# Best E-Merchandising Software - Page 2

*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 (594 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 (558 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'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'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 (765 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 | [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)" |
| 9 | [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)" |
| 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'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'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'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'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 (Jul 2026)
- **Average Rating**: 4.55/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product**: Rapid Search (+0.51%) - Among all products in this category, Rapid Search recorded the largest rating increase compared to last month
*Last updated: July 04, 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's Box](https://www.g2.com/products/luigi-s-box/reviews)
- **Easiest to Use:** [Luigi'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. [Raptor Services](https://www.g2.com/products/raptor-services/reviews)
Raptor Services is a specialized Personalization and Customer Data Platform (CDP) designed to assist brands in understanding and engaging with their customers more effectively. By leveraging advanced data analytics and user behavior recognition across multiple channels, Raptor empowers businesses to deliver tailored experiences that resonate with their audience. Raptor's CDP is particularly valuable for brands seeking to enhance customer interactions and drive conversion rates through personalized marketing strategies. The target audience for Raptor includes marketing and CRM teams, e-commerce businesses, and customer experience professionals who are focused on optimizing their engagement strategies. With the increasing demand for personalized content and recommendations, brands that utilize Raptor can effectively harness customer data to create meaningful interactions. This is especially crucial in today’s competitive market, where understanding consumer behavior is key to retaining customers and fostering loyalty. Raptor offers a variety of use cases that cater to different aspects of customer engagement. For instance, brands can utilize the platform to analyze user behavior across various touchpoints, allowing for the identification of trends and preferences. This insight enables companies to craft personalized recommendations that enhance the shopping experience. Additionally, the platform facilitates seamless data activation across channels, ensuring that marketing efforts are cohesive and targeted, ultimately leading to improved conversion rates and customer satisfaction. Key features of Raptor include robust data integration capabilities, real-time analytics, and customizable user interfaces. The platform allows businesses to consolidate data from various sources, providing a holistic view of customer interactions. Real-time analytics enable brands to respond promptly to user behavior, making it possible to adjust marketing strategies on the fly. Furthermore, the customizable interface allows users to tailor the platform to their specific needs, ensuring that they can access the information and tools necessary for their unique marketing objectives. By offering a comprehensive solution for personalization and data management, Raptor Services stands out in the market as a vital tool for brands aiming to enhance their customer engagement strategies. The ability to recognize and respond to user behavior across channels not only improves workflows but also enriches the overall user experience, making it an essential resource for any brand looking to thrive in a data-driven landscape.


**Average Rating:** 4.7/5.0
**Total Reviews:** 94
**How Do G2 Users Rate Raptor Services?**

- **Integrations:** 8.2/10 (Category avg: 8.6/10)
- **Product Display:** 7.8/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 7.3/10 (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 Raptor Services?**

- **Seller:** [Ibexa](https://www.g2.com/sellers/ibexa)
- **Company Website:** https://www.ibexa.co/
- **Year Founded:** 1999
- **HQ Location:** Oslo, Norway
- **Twitter:** @IBEXA (2 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/ibexa (159 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail, Marketing and Advertising
- **Company Size:** 46% Mid-Market, 36% Small-Business


#### What Are Raptor Services's Pros and Cons?

**Pros:**

- Customer Support (14 reviews)
- Helpful (11 reviews)
- Personalization (11 reviews)
- Customization (8 reviews)
- Ease of Use (8 reviews)

**Cons:**

- Complex Implementation (2 reviews)
- Delays (2 reviews)
- Expensive (2 reviews)
- Filtering Issues (2 reviews)
- Implementation Delays (2 reviews)


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

**Pros:**

- Users highlight the **exceptional customer support** of Raptor Services, appreciating the team's professionalism and readiness to assist.
- Users commend Raptor Services for their **helpful support and personalized solutions** , enhancing overall business effectiveness.
- Users value the **personalization solutions** provided by Raptor Services, enhancing client experiences through tailored recommendations.
- Users value the **customization options** of Raptor Services, enhancing their business operations and customer experiences significantly.
- Users commend the **ease of use** of Raptor Services, noting its quick implementation and user-friendly features.

**Cons:**

- Users find the **complex implementation** of Raptor Services challenging, causing additional development work and confusion.
- Users experience significant **delays** during implementation, leading to confusion and extra development efforts.
- Users find Raptor Services to be **expensive** , especially for small businesses or those new to customer data solutions.
- Users experience **filtering issues** with Raptor Services, finding it challenging to start without auto-generated audiences.
- Users experience **implementation delays** with Raptor Services, finding integration with existing systems takes longer than expected.

#### What Are Recent G2 Reviews of Raptor Services?

**"[The smart and simple way to do personalisation](https://www.g2.com/survey_responses/raptor-services-review-11941605)"**

**Rating:** 4.0/5.0 stars
*— Nikolaj E.*

[Read full review](https://www.g2.com/survey_responses/raptor-services-review-11941605)

---

**"[A professional partnership – even when things get tough](https://www.g2.com/survey_responses/raptor-services-review-11942206)"**

**Rating:** 4.5/5.0 stars
*— Anette B.*

[Read full review](https://www.g2.com/survey_responses/raptor-services-review-11942206)

---



### 2. [Mason](https://www.g2.com/products/mason/reviews)
Brand stores today are cookie-cutter -- made for a single browse-to-buy journey for every customer. No matter who the shoppers are. No matter where they come from. 👉🏽 What happens next for the shopper? Too many choices. Indecision. No sales. In fact, 98% of visitors to an online web store never end up buying. This is a rapidly escalating problem, with ROAS for brands touching an all-time low. As a result, brands are being held at the gunpoint of marketplaces that squeeze the profits out of their pockets. Mason emerged from this insight. We need to simplify commerce. It is an AI Shopping Copilot - accelerating online sales for global brands & retailers across channels. Mason nudges shoppers with AI-powered hyper-personalized shopping journeys - including capabilities such as dynamic offers, generative product bundles, realtime sale nudges and more - that is geared for ‘excite’, ‘decide’, ‘buy’. In a nutshell, 1. Brands & retailers can understand their shoppers on owned channels such as webstore, WhatsApp, etc., via 1-on-1 generative engagement apps such as quizzes, product finder wizards, etc. 2. Brands can utilize the insights to then nudge users with dynamic sales and promotions, automatic product bundles, upsell & cross-sells, generative landing pages, etc., across channels. With Mason, the aim is simple - we help brands & retailers run profitable businesses - taking the middlemen out of the picture.


**Average Rating:** 4.6/5.0
**Total Reviews:** 10
**How Do G2 Users Rate Mason?**

- **Integrations:** 7.7/10 (Category avg: 8.6/10)
- **Product Display:** 8.1/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 7.5/10 (Category avg: 8.4/10)

**Who Is the Company Behind Mason?**

- **Seller:** [Mason](https://www.g2.com/sellers/mason)
- **Year Founded:** 2020
- **HQ Location:** Oakville, Ontario
- **Twitter:** @getmasondotio (431 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/get-mason/ (148 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 60% Small-Business, 40% Mid-Market



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

**"[We recovered 37% more abandoned carts in the first month](https://www.g2.com/survey_responses/mason-review-8307078)"**

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

[Read full review](https://www.g2.com/survey_responses/mason-review-8307078)

---

**"[Must have for a Shopify e-commerce brand](https://www.g2.com/survey_responses/mason-review-8314285)"**

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

[Read full review](https://www.g2.com/survey_responses/mason-review-8314285)

---


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

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

### 3. [Shutter Stream](https://www.g2.com/products/shutter-stream/reviews)
Iconasys is a developer of product photography software and hardware for eCommerce product photography. Our software solutions are designed to enable users of any skill level to efficiently create high quality still & 360 product images in-house. Product photography is often a pain point for many eCommerce Vendors as it is a resource intensive and time consuming task. Shutter Stream Photography Software solves this by integrating image composition, camera control, image editing and image processing tools into a single stand-alone application that really helps to automate and batch process standard imaging tasks (on average customers increase efficiencies by about 800%). To give you a better idea of how Shutter Stream works please take a look at either of the following videos: Apparel Photography Video: http://iconasys.com/shutter-stream-photography-software-industy/fashion-and-clothing-photography/ Small Product Photography Video: http://iconasys.com/shutter-stream-product-photography-software-overview/how-shutter-stream-product-photography-software-works/ Our line of 360 Product Photography Software and hardware feature a stand alone application for 360 Product Photography that can work with a wide variety of photography turntables to streamline and automate the 360 Product Photography Workflow. We also manufacture a line of USB controlled Product Photography Turntables that automate 360 image capture in a turn, stop, snap automated workflow. Output from our 360 Product Photography Software is an interactive 360 View in HTML5 output that can be self hosted and easily embed into any website. Additional info can be found at: http://iconasys.com/shutter-stream-360-product-photography-software-overview/


