# Best E-Commerce Search Software - Page 4

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


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

​While this type of software focuses exclusively on e-commerce search, some products also include certain features of [e-merchandising software](https://www.g2.com/categories/e-merchandising) and [e-commerce personalization software](https://www.g2.com/categories/e-commerce-personalization). E-commerce search software should not be confused with enterprise search software, which focuses on business information rather than e-commerce data. To deliver the best search results, this type of software often integrates with [e-commerce platforms](https://www.g2.com/categories/e-commerce-platforms) and [product information management (PIM) software](https://www.g2.com/categories/product-information-management-pim).

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

- Structure and index product data and e-commerce information
- Provide multiple search options such as autocomplete and filters
- Deliver personalized search and product recommendations
- Include features for or integrate with merchandising software
- Integrate with e-commerce platforms and shopping cart software
- Analyze and optimize search results and product recommendations





## Top E-Commerce Search Software at a Glance
| # | Product | Rating | Best For | What Users Say |
|---|---------|--------|----------|----------------|
| 1 | [Insider One](https://www.g2.com/products/insider-one/reviews) | 4.8/5.0 (1,377 reviews) | AI-personalized search with behavioral intent targeting | "[Insider One unifies data and channels with a truly fluid Journey Orchestration](https://www.g2.com/survey_responses/insider-one-review-13037392)" |
| 2 | [Doofinder](https://www.g2.com/products/doofinder/reviews) | 4.7/5.0 (496 reviews) | AI-powered on-site product discovery and conversion | "[Enhances Site Search with User-Friendly Setup](https://www.g2.com/survey_responses/doofinder-review-12969081)" |
| 3 | [Luigi&#39;s Box](https://www.g2.com/products/luigi-s-box/reviews) | 4.8/5.0 (421 reviews) | AI-powered on-site search with behavioral analytics | "[Fast, Intuitive Search That Boosted Sales—Luigi&#39;s Box Was Worth the Price](https://www.g2.com/survey_responses/luigi-s-box-review-12691340)" |
| 4 | [Searchanise](https://www.g2.com/products/searchanise/reviews) | 4.8/5.0 (94 reviews) | Typo-tolerant product discovery with merchandising controls | "[Powerful, Highly Customizable Search with Great Support](https://www.g2.com/survey_responses/searchanise-review-12953136)" |
| 5 | [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) | 4.6/5.0 (763 reviews) | AI-driven product discovery and search merchandising | "[A Powerful Tool With a Big Learning Curve](https://www.g2.com/survey_responses/bloomreach-review-12980606)" |
| 6 | [Algolia](https://www.g2.com/products/algolia/reviews) | 4.5/5.0 (429 reviews) | AI-powered e-commerce search and merchandising | "[Lightning-Fast, Highly Accurate Search with Powerful Customization](https://www.g2.com/survey_responses/algolia-review-12922927)" |
| 7 | [Constructor](https://www.g2.com/products/constructor-io-constructor/reviews) | 4.8/5.0 (58 reviews) | AI-driven search relevance and product discovery | "[Great search tool with measurable business impact and a great partner](https://www.g2.com/survey_responses/constructor-review-12213509)" |
| 8 | [Experro](https://www.g2.com/products/experro/reviews) | 4.8/5.0 (48 reviews) | AI-powered eCommerce search and product discovery | "[Transforms Digital Experiences with Speed and Precision](https://www.g2.com/survey_responses/experro-review-12434068)" |
| 9 | [Boost AI Search &amp; Discovery](https://www.g2.com/products/boost-ai-search-discovery/reviews) | 4.9/5.0 (32 reviews) | Shopify-native AI search and catalog discovery | "[Simple Yet Powerful App for My Shopify Store](https://www.g2.com/survey_responses/boost-ai-search-discovery-review-12959686)" |
| 10 | [Coveo](https://www.g2.com/products/coveo/reviews) | 4.3/5.0 (142 reviews) | AI-driven product catalog search relevancy | "[Very Good Experience](https://www.g2.com/survey_responses/coveo-review-7688834)" |

---
## What Are the Most Common Questions About E-Commerce Search Software?
*AI-generated · Last updated: May 26, 2026*
### What best tools for multilingual e-commerce search optimization?
Based on G2 reviews, buyers looking for multilingual e-commerce search optimization often prioritize products that handle different languages, typos, synonyms, and varied naming conventions without heavy manual work. According to verified users, Luigi&#39;s Box stands out for managing multiple languages and domains, while Rapid Search is praised for multilingual webshop support and typo handling. G2 reviewers mention Doofinder as a strong option for merchants that want customizable search rules, quick setup, and useful search analytics to refine relevance across storefronts. Across recent reviews, these tools are commonly associated with faster product discovery, simpler administration, and better support for shoppers using varied search terms in different markets.

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

- [Luigi&#39;s Box](https://www.g2.com/products/luigi-s-box/reviews/luigi-s-box-review-7388398) – supports search across many domains and languages with analytics, typo handling, and synonym management
- [Rapid Search](https://www.g2.com/products/rapid-search/reviews/rapid-search-review-12244574) – used on multilingual webshops with smart, UX-friendly search and support for different language searches
- [Doofinder](https://www.g2.com/products/doofinder/reviews/doofinder-review-11314134) – helps manage multiple stores in different languages with configurable search and strong technical support


### What top-rated e-commerce search platforms for enterprise retailers?
Based on G2 reviews, enterprise retailers evaluating e-commerce search platforms tend to focus on scale, relevance, merchandising control, analytics, and support for large catalogs. According to verified users, Constructor is frequently associated with AI-driven ranking, continuous optimization, and stronger search conversion for large assortments. G2 reviewers also describe Bloomreach as useful for enterprise product discovery, merchandising, and optimization across search and navigation, while Searchanise is mentioned for handling large Shopify catalogs with responsive search and filtering. Recent reviews consistently point to these platforms as helping big retail teams reduce friction in product discovery, improve relevance, and support higher conversion through better search experiences and operational control.

