Best E-Commerce Personalization Software - Page 8

How Many E-Commerce Personalization Software Products Does G2 Track?

Total Products under this Category: 335

Category Stats (Aug 2026)

  • Average Rating: 4.58/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Fast Simon (+3.29%) - Among all products in this category, Fast Simon recorded the largest rating increase compared to last month

Last updated: August 04, 2026

How Does G2 Rank E-Commerce Personalization Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 37,500+ Authentic Reviews
  • 335+ 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.

G2 Grid® for E-Commerce Personalization Software

G2 Grid® for E-Commerce Personalization Software plotting products by satisfaction and market presence

Highlighted products: Insider One, Bloomreach, ContactPigeon, ActiveCampaign, Adobe Commerce (formerly Magento Commerce), AB Tasty, MoEngage, and Luigi's Box.

Underlying data: [Grid® JSON](https://www.g2.com/categories/e-commerce-personalization/grids.json?focus%5B%5D=insider-one&focus%5B%5D=bloomreach-bloomreach&focus%5B%5D=contactpigeon&focus%5B%5D=activecampaign&focus%5B%5D=adobe-commerce-formerly-magento-commerce&focus%5B%5D=ab-tasty&focus%5B%5D=moengage&focus%5B%5D=luigi-s-box)

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Saleswings

SalesWings is an AI-powered revenue acceleration platform that helps marketing, sales, and emerging agentic teams make every engagement timely, relevant, and impactful. It provides a holistic, first-party view of buyer interests, intent, and sales-readiness across leads and accounts, and is purpose-built to complement B2C marketing clouds with the missing “B2B layer.” Built for Salesforce-centric stacks and adjacent engagement tools, SalesWings delivers best-in-class native integrations with Salesforce Sales Cloud, Marketing Cloud (all editions), Data Cloud and Agentforce, plus Braze, Segment, and others—so insights land where teams already work. It is a certified Salesforce ISV and Braze Alloys partner. Core capabilities include rich behavioral data collection, lead/account scoring (point-based, predictive, and fit/grading), interest tagging, real-time sales alerts (email/Slack/browser), an AI sales assistant for next-best actions, and CRM-native attribution and campaign impact reporting. SalesWings Interactions adds high-performing, behaviorally targeted on-site pop-ups to capture and qualify demand without heavy ops lift. Who benefits: Demand gen and marketing operations improve audience targeting, channel ROI, and attribution; SDR/BDR teams boost speed-to-lead and conversion with prioritized lists and alerts; Sales operations orchestrate cleaner hand-offs; AEs gain account-level interest maps to expand deal size and timing. Differentiation: Versus Salesforce Einstein Lead Scoring, SalesWings adds native first-party behavioral signals, actionable interest areas (not just a number), real-time alerts, and MAP activation inside Salesforce Marketing Cloud and Braze. Against 6sense and Demandbase, SalesWings stays lightweight—no third-party intent/data credits or DSP to run—while deepening first-party signal activation inside SFMC/Braze and Salesforce. Compared with Qualified, SalesWings augments existing journeys with scoring, tags, and Interactions rather than replacing them with an autonomous AI SDR. Outfunnel focuses on sync and rules-based scoring; SalesWings provides AI assistance, CRM-native attribution, and on-site engagement. Why it matters now: For teams running Salesforce/Braze who need B2B precision without stack sprawl, SalesWings offers faster time-to-value, lower change-management, and decision-grade reporting—power with simplicity, embedded where revenue work happens.

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Flockr Social Proof

Using the wisdom of the crowds to nudge your customers to conversion, Flockr Social proof enhances customers’ experience by adding relevant and helpful messages to their buying journey. Flockr’s Social Proof Messaging, Recommendation Messaging and Search Messaging help to nudge customers to conversion by providing transparent and useful info. We increase your conversion rates and basket value with one simple tag Utilise the power of your site visitors to deliver real-time nudge-messaging. All messages are Advertising Standards compliant and proven to deliver immediate results.

Average Rating: 4.8/5.0

Total Reviews: 8

How Do G2 Users Rate Flockr Social Proof?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)
  • User Data: 5.0/10 (Category avg: 8.7/10)
  • Targeting: 6.7/10 (Category avg: 8.6/10)
  • Content: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Flockr Social Proof?

  • Seller: Flockr
  • Year Founded: 2020
  • HQ Location: West End, England
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Retail
  • Company Size: 75% Small, 25% Medium

What Are Recent G2 Reviews of Flockr Social Proof?