**Average Rating:** 4.9/5.0
**Total Reviews:** 15
**How Do G2 Users Rate Shutter Stream?**

- **Integrations:** 10.0/10 (Category avg: 8.6/10)
- **Product Display:** 10.0/10 (Category avg: 8.8/10)
- **Reports & 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 Shutter Stream?**

- **Seller:** [Iconasys](https://www.g2.com/sellers/iconasys)
- **Year Founded:** 2013
- **HQ Location:** Irvine, CA
- **Twitter:** @Iconasys (616 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3631558/ (3 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 87% Small-Business, 7% Mid-Market



#### What Are Recent G2 Reviews of Shutter Stream?

**"[Top notch customer service and turntable](https://www.g2.com/survey_responses/shutter-stream-review-7467635)"**

**Rating:** 5.0/5.0 stars
*— Mark P.*

[Read full review](https://www.g2.com/survey_responses/shutter-stream-review-7467635)

---

**"[Why did I wait so long to start with Iconasys](https://www.g2.com/survey_responses/shutter-stream-review-6531527)"**

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

[Read full review](https://www.g2.com/survey_responses/shutter-stream-review-6531527)

---


#### What Are G2 Users Discussing About Shutter Stream?

- [What is Shutter Stream used for?](https://www.g2.com/discussions/what-is-shutter-stream-used-for)

### 4. [Arqspin](https://www.g2.com/products/arqspin/reviews)
Arqspin has software services and applications that incorporate advances in interactive 3D visualization, computer graphics, computer vision, computational photography, and mobile photography/videography.


**Average Rating:** 4.6/5.0
**Total Reviews:** 12
**How Do G2 Users Rate Arqspin?**

- **Integrations:** 8.8/10 (Category avg: 8.6/10)
- **Product Display:** 9.2/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 7.9/10 (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 Arqspin?**

- **Seller:** [Arqball](https://www.g2.com/sellers/arqball)
- **Year Founded:** 2010
- **HQ Location:** Charlottesville, VA
- **Twitter:** @arqspin (65 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1437849/ (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 75% Small-Business, 17% Enterprise



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

**"[The easiest way to create Real 360 images for your product](https://www.g2.com/survey_responses/arqspin-review-4981396)"**

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

[Read full review](https://www.g2.com/survey_responses/arqspin-review-4981396)

---

**"[Its been useful and helping](https://www.g2.com/survey_responses/arqspin-review-4866361)"**

**Rating:** 4.5/5.0 stars
*— Usama A.*

[Read full review](https://www.g2.com/survey_responses/arqspin-review-4866361)

---


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

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

### 5. [Doogma Designer](https://www.g2.com/products/doogma-designer/reviews)
The patented Doogma Designer enables all of this without writing even one new line of software code. With thousands of product designers already created, we know we can do one for your products as well.


**Average Rating:** 4.5/5.0
**Total Reviews:** 12
**How Do G2 Users Rate Doogma Designer?**

- **Integrations:** 9.6/10 (Category avg: 8.6/10)
- **Product Display:** 9.3/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 9.6/10 (Category avg: 8.4/10)

**Who Is the Company Behind Doogma Designer?**

- **Seller:** [Doogma](https://www.g2.com/sellers/doogma)
- **Year Founded:** 2010
- **HQ Location:** Northbrook, IL
- **Twitter:** @DoogmaDesigner (14 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2566769 (7 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 83% Small-Business, 17% Mid-Market



#### What Are Recent G2 Reviews of Doogma Designer?

**"[Very easy to use & better than other market tool](https://www.g2.com/survey_responses/doogma-designer-review-8318985)"**

**Rating:** 4.5/5.0 stars
*— Kaushik M.*

[Read full review](https://www.g2.com/survey_responses/doogma-designer-review-8318985)

---

**"[Doogma Designer Review](https://www.g2.com/survey_responses/doogma-designer-review-8325557)"**

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

[Read full review](https://www.g2.com/survey_responses/doogma-designer-review-8325557)

---



### 6. [Productsup](https://www.g2.com/products/productsup/reviews)
Productsup is a global leader in enterprise feed management and product content syndication. Founded in 2010 and headquartered in Berlin, Germany, the company operates across major markets including the US, UK, Germany, the Netherlands, and Australia. Trusted by more than 1,000 businesses—among them global giants like L'Oréal, ALDI, Sephora, and PUMA—Productsup processes more than 2 trillion products each month, surpassing the monthly data requests handled by Google Search. Privately held and backed by leading investors, such as Nordwind Capital and Bregal Milestone, Productsup empowers enterprise-level businesses to meet the demands of modern commerce with speed, agility, and precision. The Productsup platform powers the entire product content journey—from onboarding and standardizing supplier data to optimizing and syndicating content across more than 2,500 channels, including marketplaces, retailers, social media platforms, and data pools. Designed for complex, global operations, the platform supports multi-language, multi-brand, and multi-geo requirements, offering unmatched scalability and performance. Core use cases include feed management for advertising, marketplace integration, supplier onboarding, and product content syndication. With deep integrations to channels like Amazon, Meta, TikTok, and Google, along with AI-driven workflows, customizable automation, and real-time analytics, Productsup helps businesses scale efficiently while ensuring high-quality, channel-ready content. Productsup solves one of the most pressing challenges in digital commerce: delivering consistent, engaging product experiences across every customer touchpoint. By centralizing all feed management and syndication operations into a single platform, it accelerates time-to-market, reduces operational costs, increases ROI, and expands global reach. Whether managing millions of SKUs or launching products across dozens of countries, businesses rely on Productsup to maintain data accuracy, brand consistency, and performance agility. As the only platform supporting all major use cases in one solution, Productsup offers a strategic advantage for businesses aiming to thrive in an increasingly complex and fragmented commerce landscape.


**Average Rating:** 4.4/5.0
**Total Reviews:** 30
**How Do G2 Users Rate Productsup?**

- **Integrations:** 8.7/10 (Category avg: 8.6/10)
- **Product Display:** 8.3/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 6.7/10 (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 Productsup?**

- **Seller:** [Productsup](https://www.g2.com/sellers/productsup)
- **Company Website:** https://www.productsup.com/?utm_campaign=11835248-2025-G2-profile&utm_source=G2
- **Year Founded:** 2010
- **HQ Location:** Berlin, Germany
- **Twitter:** @productsup (1,051 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/productsup/posts/?feedView=all (210 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail, Apparel & Fashion
- **Company Size:** 42% Enterprise, 35% Mid-Market


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

**Pros:**

- Customer Support (4 reviews)
- Ease of Use (4 reviews)
- Reliability (4 reviews)
- Data Management (3 reviews)
- Features (3 reviews)

**Cons:**

- Missing Features (2 reviews)
- Slow Loading (2 reviews)
- Slow Performance (2 reviews)
- Complexity (1 reviews)
- Complex System Design (1 reviews)


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

**Pros:**

- Users commend the **quick and helpful customer support** of Productsup, enhancing their overall experience with the tool.
- Users appreciate the **ease of use** of Productsup, finding the interface intuitive and efficient for managing data.
- Users value the **reliability** of Productsup, benefiting from consistent performance and excellent customer support in daily operations.
- Users appreciate the **efficient data management** of Productsup, enabling quick updates and consistent information across channels.
- Users appreciate the **versatile features** of Productsup, which enhance scalability and streamline data management across multiple channels.