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

- [Constructor](https://www.g2.com/products/constructor-io-constructor/reviews/constructor-review-12303109) – supports large assortments with AI-powered ranking, personalization, and search conversion improvements
- [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews/bloomreach-review-12463569) – combines search, personalization, and product discovery tools for large digital commerce teams
- [Searchanise](https://www.g2.com/products/searchanise/reviews/searchanise-review-11976707) – helps large Shopify catalogs with fast search, filters, and responsive support for complex collections


### Which platform offers voice-enabled product search?
Based on G2 reviews, Findbar is the clearest match for buyers specifically looking for voice-enabled product search. According to verified users, Findbar helps shoppers search via text, audio, or image search, which directly aligns with voice-based product discovery needs. G2 reviewers mention that its search experience is fast and user-friendly, and they also note visual suggestions, synonym support, and better product discovery across ecommerce journeys. Recent reviews further describe Findbar as helping reduce friction so shoppers can find products faster, especially when search needs to be flexible and intuitive. For teams prioritizing voice-enabled search alongside broader discovery features, Findbar is the most directly supported option in the recent G2 review set.


### What best platforms for AI-powered product search?
Based on G2 reviews, AI-powered product search is most often associated with platforms that understand intent, improve relevance over time, and reduce dead-end queries. According to verified users, Searchanise is praised for fast, smart search with typo handling and filtering that helps shoppers find products quickly. G2 reviewers also highlight Doofinder for AI-assisted search relevance, recommendations, and merchandising controls, while Bloomreach is noted for AI-driven search and product discovery that helps customers find products faster. Across recent reviews, these platforms are repeatedly linked to better search accuracy, easier discovery in larger catalogs, and stronger support for merchandising teams that want to improve on-site search without relying only on manual rules.

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

- [Searchanise](https://www.g2.com/products/searchanise/reviews/searchanise-review-11265706) – delivers typo-tolerant search, smart suggestions, and advanced filtering for product discovery
- [Doofinder](https://www.g2.com/products/doofinder/reviews/doofinder-review-11685669) – offers AI search, recommendations, and merchandising controls to surface relevant products
- [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews/bloomreach-review-12567720) – uses AI-driven search and discovery features to improve navigation and product finding


### What best tools for boosting search-driven conversions?
Based on G2 reviews, tools that boost search-driven conversions usually combine strong relevance, typo tolerance, merchandising, and helpful analytics. According to verified users, Doofinder is often tied to better on-site search performance and easier product discovery that reduces friction in the buying journey. G2 reviewers also describe Rapid Search as improving conversion by making it easier for shoppers to find products quickly, even with misspellings or partial queries. Searchanise is another commonly mentioned option, especially for stores with large catalogs that need instant results, effective filters, and better product visibility. Recent reviews suggest these tools help increase engagement by getting shoppers to the right products faster and cutting down on failed searches.

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

- [Doofinder](https://www.g2.com/products/doofinder/reviews/doofinder-review-12602671) – improves search relevance and speed to reduce discovery friction for high-intent shoppers
- [Rapid Search](https://www.g2.com/products/rapid-search/reviews/rapid-search-review-12359599) – delivers fast, typo-tolerant results that help webshop visitors find products and convert faster
- [Searchanise](https://www.g2.com/products/searchanise/reviews/searchanise-review-11319944) – supports large catalogs with relevant results, smart filters, and stronger conversion from search traffic


### What top platforms for integrating search with personalization?
Based on G2 reviews, platforms that integrate search with personalization are valued for connecting shopper behavior, recommendations, and discovery across channels. According to verified users, Bloomreach is frequently described as combining search, personalization, and content or merchandising optimization in one environment. G2 reviewers also mention Insider One for tying search and product discovery into broader personalization and cross-channel journeys, while Constructor is associated with using customer behavior to improve search relevance and tailored discovery. Recent reviews suggest these platforms are most useful for teams that want search to do more than return products by making it part of a broader, behavior-driven shopping experience that supports engagement, discovery, and conversion.

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

- [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews/bloomreach-review-12463569) – combines search, personalization, and product discovery for more relevant digital experiences
- [Insider One](https://www.g2.com/products/insider-one/reviews/insider-one-review-12043825) – connects personalized search insights with broader journeys, messaging, and on-site experiences
- [Constructor](https://www.g2.com/products/constructor-io-constructor/reviews/constructor-review-12303109) – uses customer behavior and AI-driven ranking to personalize product discovery and search results


### Which e-commerce search software offers the fastest results?
Based on G2 reviews, Doofinder appears most often as the strongest answer for teams prioritizing search speed. According to verified users, Doofinder is repeatedly described as fast, easy to get started with, and effective at helping shoppers reach products quickly. G2 reviewers mention fast fullscreen search, rapid product filtering, quick installation, and improved search performance across webshops. Recent reviews also connect Doofinder with better user experience because customers can find products without delay, especially in larger catalogs. While several products in this category are praised for speed, Doofinder has the strongest recent review volume among products with enough qualifying reviews and multiple speed-related mentions, making it the clearest single-winner choice here.


