce businesses create their online store using an e-commerce platform, and the e-merchandising solution adjusts that store accordingly. In many cases, without an e-commerce platform, e-merchandising cannot be used.

[**E-commerce personalization**](https://www.g2.com/categories/e-commerce-personalization) **—** E-commerce personalization software focuses primarily on creating tailored shopping experiences. Rather than focus on the presentation of the products, e-commerce personalization provides personal messaging and product recommendations based on their history on the site. Many e-merchandising tools contain e-personalization features.

[**Product information management (PIM)**](https://www.g2.com/categories/product-information-management-pim) **—** Product information management software centralizes product information, which can then be adjusted by the e-merchandising tool to maximise effectiveness. While PIM software maintains the integrity of product information, e-merchandising packages that information in the most attractive way possible.