**Cons:**

- Users find the **lack of individual export scheduling** and slow processing during operations a significant drawback of Productsup.
- Users experience **slow loading times** during data processing, which can interrupt workflow and efficiency.
- Users experience **slow performance** with Productsup during data processing, leading to delays in their workflow.
- Users experience **complexity-related slowdowns** with Productsup, especially during data processing for intricate accounts.
- Users find that the **complex system design** can lead to slow performance during data processing, affecting workflow.

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

**"[Powerful A/B Testing and Feed Setup for GMC](https://www.g2.com/survey_responses/productsup-review-12841985)"**

**Rating:** 4.0/5.0 stars
*— Denny L.*

[Read full review](https://www.g2.com/survey_responses/productsup-review-12841985)

---

**"[Effortless Data Management with Stellar Support](https://www.g2.com/survey_responses/productsup-review-13035827)"**

**Rating:** 5.0/5.0 stars
*— Johannes Sælsen N.*

[Read full review](https://www.g2.com/survey_responses/productsup-review-13035827)

---


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

- [What is feed management?](https://www.g2.com/discussions/what-is-feed-management)
- [What does GoDataFeed do?](https://www.g2.com/discussions/productsup-what-does-godatafeed-do)
- [Who owns Productsup?](https://www.g2.com/discussions/who-owns-productsup)

### 7. [Rapid Search](https://www.g2.com/products/rapid-search/reviews)
Turn Search Into Sales with AI-Powered Product Discovery for Shopify Stores 🚀 Rapid Search helps Shopify merchants unlock higher conversions, lower bounce rates, and better user experience with upgraded on-site search and filtering. Trusted by over 4,000 stores worldwide, our app offers typo-tolerant search, predictive autocomplete, customizable filters, built-in merchandising tools, and other smart features that feel native to your store. Whether you're just getting started or scaling up to a million products, Rapid Search delivers seamless, reliable discovery that drives results — all without any coding needed. FEATURES FOR INCREASING YOUR CONVERSION RATE: ✅ AI-powered autocomplete with typo tolerance ✅ Predictive, zero-character search results ✅ Fully customizable filters for size, color, tags, and more ✅ Built-in merchandising: pin, demote, or hide products ✅ Seamless theme integration ✅ Blazing-fast performance without slowing down your store ✅ One-click setup — live in minutes, no developers needed ✅ Search analytics to identify high-intent queries and no-result gaps ✅ Optimized for Shopify — works out of the box, scales effortlessly Whether you're looking to improve your product discovery, boost conversions, or give your customers a smoother path to checkout, Rapid Search gives you the tools to make every search count. Start your 14-day FREE trial on Shopify!


**Average Rating:** 4.9/5.0
**Total Reviews:** 20
**How Do G2 Users Rate Rapid Search?**

- **Integrations:** 9.2/10 (Category avg: 8.6/10)
- **Product Display:** 10.0/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 10.0/10 (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 Rapid Search?**

- **Seller:** [Rapid Search](https://www.g2.com/sellers/rapid-search)
- **Year Founded:** 2019
- **HQ Location:** Debrecen, HU
- **LinkedIn® Page:** https://www.linkedin.com/company/rapidsearch (9 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business


#### What Are Rapid Search's Pros and Cons?

**Pros:**

- Ease of Use (8 reviews)
- Search Efficiency (6 reviews)
- Search Functionality (6 reviews)
- Helpful (5 reviews)
- Conversion Optimization (4 reviews)

**Cons:**

- Time-Consuming (1 reviews)


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

**Pros:**

- Users praise the **ease of use** of Rapid Search, enhancing the shopping experience with fast, intuitive results.
- Users value the **search efficiency** of Rapid Search, noting its speed and accuracy enhance product discovery and conversions.
- Users appreciate the **fast and accurate search functionality** of Rapid Search, enhancing customer experience and boosting conversions.
- Users appreciate the **fast and powerful search capabilities** of Rapid Search, enhancing user experience and boosting conversions.
- Users find Rapid Search to be **fast and intuitive** , significantly boosting conversion rates and improving overall customer experience.

**Cons:**

- Users find that **changes take time to process** , although a manual refresh can expedite the experience.

#### What Are Recent G2 Reviews of Rapid Search?

**"[Rapid Search: Fast, Accurate Product Discovery That Boosts Conversions](https://www.g2.com/survey_responses/rapid-search-review-12981958)"**

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

[Read full review](https://www.g2.com/survey_responses/rapid-search-review-12981958)

---

**"[Lightning-Fast, Accurate Search with a Clean, User-Friendly Interface](https://www.g2.com/survey_responses/rapid-search-review-13035451)"**

**Rating:** 5.0/5.0 stars
*— gabor v.*

[Read full review](https://www.g2.com/survey_responses/rapid-search-review-13035451)

---



### 8. [Avataar](https://www.g2.com/products/avataar/reviews)
Applying the confluence of multi-model AI, to deliver hallucination-free Agentic AI-native transformation for marquee Enterprises, unlocking operating leverage and value premium.


**Average Rating:** 4.4/5.0
**Total Reviews:** 20
**How Do G2 Users Rate Avataar?**

- **Integrations:** 10.0/10 (Category avg: 8.6/10)
- **Product Display:** 10.0/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 10.0/10 (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 Avataar?**

- **Seller:** [Avataar](https://www.g2.com/sellers/avataar)
- **Year Founded:** 2014
- **HQ Location:** Bengaluru, Karnataka`​
- **Twitter:** @Avataar (879 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/13195422 (133 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 90% Small-Business, 5% Mid-Market



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

**"[Job Done Within Timeframe](https://www.g2.com/survey_responses/avataar-review-8862092)"**

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

[Read full review](https://www.g2.com/survey_responses/avataar-review-8862092)

---

**"[An awesome tool for tech writers](https://www.g2.com/survey_responses/avataar-review-7268533)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Hospital & Health Care*

[Read full review](https://www.g2.com/survey_responses/avataar-review-7268533)

---



### 9. [Celebros](https://www.g2.com/products/celebros/reviews)
CELEBROS helps eCommerce sites turn their search bar and merchandise into powerful conversion tools to grow revenue and increase customer satisfaction. With over 250 semantic algorithm components and adaptive AI, Celebros’ search understands how to show your most serious customers the right products. Celebros Site Search allows visitors to use natural language search phrases to find the product they are looking for with speed and ease. Here are a few examples of search queries that the Celebros AI Search can process: "black shoes for women in size 4 without heels" "open shoulder dresses in size 10" "engagement ring princess cut in 14K white gold" Misspelling like these are being corrected and understood automatically: "modren weding invitetions" "PARRAJMUPMRES LOGNBAER" Price related search terms: "red dresses under $100" "jackets for women between $100 and $150" "gift ideas for 35 dollars"


**Average Rating:** 4.8/5.0
**Total Reviews:** 16
**How Do G2 Users Rate Celebros?**

- **Integrations:** 8.3/10 (Category avg: 8.6/10)
- **Product Display:** 10.0/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 10.0/10 (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 Celebros?**

- **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
- **Company Size:** 56% Mid-Market, 25% Small-Business



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

**"[The Results Speak for Themselves](https://www.g2.com/survey_responses/celebros-review-4679801)"**

**Rating:** 4.5/5.0 stars
*— Paul H.*

[Read full review](https://www.g2.com/survey_responses/celebros-review-4679801)

---

**"[Excellent service](https://www.g2.com/survey_responses/celebros-review-5091946)"**

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

[Read full review](https://www.g2.com/survey_responses/celebros-review-5091946)