### Which e-commerce search tool integrates with Shopify?
Based on G2 reviews, Searchanise is the strongest fit for Shopify merchants looking for a dedicated e-commerce search tool. According to verified users, Searchanise is widely used on Shopify stores and is praised for easy setup, strong filtering, typo handling, customization, and responsive support. G2 reviewers mention it helps stores with large catalogs improve search relevance, collection filtering, and product discovery without relying on Shopify’s default search experience. Recent reviews also describe Searchanise as effective for smoothing browsing and helping customers find products faster, which supports both user experience and conversion. Among products with sufficient recent review volume, Searchanise has the clearest Shopify-specific concentration in the review set.


### Which is the best e-commerce search platform for online stores?
Based on G2 reviews, Doofinder is the strongest overall answer for online stores seeking a dedicated e-commerce search platform. According to verified users, Doofinder is frequently praised for fast setup, intuitive administration, customizable search, typo handling, and useful search analytics. G2 reviewers mention it helps improve on-site search relevance, speeds up product discovery, and makes it easier for customers to find products quickly in larger catalogs. Recent reviews also highlight support quality and flexibility around filtering, recommendations, and merchandising tasks. While other products in this category are well reviewed, Doofinder has the highest qualifying recent review volume among broadly applicable e-commerce search platforms, making it the clearest single-winner choice here.


### What top tools for improving search relevance in e-commerce?
Based on G2 reviews, improving search relevance usually comes down to stronger typo handling, synonyms, ranking controls, and better interpretation of shopper intent. According to verified users, Luigi&#39;s Box is often praised for handling typos, synonyms, and analytics that help teams refine search performance. G2 reviewers also describe Algolia as a powerful option for fast, relevant search with strong control over ranking, rules, and merchandising, while Searchanise is mentioned for accurate results, smart filters, and customization that improves relevance across large catalogs. Recent reviews consistently show these tools helping shoppers find products more easily, reducing zero-result experiences, and giving commerce teams more control over how relevant products are surfaced.

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

- [Luigi&#39;s Box](https://www.g2.com/products/luigi-s-box/reviews/luigi-s-box-review-12523925) – improves relevance with typo handling, synonyms, analytics, and easier search tuning
- [Algolia](https://www.g2.com/products/algolia/reviews/algolia-review-12627507) – gives merchandising teams control over ranking, synonyms, and AI-assisted relevance improvements
- [Searchanise](https://www.g2.com/products/searchanise/reviews/searchanise-review-12608966) – helps large catalogs with accurate search, smart suggestions, and filtering that improves relevance




## How Many E-Commerce Search Software Products Does G2 Track?
**Total Products under this Category:** 102

### Category Stats (Jul 2026)
- **Average Rating**: 4.55/5 (↑0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product**: Fast Simon (+3.61%) - Among all products in this category, Fast Simon recorded the largest rating increase compared to last month
*Last updated: July 01, 2026*


## How Does G2 Rank E-Commerce Search Software Products?

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

- 30 Analysts and Data Experts
- 5,300+ Authentic Reviews
- 102+ 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-Commerce Search Software Is Best for Your Use Case?

- **Leader:** [Insider One](https://www.g2.com/products/insider-one/reviews)
- **Highest Performer:** [Searchanise](https://www.g2.com/products/searchanise/reviews)
- **Easiest to Use:** [Insider One](https://www.g2.com/products/insider-one/reviews)
- **Top Trending:** [Constructor](https://www.g2.com/products/constructor-io-constructor/reviews)
- **Best Free Software:** [Doofinder](https://www.g2.com/products/doofinder/reviews)


---

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---

## What Are the Top-Rated E-Commerce Search Software Products in 2026?
### 1. [Harmonya](https://www.g2.com/products/harmonya/reviews)
Harmonya is a product intelligence platform for CPG brands and retailers that enriches, analyzes, and connects product data to real-world consumer behavior. The platform uses AI to structure and standardize product attributes, extract meaningful characteristics from consumer reviews, and link those attributes to sales and performance data. Harmonya is used by Shopper Insights, Category Management, Marketing, and Ecommerce teams to improve product positioning, uncover growth opportunities, and react faster to changes in the market. Harmonya’s software sits at the intersection of data enrichment and consumer insights. It captures how products are described and experienced by shoppers across the digital shelf, then translates that information into structured tags and concepts. These tags can be mapped back to individual UPCs or broader product hierarchies, giving users a more complete and nuanced understanding of what drives performance at the product, brand, and category level. Key use cases include: • Product Data Enrichment: Harmonize attributes across multiple data schemas and systems, using structured taxonomies built from consumer language. • Category Insights: Analyze trends, segmentations, and product drivers to inform portfolio strategies and shelf decisions. • Retail Media Optimization: Identify product characteristics that align with audience interests to improve targeting and campaign effectiveness. Harmonya’s platform is designed for fast exploration and analysis. Teams can filter, compare, and visualize data through an interactive interface, without relying on static reports or manual spreadsheet work. This gives business users more control over the insights they need to support decisions. Key features include: • Structured product attribution at scale • AI-based extraction of consumer-centric attributes • Real-time visibility into category dynamics • Brand and product comparison tools • Sales data integration tied to specific product attributes Harmonya helps CPGs and retailers transition from generic product data to a more intelligent, responsive, and shopper-driven foundation for decision-making.