Selldone

Selldone, a pioneering force in the e-commerce platform landscape, is headquartered in a vibrant tech hub, reflecting its innovative ethos. Established with a mission to streamline online business operations, Selldone has rapidly expanded its reach and impact. The company, characterized by a dedicated team of experts and a rich history in e-commerce innovation, has positioned itself as a key player for businesses looking to thrive in the digital marketplace. Selldone stands out with its revolutionary "no-plugin" approach, designed to simplify and enhance the e-commerce experience. This platform offers an all-encompassing solution that eliminates the need for multiple plugins and apps, allowing users to build and manage their online stores effortlessly. Key features include advanced inventory management, seamless integration with various payment gateways, and robust analytics tools. The platform's user-friendly, no-code interface enables businesses of all sizes to create professional, high-functioning e-commerce sites without technical expertise. The primary value of Selldone lies in its support for fast-growing companies and its scalability to handle large volumes of transactions. It's an ideal solution for businesses seeking to expand rapidly without compromising on efficiency or customer experience. Selldone's enterprise-grade system is engineered to handle millions of orders, providing a reliable foundation for businesses at scale. By automating workflows and integrating essential e-commerce functionalities into a single platform, Selldone empowers businesses to focus on growth and customer engagement, ensuring a smooth, scalable path to e-commerce success.

Average Rating: 4.8/5.0

Total Reviews: 77

How Do G2 Users Rate Selldone?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.2/10)
  • User Data: 9.2/10 (Category avg: 8.7/10)
  • Targeting: 7.5/10 (Category avg: 8.6/10)
  • Content: 7.5/10 (Category avg: 8.8/10)

Who Is the Company Behind Selldone?

  • Seller: Selldone
  • Year Founded: 2018
  • HQ Location: Copenhagen, DK
  • Twitter: @SelldoneInc
    356 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Founder
  • Top Industries: Marketing and Advertising, Apparel & Fashion
  • Company Size: 89% Small, 4% Medium

What Do G2 Reviewers Say About Selldone?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the user-friendly features of Selldone, which streamline e-commerce processes and enhance efficiency.
  • Users appreciate the ease of use of Selldone, streamlining store management without needing technical skills.
  • Users praise the excellent customer support from Selldone, noting their commitment to resolving issues effectively.
  • Users appreciate Selldone's seamless integrations, enhancing e-commerce tasks while ensuring a streamlined and efficient experience.
  • Users appreciate Selldone for its all-in-one solutions, combining essential e-commerce features in a user-friendly platform.
Cons
  • Users feel frustrated with the limited customization options in Selldone, particularly regarding templates and user interface flexibility.
  • Users note a difficult learning curve with Selldone, especially for those new to e-commerce and advanced customizations.
  • Users find the lack of customization in Selldone limits advanced design control and requires learning complex systems.
  • Users find Selldone's limited features inadequate, citing issues with templates, customization, and functionality like media management.
  • Users find the limited templates inadequate for their marketing needs, highlighting a need for more options.

What Are Recent G2 Reviews of Selldone?

What Are G2 Users Discussing About Selldone?

TxtCart

TxtCart is trusted by 3,000+ Shopify and Shopify Plus stores. We offer eCommerce businesses the ability to grow sales, and relationships with customers through conversational text marketing. Using TxtCart, your team will be able to grow a compliant subscriber list, leverage your store’s historical Shopify data to create targeted SMS marketing campaigns, reduce abandoned carts and have two-way conversations with customers unlocking a brand-new marketing channel to drive meaningful ROI. We're so confident in our product offering that we guarantee a 10X ROI or your money back, an industry-leading statistic. We're a fully remote team of 20+ employees across the US, Canada, and beyond! We're a customer support-first company, but more than anything else, our competitive advantage is that we are incredibly results-driven, from our guarantees to our results, and our pricing.

Average Rating: 4.4/5.0

Total Reviews: 9

How Do G2 Users Rate TxtCart?

  • Has the product been a good partner in doing business?: 5.0/10 (Category avg: 9.2/10)
  • User Data: 10.0/10 (Category avg: 8.7/10)
  • Targeting: 4.2/10 (Category avg: 8.6/10)
  • Content: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind TxtCart?

  • Seller: TxtCart
  • Year Founded: 2019
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About TxtCart?

AI-generated summary from verified user reviews

Cons
  • Users criticize TxtCart for its questionable pricing model, charging a portion of sales for SMS message delivery.
  • Users find the cost structure questionable, feeling burdened by charges on sales for sending SMS messages.
  • Users are frustrated by TxtCart's SMS issues, specifically the questionable revenue-sharing model for sending messages.
  • Users find the pricing model unclear, questioning why TxtCart takes a cut of sales for SMS services.

What Are Recent G2 Reviews of TxtCart?

Octane AI

Octane AI is an easy way to create a bot and engage your customers and audience via messaging.

Average Rating: 4.2/5.0

Total Reviews: 9

How Do G2 Users Rate Octane AI?

  • Has the product been a good partner in doing business?: 7.5/10 (Category avg: 9.2/10)
  • User Data: 6.7/10 (Category avg: 8.7/10)
  • Targeting: 5.0/10 (Category avg: 8.6/10)
  • Content: 6.7/10 (Category avg: 8.8/10)

Who Is the Company Behind Octane AI?

  • Seller: Octane AI
  • Year Founded: 2016
  • HQ Location: San Francisco, CA
  • Twitter: @OctaneAI
    10,364 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    37 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 89% Small, 11% Large

What Are Recent G2 Reviews of Octane AI?