---


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

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

### 10. [Toolio](https://www.g2.com/products/toolio/reviews)
Toolio is a Merchandising Platform for the next-generation of retailers. By seamlessly integrating to your tech stack, automating critical merchandising and inventory planning workflows, and enabling real-time visibility, Toolio empowers you to make faster, data-driven decisions about your most important (and expensive) asset—inventory. Key Benefits - 100% cloud-based - Toolio integrates with Oracle NetSuite to provide a single source of truth for all your retail data and automates forecasting and replenishment. - Automates complex planning, forecasting and merchandising workflows - Unifies the end-to-end planning and merchandising processes on a single platform - Create and synchronize item level demand forecasts in NetSuite. - Pre-built functionality for Apparel, Footwear & Accessories, Retail and Health & Beauty - Flexible no-code customizations - easily configured by the end user Merchandise Planning - Centralized Plan and Actuals Data: Single source of truth for all your merchandise financial planning and reporting. - Auto-Actualization: Seamless integrations to your commerce stack to automate actualizations. Save time and avoid costly errors. - Locking and Spreading: Streamline top-down, bottom-up, or middle-out planning by locking, spreading and inverse calculations. - Personalized Layouts: See your data how you want. Create custom views of your metrics, attributes and date ranges for different stakeholders and use cases. - Custom Metrics and Attributes: Define custom attributes and metrics to analyze your business through your unique KPIs. - Dynamic Hierarchy & Aggregation: Roll-up plans and actuals by any of your attributes. Change aggregations on the fly to see roll-ups by channel or by category. - Scenario Playing: Test, implement and track progress against multiple scenarios in a single view. - Plan Snapshot: Create plan snapshots to seamlessly compare your latest forecast to initial company goals. - Plan Seeding: Simplify plan creation by pulling in historical data, builds and ratios across any custom date range. Assortment Planning Rationalization - Top-Down / Bottom-Up Reconciliation: Reconcile assortment plan to merchandise plan to identify gaps and manage the deviation from plan. - Rationalization: Leverage depth & width recommendations to prevent SKU proliferation and over-assortment. - Smart Start: Smart start your line planning and wedge building by automatically creating cluster appropriate placeholders. Seasonal Line Planning - Hindsight: Compare to past assortments and select comparable products to automatically and accurately quantify buys. - PLM Integration: Seamlessly run your adoption process by pulling developed styles from your PLM and easily assigning them to placeholders. - Gallery View: Virtual fashion wall to visualize the assortment over time and make planning changes directly in the gallery view. Core Replenishment  - Forecasting Engine: Automate forecasting and retrending to streamline creating projections, while maintaining ability for overrides, to improve forecasting accuracy. - Promo Planning: Centralize promo calendar and automatically account for discounts and lifts in sales forecasts. - Replenishment: Optimize inventory by recommending ideal receipts to meet the demand plan, while accounting for lead times and inventory polices like safety stock. Purchase Order Manager - Receipt Consolidation: Consolidate receipts to generate purchase orders, while accounting for minimum order quantities, different freight methods and other supply chain considerations. - MOQ: Ensure minimums are met by pulling forward receipts ensures cost saving from vendors can be maximized. - Purchase Order Management: Manage and approve purchase orders to project the impact on inventory, before final approval is provided to the vendor. Reporting - Snapshots: Slice and dice and roll-up assortment by time, product attributes and location attributes to provide a holistic view of the assortment over time. - Advanced Analysis: Track changes on the assortment over time to understand the evolution of the assortment from pre-season to in-season. - Scenario Playing: Seamlessly create different scenarios and compare them to assess the financial implications of each. Allocation - Accurate Store Level Demand Forecasts: Leverage AI / ML and statistical forecasting to anticipate demand SKU x Location level demand that incorporates new product launches, promotions and many other inputs. - Intelligent Transfer Order Suggestions: Generate transfer orders based on safety stock targets, replenishment frequency and presentation constraints. - Optimize Inventory Deployment: Our SKU rationing logic ensures that we optimize the placement of your inventory down to the last unit to maximize your sales and inventory turn. - End to End Planning: Plan inventory based on forecasted demand by location with the integration to the item planning module. - Turn-key Integrations: Save time and avoid costly errors by automating transfer order creation in your ERP directly from Toolio. - Store Manager View: Give visibility to your store managers so that they understand when they should expect replenishment by style. - Automated Store Clusters: Automatically create store clusters by product performance to drive initial allocation. - Store Capacity Constraints: Manage and respect store level capacity constraints to ensure each store receives what it can carry. - Minimum Display Quantities: Set minimum display quantities to ensure desired product presentation by store.


**Average Rating:** 4.8/5.0
**Total Reviews:** 10
**How Do G2 Users Rate Toolio?**

- **Integrations:** 9.2/10 (Category avg: 8.6/10)
- **Product Display:** 9.6/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 9.6/10 (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 Toolio?**

- **Seller:** [Toolio](https://www.g2.com/sellers/toolio)
- **Year Founded:** 2019
- **HQ Location:** Brooklyn, US
- **LinkedIn® Page:** https://www.linkedin.com/company/toolio-retail (86 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 60% Small-Business, 40% Mid-Market


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

**Pros:**

- Ease of Use (3 reviews)
- Merchandising (3 reviews)
- Insights (2 reviews)
- Product Insights (2 reviews)
- Analytics (1 reviews)

**Cons:**

- Difficult Learning (1 reviews)


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

**Pros:**

- Users love the **ease of use** of Toolio, finding it efficient for managing stock and organizing displays.
- Users appreciate the **efficiency and organization** Toolio brings to product displays and promotional scheduling.
- Users value the **real-time insights and dashboards** from Toolio, aiding in informed decision-making and workflow automation.
- Users value the **real-time insights** provided by Toolio, enhancing decision-making and workflow automation.
- Users value Toolio's **informative analytics** , which contribute to effective marketing strategies and streamlined product organization.

**Cons:**

- Users find that there is a **difficult learning curve** for Toolio, but it becomes beneficial once mastered.

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

**"[Great app to have all the information](https://www.g2.com/survey_responses/toolio-review-10416961)"**

**Rating:** 5.0/5.0 stars
*— José Antonio G.*

[Read full review](https://www.g2.com/survey_responses/toolio-review-10416961)

---

**"[Excellent support improves promotion and increases the chances of success](https://www.g2.com/survey_responses/toolio-review-10528743)"**

**Rating:** 5.0/5.0 stars
*— Tanya L.*

[Read full review](https://www.g2.com/survey_responses/toolio-review-10528743)

---



### 11. [Akikumo](https://www.g2.com/products/akikumo/reviews)
Akikumo is building the next generation of e-commerce merchandising. One system that connects products, inventory, and marketing to reduce wasted ad spend, prevent missed sales, and avoid overbuying inventory.


**Average Rating:** 4.9/5.0
**Total Reviews:** 6
**How Do G2 Users Rate Akikumo?**

- **Integrations:** 10.0/10 (Category avg: 8.6/10)
- **Product Display:** 10.0/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 10.0/10 (Category avg: 8.4/10)

**Who Is the Company Behind Akikumo?**

- **Seller:** [Akikumo](https://www.g2.com/sellers/akikumo)
- **Year Founded:** 2025
- **HQ Location:** Boston, US
- **LinkedIn® Page:** https://www.linkedin.com/company/akikumo/ (2 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business



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

**"[Powerful Testing and Automation with a Team That Truly Listens](https://www.g2.com/survey_responses/akikumo-review-12790921)"**

**Rating:** 5.0/5.0 stars
*— Joe C.*

[Read full review](https://www.g2.com/survey_responses/akikumo-review-12790921)

---

**"[A Must for Any Shopify Store](https://www.g2.com/survey_responses/akikumo-review-12791335)"**

**Rating:** 5.0/5.0 stars
*— Logan E.*

[Read full review](https://www.g2.com/survey_responses/akikumo-review-12791335)

---



### 12. [FindTuner](https://www.g2.com/products/findtuner/reviews)
FindTuner creates engaging search experiences that convert shoppers into buyers. FindTuner shows shoppers the products they want to buy, continually improves shopper experience with machine learning, responds to shopper behavior and trends, and removes barriers to superior search. FindTuner works with any site powered by Apache Solr including prebuilt integration with SAP Commerce Cloud. Search Merchandising Digital merchants strive to meet the demands of today's online shoppers with superior search, effective category pages and targeted promotions. Whether you want to boost a few products, precisely position products in the most valuable positions, curate the perfect search experience for a marketing campaign or target segments to maximize conversion, FindTuner has all the tools to make you successful. Automated Relevancy Delivering great search does not have to be weighed down by manual effort and long deployment cycles. FindTuner's AutoTune feature automatically tunes relevancy by learning from shopper's behavior, purchase history and buying patterns and continuously delivers the best results with no manual effort. While FindTuner is learning from all your data, rest assured you have the control to use revenue or sales rank to ensure your best products are always in view. Shopper Experience The most successful digital merchants provide exceptional shopper experiences that capture and retain customers. FindTuner provides the power and control to help you do the same. Synchronize merchandising and marketing strategies in real time. Highlight and elevate contextually relevant facets and navigation elements. Provide meaningful marketing messages to raise awareness of important products, brands and offers With FindTuner online retailers of all sizes are empowered to: - Ensure perfect visibility of products and brands. - Provide consistently great seach results without manual effort. - Empower merchandisers with superior relevancy control. - Meet conversion objectives by leveraging machine learning and precise merchandising capabilities. - Instantly deploy marketing and merchandising campaigns, A/B tests, and more.