**Who Is the Company Behind Harmonya?**

- **Seller:** [Harmonya](https://www.g2.com/sellers/harmonya)
- **Year Founded:** 2021
- **HQ Location:** New York, US
- **LinkedIn® Page:** https://www.linkedin.com/company/harmonya-inc (57 employees on LinkedIn®)






### 2. [Hello Retail](https://www.g2.com/products/hello-retail/reviews)
Hello Retail e-commerce personalization software will increase the average basket size, convert more customers and increase your customer loyalty. Hello Retail personalizes your e-commerce store by displaying the right product to the right customer at the right time. Hello Retail creates a personalized experience through AI-based behavior recognition, resulting in solid product recommendations, search, and emails that will make more cross- and up sales for your e-commerce. Our approach to our customers is that your success is our success, so you will have experts onboarding and managing your account with you


**Average Rating:** 4.6/5.0
**Total Reviews:** 27
**How Do G2 Users Rate Hello Retail?**

- **Ease of Use:** 8.8/10 (Category avg: 8.8/10)

**Who Is the Company Behind Hello Retail?**

- **Seller:** [Hello Retail](https://www.g2.com/sellers/hello-retail)
- **Year Founded:** 2009
- **HQ Location:** Copenhagen, Denmark
- **LinkedIn® Page:** https://www.linkedin.com/company/helloretail/ (56 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail
- **Company Size:** 93% Small-Business, 7% Mid-Market



#### What Are Recent G2 Reviews of Hello Retail?

**"[Amazing datadriven tool optimizing the customer journey significantly! + Great communication](https://www.g2.com/survey_responses/hello-retail-review-7154745)"**

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

[Read full review](https://www.g2.com/survey_responses/hello-retail-review-7154745)

---

**"[Excellent Service - Excellent value for money](https://www.g2.com/survey_responses/hello-retail-review-8575970)"**

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

[Read full review](https://www.g2.com/survey_responses/hello-retail-review-8575970)

---


#### What Are G2 Users Discussing About Hello Retail?

- [What is Hello Retail used for?](https://www.g2.com/discussions/what-is-hello-retail-used-for)

### 3. [InnoFind](https://www.g2.com/products/innofind/reviews)
InnoFind is an AI-driven solution designed to enhance e-commerce platforms by personalizing the shopping experience. By analyzing user interactions, InnoFind quickly identifies individual visual preferences, enabling customers to discover products aligned with their tastes without extensive searching. This technology is particularly effective for retailers with extensive product assortments, ensuring that users find their desired items efficiently. Key Features and Functionality: - Interactive Product Lists: InnoFind offers an engaging product list that adapts to each user&#39;s visual preferences, facilitating quick discovery of suitable products. - Easy Integration: The system can be seamlessly integrated into any webshop with a single line of code, with an API available for deeper integrations. - Automatic Attribution: InnoFind automatically extracts taste-relevant information from product images, eliminating the need for manual data maintenance. - No Historical Data Required: The AI recognizes user preferences in real-time without relying on prior user data, ensuring immediate personalization. - Continuous Learning: The proprietary AI model continuously improves with each user interaction, adapting to new trends and enhancing recommendations over time. Primary Value and User Solutions: InnoFind addresses the challenge of navigating deep product assortments by providing a personalized and efficient shopping experience. By recognizing individual tastes in real-time, it reduces the time customers spend searching for products, leading to increased user engagement and higher conversion rates. Retailers benefit from improved customer satisfaction and loyalty, as shoppers are more likely to find products that resonate with their preferences quickly.



**Who Is the Company Behind InnoFind?**

- **Seller:** [InnoFind GmbH](https://www.g2.com/sellers/innofind-gmbh)
- **HQ Location:** Thun, CH
- **LinkedIn® Page:** https://www.linkedin.com/company/innofind (1 employees on LinkedIn®)






### 4. [Kesem AI Product Recommender](https://www.g2.com/products/kesem-ai-product-recommender/reviews)
Turn searches into sales - Find, Select, and Buy – Directly from Your Search! Lost sales are often the result of frustrating search experiences, where customers leave without finding what they need. Kesem AI transforms your search bar into a conversion engine—offering instant, personalized visual product matches, variant selection, and direct cart addition, all within the search view. It’s a seamless path from search to checkout, eliminating barriers and boosting sales effortlessly. Kesem AI turns your search bar browsing into buying!



**Who Is the Company Behind Kesem AI Product Recommender?**

- **Seller:** [Pele AI](https://www.g2.com/sellers/pele-ai)
- **Year Founded:** 2023
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/pele-ai-bots (4 employees on LinkedIn®)






### 5. [Kivo Search](https://www.g2.com/products/kivo-search/reviews)
Boost your WooCommerce sales with Kivo Search! Our AI-powered, lightning-fast search helps customers find exactly what they need in seconds—leading to more purchases and higher revenue.



**Who Is the Company Behind Kivo Search?**

- **Seller:** [Kivo Search](https://www.g2.com/sellers/kivo-search)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/kivo-search (1 employees on LinkedIn®)






### 6. [Koply E-Commerce Search Engine](https://www.g2.com/products/koply-e-commerce-search-engine/reviews)
Koply is an AI-powered site search platform built for European e-commerce stores. It connects to your product feed (Google Shopping XML or CSV), indexes your catalog using Meilisearch, and delivers a fast embeddable search widget with typo-tolerance, faceted filters, and AI-powered features — all included in every plan at no extra cost. Unlike Algolia or Doofinder, Koply stores all data in Sweden (EU), making it fully GDPR compliant with no data transfers outside Europe. Pricing is fixed and predictable — no per-search billing, no surprises. Every plan includes unlimited searches. Key capabilities: instant search overlay with chips and product grid, merchandising and boosting rules, AI synonym suggestions, zero-results recovery, automatic product enrichment, weekly query intelligence reports, and search analytics. Native integrations available for Magento 2, with WooCommerce and PrestaShop coming soon. Koply is the alternative for e-commerce stores that want Algolia-level search quality with EU data sovereignty and transparent pricing. Koply was built specifically for the European market, where data sovereignty and GDPR compliance are non-negotiable requirements. The platform runs on Kubernetes in Sweden, ensuring all search data, product catalogs, and user queries remain within EU borders at all times. The search widget is lightweight, framework-agnostic, and embeds with a single script tag — compatible with any e-commerce platform including Magento, WooCommerce, PrestaShop, and custom-built stores. Setup takes under 15 minutes: connect your product feed, configure the widget colors and language, and paste the embed code before your closing body tag. AI features run entirely on the backend during indexing — no visitor data is ever sent to external AI providers. This makes Koply&#39;s AI capabilities fully GDPR compliant by design, not by policy.



**Who Is the Company Behind Koply E-Commerce Search Engine?**

- **Seller:** [Koply](https://www.g2.com/sellers/koply)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)






### 7. [Logi5](https://www.g2.com/products/logi5/reviews)
At Logi5, we&#39;re revolutionizing omnichannel advertising by combining real-time location intelligence with advanced AI and machine learning. Our platform, Spectra, enables brands to engage audiences across multiple touchpoints, from programmatic advertising and location-based targeting to Connected TV (CTV), in-app ads, in-game ads, and Digital Out-of-Home (DOOH) displays. By leveraging deep insights into consumer behavior and geography, we go beyond traditional targeting to deliver highly personalized, context-aware experiences that drive deeper engagement. Our technology empowers brands to connect with the right people at the right time, boosting performance while respecting privacy preferences. Logi5 is redefining how brands reach consumers, making advertising smarter, more seamless, and more relevant—across every screen and every channel.



**Who Is the Company Behind Logi5?**

- **Seller:** [Logi5](https://www.g2.com/sellers/logi5)
- **Year Founded:** 2024
- **HQ Location:** Dubai, AE
- **LinkedIn® Page:** https://www.linkedin.com/company/logi5 (6 employees on LinkedIn®)






### 8. [Lucidworks Fusion](https://www.g2.com/products/lucidworks-fusion/reviews)
Lucidworks is an AI-powered search and discovery platform that helps organizations transform complex data into meaningful experiences for customers, employees, and partners. For more than a decade, Lucidworks has helped leading global brands unlock the value of their data through intelligent search, product discovery, knowledge management, and AI-powered digital experiences. Our mission is simple: make information useful for the people who need it, when they need it. Whether users are searching for products, answers, documentation, or expertise, Lucidworks helps them find the right information quickly and confidently. Built for both B2B and B2C organizations, the Lucidworks Platform combines advanced search technology, machine learning, generative AI, and business-friendly tools to understand user intent, improve relevance, and deliver personalized experiences at scale. Unlike traditional search solutions that rely solely on keywords, Lucidworks leverages signals, semantic understanding, AI-driven ranking, and contextual insights to connect users with the most relevant results—even when queries are incomplete, ambiguous, or conversational. The platform enables organizations to launch and optimize AI-powered search experiences across ecommerce, customer support, workplace search, knowledge management, and digital service environments. Business teams can manage and improve experiences through intuitive no-code tools, while technical teams benefit from enterprise-grade scalability, flexibility, and deployment options. Key capabilities include: • AI-powered enterprise search and discovery • Neural hybrid search combining semantic and keyword relevance • Generative AI and large language model orchestration • Agent Studio for building AI-powered assistants and discovery experiences • Product discovery and ecommerce search optimization • Knowledge management and workplace search • Signals-based personalization and relevance tuning • Analytics and search performance insights • Data integration and pre-built connectors • No-code business user tools for optimization and experimentation • Enterprise-grade security, governance, and scalability • Flexible SaaS, self-hosted, and hybrid deployment options Organizations including Lenovo, Morgan Stanley, American Express, Red Hat, and other global enterprises rely on Lucidworks to improve search relevance, increase conversions, accelerate decision-making, and deliver exceptional digital experiences. By combining proven search science with practical AI, Lucidworks helps businesses turn data into measurable business outcomes.


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

- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)

**Who Is the Company Behind Lucidworks Fusion?**

- **Seller:** [Lucidworks](https://www.g2.com/sellers/lucidworks)
- **Year Founded:** 2007
- **HQ Location:** San Francisco, CA
- **Twitter:** @Lucidworks (6,960 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/306342/ (205 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 67% Enterprise, 33% Mid-Market



#### What Are Recent G2 Reviews of Lucidworks Fusion?

**"[Great work transforming our on site search. Truly great experience with this product](https://www.g2.com/survey_responses/lucidworks-fusion-review-2977374)"**

**Rating:** 4.5/5.0 stars
*— Mike S.*

[Read full review](https://www.g2.com/survey_responses/lucidworks-fusion-review-2977374)

---

**"[Flexible licensing for different organisation](https://www.g2.com/survey_responses/lucidworks-fusion-review-3153543)"**

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

[Read full review](https://www.g2.com/survey_responses/lucidworks-fusion-review-3153543)

---


#### What Are G2 Users Discussing About Lucidworks Fusion?

- [What is Lucidworks Fusion used for?](https://www.g2.com/discussions/what-is-lucidworks-fusion-used-for)

### 9. [Mandelbaum.ai](https://www.g2.com/products/mandelbaum-ai/reviews)
mandelbaum.ai is an AI-powered search and chat solution designed specifically for modern e-commerce stores. With a lightweight embedded script, online shops can integrate intelligent site search and conversational shopping assistants in minutes—no complex setup, no engineering overhead. Our platform uses advanced retrieval and language models to understand customer intent, deliver highly relevant product results, and guide users through a personalized shopping journey. From semantic search to automated product Q&amp;A, mandelbaum.ai helps merchants increase conversion rates, improve product discovery, and offer a seamless, intuitive customer experience. Built with scalability, data security, and effortless UI integration in mind, mandelbaum.ai empowers e-commerce brands to leverage AI without sacrificing speed, control, or design consistency. Key benefits: Smart semantic search with near-instant response times AI chat assistant tailored for product discovery and customer guidance Simple integration via script—no backend changes required GDPR-compliant architecture with enterprise-grade security Designed to boost conversions, reduce friction, and elevate user experience mandelbaum.ai brings the power of AI to every online store, helping merchants create the shopping experience customers expect today.