**Average Rating:** 4.4/5.0
**Total Reviews:** 9
**How Do G2 Users Rate FindTuner?**

- **Reports & Analytics:** 5.0/10 (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 FindTuner?**

- **Seller:** [Innovent Solutions](https://www.g2.com/sellers/innovent-solutions)
- **Year Founded:** 1995
- **HQ Location:** Irvine, CA
- **Twitter:** @Innovent (207 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/37679 (19 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail
- **Company Size:** 44% Enterprise, 33% Mid-Market



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

**"[Support provided by FindTuner is exceptional](https://www.g2.com/survey_responses/findtuner-review-8680653)"**

**Rating:** 5.0/5.0 stars
*— Arnaldo A.*

[Read full review](https://www.g2.com/survey_responses/findtuner-review-8680653)

---

**"[Transforming ecommerce search experiences](https://www.g2.com/survey_responses/findtuner-review-9863217)"**

**Rating:** 4.0/5.0 stars
*— Phil S.*

[Read full review](https://www.g2.com/survey_responses/findtuner-review-9863217)

---



### 13. [Marqo](https://www.g2.com/products/marqo/reviews)
Marqo is an AI-native ecommerce search and product discovery platform built for enterprise fashion, beauty, home goods, and electronics retailers. The platform analyzes clickstream, purchase, and event data to understand shopper intent and deliver high-relevance search and discovery experiences that improve conversion and revenue. Unlike generic search platforms, Marqo trains a catalog-aware LLM on each retailer’s product catalog so results reflect the retailer’s products, language, and customer intent. This reduces manual merchandising work while improving relevance at scale. Customers including Fashion Nova, Redbubble, and KICKS CREW use Marqo to power AI product search, automated merchandising, image search, and personalized recommendations. Marqo supports one-click integrations for Shopify, Adobe Commerce, and Salesforce Commerce Cloud.


**Average Rating:** 4.6/5.0
**Total Reviews:** 8
**How Do G2 Users Rate Marqo?**

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)

**Who Is the Company Behind Marqo?**

- **Seller:** [Marqo](https://www.g2.com/sellers/marqo)
- **Company Website:** https://www.marqo.ai/
- **HQ Location:** San Francisco, US
- **Twitter:** @marqo_ai (1,246 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/marqo-io (42 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Mid-Market, 38% Small-Business



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

**"[Marqo Supercharges Ecommerce Discovery with Personalization, Merchandising, and Analytics](https://www.g2.com/survey_responses/marqo-review-12451931)"**

**Rating:** 5.0/5.0 stars
*— Samantha S.*

[Read full review](https://www.g2.com/survey_responses/marqo-review-12451931)

---

**"[Exceptional Search Relevance and Control with Marqo’s Merchandising Studio](https://www.g2.com/survey_responses/marqo-review-12447134)"**

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

[Read full review](https://www.g2.com/survey_responses/marqo-review-12447134)

---



### 14. [Pixyle AI](https://www.g2.com/products/pixyle-ai/reviews)
Pixyle.ai is a visual product data intelligence platform built specifically for fashion retail. We transform product images and existing product information into structured, machine-readable product attributes and rich product content. It’s accurate, scalable, and integrates seamlessly with any tech stack. We help fashion brands and retailers improve search, filtering, SEO, GEO, and AI-driven discovery with rich, intelligent product data. Our technology automates attribute tagging and product content generation, such as titles, descriptions, FAQs, alt text, and more, allowing teams to save time, reduce costs, and build a strong foundation for AI-ready eCommerce. Find out more about our company at www.pixyle.ai. If you'd like to get in touch, you can reach us at: hello@pixyle.com


**Average Rating:** 4.7/5.0
**Total Reviews:** 13
**How Do G2 Users Rate Pixyle AI?**

- **Integrations:** 8.8/10 (Category avg: 8.6/10)
- **Product Display:** 8.3/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 7.7/10 (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 Pixyle AI?**

- **Seller:** [Pixyle AI](https://www.g2.com/sellers/pixyle-ai)
- **Year Founded:** 2018
- **HQ Location:** Amsterdam, NL
- **Twitter:** @pixyle_ai (61 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/pixyleai (24 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Apparel & Fashion
- **Company Size:** 69% Small-Business, 15% Enterprise



#### What Are Recent G2 Reviews of Pixyle AI?

**"[Great collaboration and partnership for continious improvement and driving for results!](https://www.g2.com/survey_responses/pixyle-ai-review-8945491)"**

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

[Read full review](https://www.g2.com/survey_responses/pixyle-ai-review-8945491)

---

**"[Great data enrichment service for fashion](https://www.g2.com/survey_responses/pixyle-ai-review-8922081)"**

**Rating:** 4.0/5.0 stars
*— Joost v.*

[Read full review](https://www.g2.com/survey_responses/pixyle-ai-review-8922081)

---



### 15. [FindMine](https://www.g2.com/products/findmine/reviews)
Adding outfit recommendations to e-comm has historically meant lots of manual work. FindMine learns to mimic your stylists through AI to truly automate outfit recommendations to lift online revenue and shopper engagement. For consumers, this recreates the experience of getting styled by a personal stylist. FindMine can show shoppers three different ways to wear each item, resulting in a 4-7% incremental revenue lift (driven by triple-digit increases in AOV, UPT, Conversion & Repeat Purchase).


**Average Rating:** 5.0/5.0
**Total Reviews:** 5
**How Do G2 Users Rate FindMine?**

- **Integrations:** 10.0/10 (Category avg: 8.6/10)
- **Product Display:** 10.0/10 (Category avg: 8.8/10)
- **Reports & 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 FindMine?**

- **Seller:** [Findmine](https://www.g2.com/sellers/findmine)
- **Year Founded:** 2014
- **HQ Location:** New York, US
- **LinkedIn® Page:** https://www.linkedin.com/company/findmine/ (32 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Apparel & Fashion
- **Company Size:** 60% Enterprise, 40% Mid-Market



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

**"[Superior for outfit building and Complete the Look](https://www.g2.com/survey_responses/findmine-review-4963178)"**

**Rating:** 5.0/5.0 stars
*— Jay N.*

[Read full review](https://www.g2.com/survey_responses/findmine-review-4963178)

---

**"[Leading style with Complete the Look](https://www.g2.com/survey_responses/findmine-review-4419879)"**

**Rating:** 5.0/5.0 stars
*— Darren O.*

[Read full review](https://www.g2.com/survey_responses/findmine-review-4419879)

---



### 16. [Frosmo](https://www.g2.com/products/frosmo/reviews)
Frosmo is the most versatile personalization and recommendation engine for ecommerce and websites. It is used to enhance user experience, drive conversions and lead generation and increase average order value. The platform provides quick results, adapts to visitor behavioral in real-time and business specific attributes are easy to add. Main functionalities covered are dynamic segmentation, rule-based personalization, AI-driven content and product recommendations and A/B and MAB (bandit) testing. Frosmo works with all ecommerce and CMS platforms and also with a headless or microservice architecture. Contact us for a free trial.