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

- **Seller:** [Mandelbaum.ai](https://www.g2.com/sellers/mandelbaum-ai)
- **Year Founded:** 2024
- **HQ Location:** Köln, DE
- **LinkedIn® Page:** https://www.linkedin.com/company/mandelbaum-ai/ (1 employees on LinkedIn®)






### 10. [Miros Search](https://www.g2.com/products/miros-search/reviews)
Miros is an AI-powered search and discovery solution for e-commerce, particularly in visually-driven verticals like fashion and furniture. With Miros’ cutting-edge Discovery Bar, users can discover exciting products using rich, descriptive search terms - no tags or exact keywords needed. For those nuanced searches where words fall short, Wordless Search lets customers click and browse, as the AI continuously refines results in real-time. Cookieless, tagless, and language-agnostic, Miros offers seamless product discovery that drives higher engagement and boosts conversion rates.



**Who Is the Company Behind Miros Search?**

- **Seller:** [Miros](https://www.g2.com/sellers/miros)
- **HQ Location:** London, GB
- **LinkedIn® Page:** https://www.linkedin.com/company/mirosai (55 employees on LinkedIn®)






### 11. [Mixpeek](https://www.g2.com/products/mixpeek/reviews)
Mixpeek is flexible search infrastructure that&#39;s built to scale with you. Search across any media, discover insights, and power recommendations all in one line of code.



**Who Is the Company Behind Mixpeek?**

- **Seller:** [Mixpeek](https://www.g2.com/sellers/mixpeek-f1c347e3-0f65-4b78-8158-5f9cc4d5863f)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)






### 12. [Motive Commerce Search](https://www.g2.com/products/motive-commerce-search/reviews)
Motive Commerce Search is AI-powered ecommerce search that&#39;s private, sustainable, and free from Big Tech dependencies. AI Mode gives shoppers a fully conversational AI search experience so they can chat, clarify, compare, and buy. Shoppers can search across products and content, ask follow-up questions in natural language, and pick up where they left off. And with Backroom, you can ask your search analytics anything in natural language to pull out the insights that give you a competitive edge. AI-Assisted Search upgrades the classic search bar with an AI layer that explains, guides, and keeps shoppers moving even when results are low. AI Related Tags, AI Carousels, and Questions AI work quietly in the background to recover dead-ends and surface the right products. Core Search Features gives you customisable filters, business rules, merchandising controls, and more. Fine-tune them whenever you need to. Your most valuable knowledge, intelligence, and insights are never used to train Big Tech AI.



**Who Is the Company Behind Motive Commerce Search?**

- **Seller:** [Motive.co](https://www.g2.com/sellers/motive-co)
- **Year Founded:** 2020
- **HQ Location:** Gijón, ES
- **Twitter:** @motiveco_ (162 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/motiveco/mycompany/ (41 employees on LinkedIn®)






### 13. [Okkular](https://www.g2.com/products/okkular/reviews)
Okkular&#39;s Tag-Gen helps retailers in Fashion and Furniture by creating a seamless merchandising process, enabling efficient product discovery and online product onboarding. The Okkular Tag-Gen solution helps automate the product tagging process using state of the art deep learning technology. Our solution suggests relevant tags based on your brand&#39;s product images.



**Who Is the Company Behind Okkular?**

- **Seller:** [Okkular.io](https://www.g2.com/sellers/okkular-io)
- **Year Founded:** 2018
- **HQ Location:** Melbourne, AU
- **LinkedIn® Page:** https://www.linkedin.com/company/okkular-io/ (30 employees on LinkedIn®)






### 14. [Product Genius](https://www.g2.com/products/product-genius/reviews)
Product Genius™ is a patented SaaS eCommerce application that simplifies the search, sort, and display of complex product categories such as fasteners. Product Genius™ eliminates the use of outdated filtering systems/faceted search that lead to an overall poor customer experience. It loads and displays 1,000’s of relevant product results for complex product categories in milliseconds. The technology gives the buyer a 360-degree view of a product category from a one-page buying experience.



**Who Is the Company Behind Product Genius?**

- **Seller:** [Product Genius Technology](https://www.g2.com/sellers/product-genius-technology)
- **Year Founded:** 2017
- **HQ Location:** Ogunquit, US
- **LinkedIn® Page:** http://www.linkedin.com/company/product-genius-technology (1 employees on LinkedIn®)






### 15. [PureClarity](https://www.g2.com/products/pureclarity/reviews)
PureClarity is one of the leading providers of intelligent ecommerce personalisation and provides the perfect solution for businesses whether B2C or B2B to increase online revenue, average order value, online conversion rate and also build a loyal customer database. PureClarity allows you to provide your customers with a highly personalised and relevant online shopping experience through a wide range of intelligent ecommerce personalisation features, converting your online visitors into loyal customers. The software is compatible with all ecommerce platforms and offers plugins/extensions for Magento 1x and 2x, Shopify, BigCommerce, X-Cart, WooCommerce and Kooomo. PureClarity works effectively with any amount of data and gets to work from day one. Businesses generally start to see positive results quickly. PureClarity features include: Personalised content – allowing you to create a 1-2-1 relevant and engaging dialogue. Display targeted content and banner ads which are relevant to each of your online visitors. Turn them into returning and loyal customers by showing promotions, offers, and imagery they are interested in. Intelligent Recommendations that know what your customers want before they do. By showing customers the right product at the right time in their customer journey you can increase your online conversion and revenue. Let PureClarity’s AI upsell and cross-sell products in real-time throughout the customer journey to maximise your online sales. Personalisation within search - taking your customers from search straight to checkout. You can make it easy for customers find exactly what they’re looking for by displaying personalised product recommendations and content in real-time as they search your website and within your search results pages. Personalisation within email which injects your customers back into your sales funnel. Entice customers back onto your website by including products tailored to their onsite experience. Persuade your customers to buy, buy again, or revisit their abandoned cart. Why not throw in an incentive to really get them excited. PopUps which grab your customers attention! Create personalised pop-ups to and email capture popups to drive engagement and increase your online conversion rate. Insights &amp; analytics which understand the value and potential buying power of each of your customers. You can gain full insight into your visitor behaviours, customer segments and campaign performance and discover how to maximise your websites potential to further increase revenue.



**Who Is the Company Behind PureClarity?**

- **Seller:** [PureClarity](https://www.g2.com/sellers/pureclarity)
- **Year Founded:** 2014
- **HQ Location:** York, GB
- **Twitter:** @pureclarityai (201 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/pureclarity/ (2 employees on LinkedIn®)

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


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

**Pros:**

- Ease of Use (1 reviews)
- Experience (1 reviews)



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

**Pros:**

- Users find PureClarity to be **simple and practical** , enhancing their everyday life with ease of use.
- Users find PureClarity **simple and practical** , recommending it for its potential to enhance everyday life.



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

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

### 16. [Queryra](https://www.g2.com/products/queryra/reviews)
Queryra is an AI-powered semantic search engine for WordPress and WooCommerce. It replaces default keyword matching with intelligent search that understands what customers mean. When someone searches &quot;gift for dad who likes gardening&quot;, Queryra finds garden gloves, plant pots, and seed kits — even without exact keyword matches. Custom AI trained on YOUR content, no OpenAI API key needed. Free plan available with 100 records and 500 searches per month.



**Who Is the Company Behind Queryra?**

- **Seller:** [Gronix](https://www.g2.com/sellers/gronix)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)






### 17. [Rebuy](https://www.g2.com/products/rebuy/reviews)
Rebuy is the leading commerce AI platform for enterprise businesses, empowering brands to create personalized experiences through every stage of the customer journey, resulting in increased revenue. Over 7,000 of the world&#39;s fastest growing and most notable brands trust Rebuy to create engaging, personalized, and intelligent shopping experiences.


**Average Rating:** 4.7/5.0
**Total Reviews:** 5
**How Do G2 Users Rate Rebuy?**

- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)

**Who Is the Company Behind Rebuy?**

- **Seller:** [Rebuy](https://www.g2.com/sellers/rebuy)
- **Year Founded:** 2017
- **HQ Location:** Distributed, US
- **LinkedIn® Page:** https://www.linkedin.com/company/rebuyengine/ (125 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 80% Small-Business, 20% Mid-Market


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

**Pros:**

- Experience (1 reviews)

**Cons:**

- Learning Curve (1 reviews)


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

**Pros:**

- Users appreciate the **opportunities to enhance order value** with small adjustments in Rebuy, maximizing their shopping experience.

**Cons:**

- Users find the **learning curve steep** , often feeling overwhelmed by the abundance of features in Rebuy.

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

**"[Personalized Commerce Experience Made Easy](https://www.g2.com/survey_responses/rebuy-review-12729936)"**

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

[Read full review](https://www.g2.com/survey_responses/rebuy-review-12729936)

---

**"[Seamless Integration, Revenue-Boosting Upsell &amp; Cross-Sell with Responsive Support](https://www.g2.com/survey_responses/rebuy-review-12428050)"**

**Rating:** 5.0/5.0 stars
*— Chad T.*

[Read full review](https://www.g2.com/survey_responses/rebuy-review-12428050)

---



### 18. [Refine Limitless Search](https://www.g2.com/products/refine-limitless-search/reviews)
Refine, an AI-powered, search and recommendations platform specifically built for fashion and apparel. Our platform lets shoppers find the right products quickly by relying on images instead of tags, which boosts conversions and engages shoppers.



**Who Is the Company Behind Refine Limitless Search?**

- **Seller:** [Refine](https://www.g2.com/sellers/refine)
- **Year Founded:** 2023
- **HQ Location:** New York , US
- **LinkedIn® Page:** https://www.linkedin.com/company/joinrefine (9 employees on LinkedIn®)






### 19. [Seeklab.ai](https://www.g2.com/products/seeklab-ai/reviews)
Seeklab.ai is an AI-powered search and personalization engine for e-commerce. It understands natural language, visual, and multimodal queries to deliver precise, personalized product results. Seeklab.ai integrates easily via API, helping online retailers improve search relevance, conversion rates, and customer engagement. Designed for scalability, it supports multilingual stores, advanced analytics, and dynamic catalog management.