**Average Rating:** 4.5/5.0
**Total Reviews:** 10
**How Do G2 Users Rate Frosmo?**

- **Integrations:** 8.9/10 (Category avg: 8.6/10)
- **Product Display:** 8.9/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 8.9/10 (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 Frosmo?**

- **Seller:** [Frosmo](https://www.g2.com/sellers/frosmo)
- **Year Founded:** 2008
- **HQ Location:** Helsinki, Helsinki
- **Twitter:** @Frosmo (1,083 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/frosmo/ (15 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 70% Mid-Market, 20% Enterprise



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

**"["Frosmo works well for main functionalities with increased projects execution. "](https://www.g2.com/survey_responses/frosmo-review-9122846)"**

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

[Read full review](https://www.g2.com/survey_responses/frosmo-review-9122846)

---

**"[Easy to Use personalization tool](https://www.g2.com/survey_responses/frosmo-review-9495298)"**

**Rating:** 4.5/5.0 stars
*— lula g.*

[Read full review](https://www.g2.com/survey_responses/frosmo-review-9495298)

---


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

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

### 17. [Increasingly](https://www.g2.com/products/increasingly/reviews)
Increasingly helps retailers drive basket revenue. The AI platform sells product bundles and collections on-site, in-store, and in Google Shopping and Facebook ads. Typically driving +15% in revenue and growing AOV by +33%. Inspired by Amazons famous 'frequently bought together' feature. We’re helping customers by creating frictionless shopping experiences. We have won several awards including Ecommerce Solution of the Year and Best Use of AI with Samsung! We work with world-leading brands including Samsung, Boots, HP and US Polo. We’re available worldwide, easy to integrate and paid on a risk-free CPA or fixed-fee model.


**Average Rating:** 4.8/5.0
**Total Reviews:** 6
**How Do G2 Users Rate Increasingly?**

- **Integrations:** 7.9/10 (Category avg: 8.6/10)
- **Product Display:** 8.3/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 7.9/10 (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 Increasingly?**

- **Seller:** [Increasingly](https://www.g2.com/sellers/increasingly)
- **Year Founded:** 2016
- **HQ Location:** London, GB
- **Twitter:** @IncreasinglyHQ (109 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/increasingly/ (24 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 44% Enterprise, 33% Mid-Market



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

**"[Undermines the centralised system](https://www.g2.com/survey_responses/increasingly-review-9691103)"**

**Rating:** 4.0/5.0 stars
*— Jérôme C.*

[Read full review](https://www.g2.com/survey_responses/increasingly-review-9691103)

---

**"[I would highly recommend Increasingly to my friends and collegues](https://www.g2.com/survey_responses/increasingly-review-6778676)"**

**Rating:** 5.0/5.0 stars
*— Andrei-Cristian J.*

[Read full review](https://www.g2.com/survey_responses/increasingly-review-6778676)

---


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

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

### 18. [42](https://www.g2.com/products/42/reviews)
42 Technologies is a centralized data platform created specifically to help retailers better understand their business by providing access to key retail metrics more quickly and efficiently. 42 helps merchants, planners, marketers, and executives easily pull reports for such things as cross-channel POS, inventory, margin, year-over-year performance, and top sellers by category, size or any other dimension, all in one place. We help teams from companies such as Global Brands Group, AllSaints, and Rebecca Minkoff. 42 is a full end-to-end solution, complete with data warehouse, cleaning and visualization layers.42’s goal is to give access and insights to everyone within an organization, and provides the following: \* Consolidated and validated data – We consolidate, clean, and validate data across all data sources (Retail, E-Commerce, Wholesale, Traffic, ERP, etc.) \* Accessible and customizable to everyone - Built solely for retail, 42 is easy to use across all job functions and has the ability to pull reports in seconds compared to hours \* Real-time visual insights & reporting — With the ability to have more eyes looking at the data, you’ll be able to gain new insights and identify new opportunities that would otherwise be missed. \* Growth & Efficiency - 42 helps by giving visibility and creating actions into all the levers that help make your business a success \* Leverage a world-class API ecosystem to invest in innovative applications


**Average Rating:** 4.9/5.0
**Total Reviews:** 6
**How Do G2 Users Rate 42?**

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)

**Who Is the Company Behind 42?**

- **Seller:** [42 Technologies](https://www.g2.com/sellers/42-technologies)
- **Year Founded:** 2014
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/42-technologies-inc- (22 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 57% Mid-Market, 29% Small-Business



#### What Are Recent G2 Reviews of 42?

**"[Great experience working with 42Technologies](https://www.g2.com/survey_responses/42-review-10238754)"**

**Rating:** 4.5/5.0 stars
*— Rudy R.*

[Read full review](https://www.g2.com/survey_responses/42-review-10238754)

---

**"[Amazing tool for buyers and planners!](https://www.g2.com/survey_responses/42-review-9482175)"**

**Rating:** 5.0/5.0 stars
*— Tori K.*

[Read full review](https://www.g2.com/survey_responses/42-review-9482175)

---



### 19. [Findbar](https://www.g2.com/products/findbar/reviews)
Findbar is an advanced AI-powered search solution designed to enhance product discovery and improve conversion rates for eCommerce businesses. With features such as Semantic Search, AI image search, AI Visual Recommendations, and Data Insights, it optimizes the search experience by delivering faster and more relevant results. Key advantages of Findbar include: - Improved conversion rates and user engagement - Reduction of zero-result searches, ensuring better discoverability - Intelligent search optimization based on AI - Seamless integration with eCommerce platforms such as Woocommerce, Prestashop, opencart, Shopify, Nopcommerce, Magento and access to advanced analytics


**Average Rating:** 4.9/5.0
**Total Reviews:** 15
**How Do G2 Users Rate Findbar?**

- **Integrations:** 8.9/10 (Category avg: 8.6/10)
- **Reports & Analytics:** 9.4/10 (Category avg: 8.4/10)
- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.1/10)

**Who Is the Company Behind Findbar?**

- **Seller:** [Bare Mental](https://www.g2.com/sellers/bare-mental)
- **Year Founded:** 2021
- **HQ Location:** Marousi, GR
- **LinkedIn® Page:** https://www.linkedin.com/company/findbargr/ (4 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail
- **Company Size:** 53% Mid-Market, 27% Enterprise


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

**Pros:**

- Ease of Use (7 reviews)
- Search Efficiency (6 reviews)
- Customer Support (5 reviews)
- Intuitive Use (5 reviews)
- User Experience (5 reviews)

**Cons:**

- Limited Features (2 reviews)
- Challenging Management (1 reviews)
- Customization Difficulty (1 reviews)
- Difficult Configuration (1 reviews)
- Difficult Learning (1 reviews)


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

**Pros:**

- Users enjoy the **ease of use** of Findbar, allowing for quick adjustments and streamlined product discovery.
- Users praise Findbar for its **search efficiency** , delivering fast, relevant results that enhance the overall shopping experience.
- Users value the **fast and responsive customer support** of Findbar, enhancing their overall experience with the product.
- Users value Findbar for its **intuitive use** , enabling fast and relevant search results that enhance the shopping experience.
- Users value the **intuitive and efficient interface** of Findbar, enhancing their overall experience and boosting business results.

**Cons:**

- Users note the **limited features** in custom landings, wishing for more flexibility and management options.
- Users express the need for **enhanced management capabilities** to better organize and display product categories in Findbar.
- Users find **customization difficult** , especially with landings, but recognize that it's a minor issue overall.
- Users find the **difficult configuration** of Findbar challenging, requiring extra steps for optimal setup despite helpful support.
- Users find a **difficult learning curve** for some advanced features, wishing for better documentation and guidance.

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

**"[Easy to use and with immediate technical support](https://www.g2.com/survey_responses/findbar-review-13054461)"**

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

[Read full review](https://www.g2.com/survey_responses/findbar-review-13054461)

---

**"[A highly effective Search Solution for E-commerce](https://www.g2.com/survey_responses/findbar-review-12440286)"**

**Rating:** 5.0/5.0 stars
*— Theo S.*

[Read full review](https://www.g2.com/survey_responses/findbar-review-12440286)

---



### 20. [LiquiFire OS](https://www.g2.com/products/liquidpixels-liquifire-os/reviews)
One tool. Infinite functions. LiquiFire OS provides a robust dynamic imagery suite to automate the production burdens of image scaling, format conversion, and file compression. Optimizing user experience across a growing array of devices is critical for increasing engagement and driving conversions. With a simple, scripted commands, LiquiFire OS optimizes an image for size, format, and compression level, based on the network bandwidth and properties of the requesting device. The result is a high-quality image that is the perfect balance of clarity, suitability, and performance. Manual image resizing is unnecessary. Changing file formats and compression levels are things of the past. Use the powerful subset of automated features in LiquiFire OS to optimize images in real-time.