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

- **Seller:** [Seeklab](https://www.g2.com/sellers/seeklab)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://linkedin.com/in/michaeljohnson/ (1 employees on LinkedIn®)






### 20. [SeekNShop](https://www.g2.com/products/seeknshop/reviews)
We are a team of Machine Learning, Artificial Intelligence enthusiasts with extensive experience in e-commerce determined to solve the problem of product discovery and decision making in e-commerce and other domains



**Who Is the Company Behind SeekNShop?**

- **Seller:** [SeekNShop](https://www.g2.com/sellers/seeknshop)
- **Year Founded:** 2019
- **HQ Location:** Chicago, US
- **LinkedIn® Page:** https://www.linkedin.com/company/seeknshop.io/ (5 employees on LinkedIn®)






### 21. [ShoppinGenie](https://www.g2.com/products/shoppingenie/reviews)
ShoppinGenie is a real-time AI shopping assistant that helps eCommerce brands turn browsers into buyers by delivering personalized, guided customer experiences across their websites. Unlike traditional chatbots, ShoppinGenie understands natural language, recommends the right products, and instantly answers both product and post-purchase questions. It acts like a helpful in-store advisor – but online and available 24/7. Customers can even upload a photo (such as a skincare close-up) to receive personalized product recommendations based on their unique needs. Key benefits: \* Increased conversions \* Fewer returns \* Higher customer satisfaction \* A faster, more confident path to purchase ShoppinGenie integrates with major CRMs and offers quick plug-and-play installation for platforms like Shopify, WooCommerce, and Wix, so teams can launch fast without heavy dev resources. If you&#39;re looking to improve product discovery, streamline support, and stand out with a smarter on-site experience, ShoppinGenie gives your brand a competitive edge



**Who Is the Company Behind ShoppinGenie?**

- **Seller:** [KanduAI](https://www.g2.com/sellers/kanduai)
- **Year Founded:** 2018
- **HQ Location:** Tel Aviv, IL
- **LinkedIn® Page:** https://www.linkedin.com/company/kanduai (11 employees on LinkedIn®)






### 22. [Solver Customer Hub](https://www.g2.com/products/solver-customer-hub/reviews)
Everything you need to know to understand your customer Collect all the information about your customers and clients in one place. In today’s world, information is the key to successful business operations.


**Average Rating:** 5.0/5.0
**Total Reviews:** 2
**How Do G2 Users Rate Solver Customer Hub?**

- **Ease of Use:** 10.0/10 (Category avg: 8.8/10)

**Who Is the Company Behind Solver Customer Hub?**

- **Seller:** [Things Solver](https://www.g2.com/sellers/things-solver-ca47a028-f7af-463e-9e27-b6931b860af6)
- **Year Founded:** 2015
- **HQ Location:** Belgrade, RS
- **LinkedIn® Page:** https://www.linkedin.com/company/things-solver/ (39 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Enterprise, 50% Small-Business



#### What Are Recent G2 Reviews of Solver Customer Hub?

**"[True partner in digital, personalized journey](https://www.g2.com/survey_responses/solver-customer-hub-review-8378746)"**

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

[Read full review](https://www.g2.com/survey_responses/solver-customer-hub-review-8378746)

---

**"[Efficient AI tools with remarkable results!](https://www.g2.com/survey_responses/solver-customer-hub-review-8511424)"**

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

[Read full review](https://www.g2.com/survey_responses/solver-customer-hub-review-8511424)

---



### 23. [StackCommerce](https://www.g2.com/products/stackcommerce/reviews)
StackCommerce helps publishers and brands drive revenue through Native Commerce.



**Who Is the Company Behind StackCommerce?**

- **Seller:** [StackCommerce](https://www.g2.com/sellers/stackcommerce)
- **HQ Location:** Venice, US
- **LinkedIn® Page:** https://www.linkedin.com/company/stackco (92 employees on LinkedIn®)






### 24. [Upsy Shopping Helper](https://www.g2.com/products/upsy-shopping-helper/reviews)
Upsy is an AI shopping assistant designed for SME online stores. Powered by AI, Upsy helps increase the conversion rate, average order value, &amp; automate customer service. Upsy works on any device and is specially designed to boost sales on mobile devices. Just like a salesperson in a store, Upsy acts as a shopping helper for your e-commerce store. It guides shoppers through their buying journey, helping them find the right products, offering AI product recommendations, promotions, and FAQs.


**Average Rating:** 4.0/5.0
**Total Reviews:** 1
**How Do G2 Users Rate Upsy Shopping Helper?**

- **Ease of Use:** 10.0/10 (Category avg: 8.8/10)

**Who Is the Company Behind Upsy Shopping Helper?**

- **Seller:** [Upsy Company Oy](https://www.g2.com/sellers/upsy-company-oy)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/upsy-shopping-helper/ (2 employees on LinkedIn®)

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



#### What Are Recent G2 Reviews of Upsy Shopping Helper?

**"[Excellent Resource For Upselling and Growing a Business](https://www.g2.com/survey_responses/upsy-shopping-helper-review-8849770)"**

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

[Read full review](https://www.g2.com/survey_responses/upsy-shopping-helper-review-8849770)

---



### 25. [Vectail](https://www.g2.com/products/vectail/reviews)
Vectail is an AI-powered site search engine built for e-commerce stores that want to convert more visitors into buyers. Powered by Google Vertex AI Search for Retail, Vectail understands the real intent behind every search query. The result: fewer empty results pages, less shopper frustration, and higher conversion rates. INTEGRATION IN 1 LINE OF CODE No plugin to install, no CMS dependency, no maintenance. A single script tag is all it takes. Works on any platform: Shopify, WooCommerce, PrestaShop, or any custom-built store. KEY FEATURES - Semantic AI search powered by Google Vertex AI - Real-time autocomplete with product suggestions - Typo tolerance and fuzzy matching - Custom synonym management - Built-in analytics: total searches, click-through rate, zero-result queries, top search terms - Dashboard for e-commerce teams PRICING 14-day free trial, no credit card required. Starter €29/month - Growth €89/month - Scale €399/month.



**Who Is the Company Behind Vectail?**

- **Seller:** [Vectail](https://www.g2.com/sellers/vectail)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/vectail/ (1 employees on LinkedIn®)







## What Is E-Commerce Search Software?

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

## What Software Categories Are Similar to E-Commerce Search Software?

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