**Average Rating:** 4.6/5.0
**Total Reviews:** 37
**How Do G2 Users Rate LiquiFire OS?**

- **Integrations:** 7.5/10 (Category avg: 8.6/10)
- **Product Display:** 9.2/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 8.3/10 (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 LiquiFire OS?**

- **Seller:** [LiquidPixels](https://www.g2.com/sellers/liquidpixels)
- **Year Founded:** 2000
- **HQ Location:** Rochester, NY
- **Twitter:** @LiquidPixels (734 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/761370 (19 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail
- **Company Size:** 49% Mid-Market, 38% Small-Business


#### What Are LiquiFire OS's Pros and Cons?

**Pros:**

- Ease of Use (1 reviews)
- E-commerce Solutions (1 reviews)
- Efficiency (1 reviews)
- Learning (1 reviews)
- Product Insights (1 reviews)

**Cons:**

- Complex Setup (1 reviews)
- Expensive (1 reviews)
- Poor Customer Support (1 reviews)
- Poor Documentation (1 reviews)
- Poor Interface Design (1 reviews)


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

**Pros:**

- Users appreciate the **ease of use** in LiquiFire OS, enabling quick image adjustments and efficient management of images.
- Users value the **all-in-one solution** of LiquiFire OS, simplifying their e-commerce expansion without multiple tools.
- Users love the **real-time image processing** of LiquiFire OS, significantly enhancing efficiency in managing images.
- Users find the **learning aspect** of LiquiFire OS invaluable for multi-device education and retail site development.
- Users value the **effective file compression** of LiquiFire OS, maintaining high quality in the final output.

**Cons:**

- Users find the **initial setup complex** , suggesting clearer documentation or support could enhance their experience.
- Users find the **high cost** of LiquiFire OS to be a significant drawback, impacting overall satisfaction.
- Users find **poor customer support** and inadequate resources particularly challenging when learning and implementing LiquiFire OS.
- Users find the **poor documentation** of LiquiFire OS leads to challenges during initial setup and usage.
- Users find the **interface lacks intuitiveness** , making navigation and usability more challenging than expected.

#### What Are Recent G2 Reviews of LiquiFire OS?

**"[Great for Building Websites, But Pricey and Needs Occasional Developer Help](https://www.g2.com/survey_responses/liquifire-os-review-11909212)"**

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

[Read full review](https://www.g2.com/survey_responses/liquifire-os-review-11909212)

---

**"[I've spent 6 years +/- using LiquiFire OS, written 50 +/- chains and it's a great platform.](https://www.g2.com/survey_responses/liquifire-os-review-9784693)"**

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

[Read full review](https://www.g2.com/survey_responses/liquifire-os-review-9784693)

---


#### What Are G2 Users Discussing About LiquiFire OS?

- [What is Liquifire OS Zap used for?](https://www.g2.com/discussions/what-is-liquifire-os-zap-used-for)

### 21. [LupaSearch](https://www.g2.com/products/lupasearch/reviews)
LupaSearch – AI-Powered eCommerce Search & Discovery About LupaSearch: Headquartered in Europe and founded by a team of veteran search engineers and data scientists, LupaSearch is a fast-growing technology company dedicated to solving the complexities of eCommerce findability. We specialize in serving mid-to-enterprise level online retailers who manage large, complex catalogs. Our mission is to bridge the gap between human intent and machine results, helping businesses globally turn their site search into a high-performing sales assistant. Key Features & Functionality: LupaSearch offers a sophisticated Hybrid Search Engine that combines vector-based semantic search with advanced keyword matching and Large Language Models (LLMs). This ensures the platform understands the "why" behind a query, handling typos, long-tail searches, and multilingual nuances with ease. Key functionalities include AI-driven personalization, dynamic faceted navigation that adapts to search context, and automated product recommendations. Designed for developers and business users alike, our seamless API allows for custom ranking based on business priorities like margins, stock levels, or active promotions. Primary Value & Problem Solved We solve the "zero-results" problem and eliminate the friction that causes high-intent customers to bounce. By providing highly relevant, personalized results in milliseconds, LupaSearch significantly boosts search conversion rates (CR) and revenue per session. We turn site search from a basic utility into a strategic revenue-driving channel, giving eCommerce teams the data-driven insights they need to understand customer demand and optimize their assortment.


**Average Rating:** 4.9/5.0
**Total Reviews:** 25
**How Do G2 Users Rate LupaSearch?**

- **Integrations:** 10.0/10 (Category avg: 8.6/10)
- **Reports & 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 LupaSearch?**

- **Seller:** [LupaSearch](https://www.g2.com/sellers/lupasearch)
- **Company Website:** https://www.lupasearch.com
- **Year Founded:** 2021
- **HQ Location:** Kaunas, LT
- **Twitter:** @LupaSearch (6 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/lupasearch/?originalSubdomain=lt (11 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail
- **Company Size:** 46% Mid-Market, 38% Small-Business


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

**Pros:**

- Customer Support (18 reviews)
- Easy Integrations (9 reviews)
- Search Technology (9 reviews)
- Speed (9 reviews)
- Ease of Use (8 reviews)

**Cons:**

- Improvement Needed (6 reviews)
- Difficult Learning (5 reviews)
- High Learning Curve (5 reviews)
- Poor UI (5 reviews)
- User Difficulty (4 reviews)


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

**Pros:**

- Users commend LupaSearch for its **exceptional customer support** , highlighting their prompt assistance and impactful guidance.
- Users appreciate the **easy integrations** of LupaSearch, with a seamless setup supported by a helpful team.
- Users appreciate the **advanced search technology** of LupaSearch, enhancing user experience and boosting site conversion rates.
- Users highlight the **speed of search results** in LupaSearch, enhancing customer experience and boosting conversion rates.
- Users value the **ease of use** of LupaSearch, benefiting from its straightforward interface and intuitive features.

**Cons:**

- Users feel that **improvement is needed** in onboarding and making the administration console less overwhelming for new users.
- Users find the **difficult learning curve** of LupaSearch daunting, particularly for non-technical individuals adjusting to its features.
- Users find the **high learning curve** of LupaSearch challenging, needing time to master its advanced features and configurations.
- Users find the **user interface lacking** in intuition and attractiveness, hindering overall user experience on LupaSearch.
- Users find LupaSearch's **complex interface** challenging initially, requiring time to navigate and configure effectively.

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

**"[Fast, Accurate Search with Smooth Integration and Top-notch Support](https://www.g2.com/survey_responses/lupasearch-review-12280030)"**

**Rating:** 4.5/5.0 stars
*— Odeta .*

[Read full review](https://www.g2.com/survey_responses/lupasearch-review-12280030)

---

**"[Seamless Integration, Fast Search and Outstanding Ongoing Support](https://www.g2.com/survey_responses/lupasearch-review-12329596)"**

**Rating:** 5.0/5.0 stars
*— Jurgis V.*

[Read full review](https://www.g2.com/survey_responses/lupasearch-review-12329596)

---



### 22. [Coveo](https://www.g2.com/products/coveo/reviews)
Coveo is a composable AI search & generative experience platform. It’s the intelligence layer that powers individualized, trusted, and connected experiences. You can delight customers, augment employee capabilities, and drive superior business outcomes with semantic search, AI recommendations, unified personalization and GenAI answering. What it does: Brings the most relevant content to any interface for search, recommendations & agentic experiences, so people always find what helps them most. Our single SaaS platform and robust suite of AI & GenAI models are specifically built to transform the total experience: from CX to EX across websites, commerce, service, and workplace. Deepen content personalization across multiple touchpoints. Personalize interactions to improve conversions, customer satisfaction, content discovery – or all of the above. With a content personalization engine as powerful as Coveo, you can start small and plan big. Stay one step ahead with an intelligent recommender. From browsing to searching, use Coveo’s state-of-the-art recommendation engine to help people discover content, products, and services they want or are likely to need next. Generative AI is powerful, but needs fresh content to work. To succeed with GenAI, you need a solution that unifies knowledge and retrieves the most relevant content to deliver reliable answers while scaling securely. Meet Relevance Generative Answering (RGA), the next evolution of AI search: producing answers using your company’s best content and tailored to your unique context. We handle the AI and LLMs, so you can focus on innovation. Live for customers in 4–6 weeks. Start from scratch or accelerate development with pre-built integrations and tools for every stack. Our API-led architecture lets you integrate and extend the Coveo relevance platform to meet your needs. Our platform is certified ISO 27001, HIPAA compliant, SOC2 compliant, and 99.999% SLA resilient. We are a Salesforce Summit ISV Partner, an SAPⓇ Endorsed App, and an Adobe Gold Partner.


**Average Rating:** 4.3/5.0
**Total Reviews:** 142
**How Do G2 Users Rate Coveo?**

- **Integrations:** 8.3/10 (Category avg: 8.6/10)
- **Product Display:** 9.2/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 6.7/10 (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 Coveo?**

- **Seller:** [Coveo Solutions Inc](https://www.g2.com/sellers/coveo-solutions-inc)
- **Company Website:** https://www.coveo.com
- **Year Founded:** 2005
- **HQ Location:** Quebec City, Canada
- **Twitter:** @coveo (4,300 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/coveo (838 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail, Computer Software
- **Company Size:** 54% Enterprise, 39% Mid-Market


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

**Pros:**

- Search Efficiency (27 reviews)
- Ease of Use (26 reviews)
- Search Functionality (19 reviews)
- Analytics (18 reviews)
- Features (18 reviews)

**Cons:**

- Learning Curve (13 reviews)
- Difficult Learning (11 reviews)
- Learning Difficulty (10 reviews)
- High Learning Curve (8 reviews)
- Poor Customer Support (8 reviews)


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

**Pros:**

- Users appreciate the **search efficiency** of Coveo, citing its advanced features and excellent relevancy tuning for complex needs.
- Users find Coveo's **ease of use** impressive, aided by great documentation and straightforward functionalities.
- Users appreciate the **advanced search functionality** of Coveo, enabling powerful and relevant search across multiple sources.
- Users value the **rich analytics features** of Coveo, which enhance search relevancy and optimize data insights.
- Users appreciate the **robust AI-driven features** of Coveo, enhancing content management and optimizing search results effectively.

**Cons:**

- Users note a **steep learning curve** in customizing Coveo, which can hinder initial setup and deployment.
- Users experience a **difficult learning curve** with Coveo, requiring time and effort to navigate its features effectively.
- Users report a **steep learning curve** for Coveo, making setup and navigation challenging for first-time users.
- Users face a **high learning curve** with Coveo, complicating setup and customization for first-time users.
- Users express concerns about **poor customer support** , citing inadequate responses and insufficient focus on customer success.

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

**"[Very Good Experience](https://www.g2.com/survey_responses/coveo-review-7688834)"**

**Rating:** 5.0/5.0 stars
*— Daniel L.*

[Read full review](https://www.g2.com/survey_responses/coveo-review-7688834)

---

**"[Efficient Intelligent Search with Excellent Support](https://www.g2.com/survey_responses/coveo-review-8401751)"**

**Rating:** 5.0/5.0 stars
*— Cora-Lynne L.*

[Read full review](https://www.g2.com/survey_responses/coveo-review-8401751)

---


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

- [What do you like most about Coveo for AI-powered search, and what improvements could be made?](https://www.g2.com/discussions/what-do-you-like-most-about-coveo-for-ai-powered-search-and-what-improvements-could-be-made)
- [What is Coveo used for?](https://www.g2.com/discussions/what-is-coveo-used-for)
- [What is coveo cloud?](https://www.g2.com/discussions/what-is-coveo-cloud)
- [What is Coveo for Salesforce?](https://www.g2.com/discussions/what-is-coveo-for-salesforce)
- [How does Coveo search work?](https://www.g2.com/discussions/how-does-coveo-search-work) - 1 comment

### 23. [Maropost Merchandising Cloud (Formerly Findify)](https://www.g2.com/products/maropost-merchandising-cloud-formerly-findify/reviews)
Built for fast-growing etailers, Maropost Merchandising Cloud is search and merchandising software that makes discovery smarter. With Merchandising Cloud’s machine learning power, each shopper gets personalized results, custom recommendations, and a direct path to the products and services they are most likely to buy.


**Average Rating:** 4.6/5.0
**Total Reviews:** 11
**How Do G2 Users Rate Maropost Merchandising Cloud (Formerly Findify)?**

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

**Who Is the Company Behind Maropost Merchandising Cloud (Formerly Findify)?**

- **Seller:** [Maropost, Inc](https://www.g2.com/sellers/maropost-inc)
- **Year Founded:** 2011
- **HQ Location:** Toronto, Canada
- **Twitter:** @Maropost (21,835 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/386756/ (380 employees on LinkedIn®)
- **Phone:** 1-888-438-3152 -ext. 101

**Who Uses This Product?**
- **Company Size:** 55% Small-Business, 27% Mid-Market



#### What Are Recent G2 Reviews of Maropost Merchandising Cloud (Formerly Findify)?

**"[A Partner You Can Rely On- Thank You Findify!](https://www.g2.com/survey_responses/maropost-merchandising-cloud-formerly-findify-review-6872421)"**

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

[Read full review](https://www.g2.com/survey_responses/maropost-merchandising-cloud-formerly-findify-review-6872421)

---

**"[Website on Steroids - Swedish Style!](https://www.g2.com/survey_responses/maropost-merchandising-cloud-formerly-findify-review-5204676)"**

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

[Read full review](https://www.g2.com/survey_responses/maropost-merchandising-cloud-formerly-findify-review-5204676)

---


#### What Are G2 Users Discussing About Maropost Merchandising Cloud (Formerly Findify)?

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

### 24. [Onu1](https://www.g2.com/products/onu1/reviews)
Onu One is an all-in-one application that can display 3D models, videos, images, documents, and web links on a single interactive screen.


**Average Rating:** 3.3/5.0
**Total Reviews:** 3
**How Do G2 Users Rate Onu1?**

- **Integrations:** 8.3/10 (Category avg: 8.6/10)
- **Product Display:** 8.3/10 (Category avg: 8.8/10)
- **Reports & 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 Onu1?**

- **Seller:** [Onu](https://www.g2.com/sellers/onu)
- **HQ Location:** N/A
- **Twitter:** @onu_one (557 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/4790401 (2 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business



#### What Are Recent G2 Reviews of Onu1?

**"[One1 is best for new designers](https://www.g2.com/survey_responses/onu1-review-5467317)"**

**Rating:** 4.0/5.0 stars
*— Archit J.*

[Read full review](https://www.g2.com/survey_responses/onu1-review-5467317)

---


#### What Are G2 Users Discussing About Onu1?

- [What is Onu1 used for?](https://www.g2.com/discussions/what-is-onu1-used-for)

### 25. [Potions](https://www.g2.com/products/potions/reviews)
Potions is the only market player capable of personalizing online shopper journeys without relying on cookies. Its unique technology is a future-proof solution in light of the impending end of third-party cookies, enabling websites to boost their revenue by 12% to 25% through increased conversion rates and average order value. Over the past three years, more than 60 e-commerce merchants, including industry leaders such as Wonderbox, Jacadi, Le Slip Français, and Alltricks, have chosen Potions as their preferred solution.


**Average Rating:** 4.5/5.0
**Total Reviews:** 4
**How Do G2 Users Rate Potions?**

- **Integrations:** 8.3/10 (Category avg: 8.6/10)
- **Product Display:** 8.3/10 (Category avg: 8.8/10)
- **Reports & Analytics:** 9.4/10 (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 Potions?**

- **Seller:** [Potions](https://www.g2.com/sellers/potions)
- **Year Founded:** 2018
- **HQ Location:** Rouen, FR
- **LinkedIn® Page:** https://www.linkedin.com/company/get-potions (7 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business



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

**"[Simply great !](https://www.g2.com/survey_responses/potions-review-8544843)"**

**Rating:** 5.0/5.0 stars
*— Cédric G.*

[Read full review](https://www.g2.com/survey_responses/potions-review-8544843)

---

**"[Potions x Hirucs](https://www.g2.com/survey_responses/potions-review-8661717)"**

**Rating:** 4.0/5.0 stars
*— Clementine G.*

[Read full review](https://www.g2.com/survey_responses/potions-review-8661717)

---




## 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'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.