What Are G2 Users Discussing About Octane AI?

RightMessage

RightMessage is a website personalization platform for SaaS companies, online retailers, service-based businesses, professional creators, and marketing agencies. It connects to your email platform or CRM, identifies returning subscribers by their tags, segments, and custom fields, and lets you swap headlines, CTAs, testimonials, and offers based on who's visiting. No code required. How it works: Install a lightweight JavaScript snippet on your site. Connect your CRM or email platform. RightMessage automatically matches returning visitors to their subscriber profile. You then use our visual editor to set rules: show this headline to freelancers, that CTA to agency owners, a different testimonial to SaaS founders. To get richer data and to generate more leads, RightMessage includes a built-in quiz and survey builder with branching logic. Visitors answer a few questions, get segmented in real time, and that data syncs back to your CRM automatically for personalized follow-up sequences. What makes RightMessage different from popup tools like OptinMonster is that it doesn't just capture leads. It personalizes the entire experience based on who someone is. A returning HubSpot contact tagged "agency owner" sees different content than a first-time visitor from a Google ad. Popup tools show the same popup to everyone. Compared to enterprise personalization tools like Optimizely or Dynamic Yield, RightMessage provides the same core capability (content swaps, visitor segmentation, A/B testing) at a fraction of the cost, with no developer required. Enterprise tools start at $36,000/year and require engineering resources. RightMessage starts at $79/month with a visual, no-code editor built for marketing teams. Key capabilities: - Personalize headlines, CTAs, testimonials, images, and offers by visitor segment - Build on-site quizzes and surveys that feed directly into CRM segments - A/B test questions, offers, and copy with statistical confidence reporting - Create branching flows that route visitors to the right offer based on their answers - Track conversions and segment performance across devices in a unified visitor view - Bi-directional sync: pull subscriber data into your website AND push new data back to your CRM Integrates with: HubSpot, Salesforce, Braze, Klaviyo, Customer.io, ActiveCampaign, Kit (ConvertKit), Mailchimp, Drip, Beehiiv, Bento, MailerLite, Encharge, GoHighLevel, Intercom, Ontraport, and more. Results: Teams using RightMessage typically see 30%+ increases in conversion rates on personalized experiences delivered both on-site and over other channels, like email. The platform is used by hundreds of businesses including SaaS companies, marketing agencies, and established digital brands. Pricing: Grow plan at $79/month, Scale at $199/month, Pro at $399/month.

Average Rating: 4.4/5.0

Total Reviews: 19

How Do G2 Users Rate RightMessage?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.2/10)

Who Is the Company Behind RightMessage?

  • Seller: Rightmessage
  • Year Founded: 2017
  • HQ Location: Norfolk, US
  • Twitter: @rightmessageapp
    939 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 47% Small, 26% Medium

What Do G2 Reviewers Say About RightMessage?

AI-generated summary from verified user reviews

Pros
  • Users appreciate Brennan's exceptional support and the practical segmentation features of RightMessage, enhancing their overall experience.
  • Users value the personalization features of RightMessage, which enhance engagement and boost sales effectively.
  • Users value the insightful analytics provided by RightMessage, enhancing segmentation and personalization for improved profitability.
  • Users appreciate the ease of use of RightMessage, enabling quick setup and efficient user segmentation.
  • Users appreciate the easy setup of RightMessage, enabling quick surveys and seamless integration with their CRM.
Cons
  • Users find the complex features of RightMessage somewhat confusing, though support is helpful in clarifying them.
  • Users find some user experience complexities in RightMessage but appreciate the helpful support in resolving them.
  • Users find difficult navigation challenging due to a steep learning curve in utilizing RightMessage effectively.
  • Users find some confusing user experience elements in RightMessage but appreciate the helpful support for clarification.
  • Users find limited options in RightMessage's workflow builder, causing confusion despite helpful support assistance.

What Are Recent G2 Reviews of RightMessage?

What Are G2 Users Discussing About RightMessage?

Spotler Activate

Spotler Activate is a dynamic Customer Data Platform (CDP) designed to empower businesses to create hyper-personalised customer journeys and high-impact campaigns across multiple channels. By seamlessly merging web visitor data with existing customer information, Spotler Activate provides a 360-degree view of each customer, building comprehensive profiles that allow for tailored, data-driven marketing efforts. The platform's journey builder offers a user-friendly drag-and-drop editor, enabling marketers to create and optimise campaigns with conditional triggers and real-time integrations effortlessly. With powerful personalisation features, Spotler Activate can adapt to individual customer preferences and purchasing stages, enhancing the shopping experience by displaying real-time, relevant product recommendations across webshops, emails, and other digital touchpoints. A/B testing and segmentation tools are embedded within Spotler Activate, allowing businesses to refine their personalisation strategies continually. The platform also supports robust audience segmentation with its Audience Builder tool, utilising diverse variables to target precise customer segments effectively. Spotler Activate boosts customer engagement by synchronising messaging across multiple channels, providing real-time persuasive elements, like purchase urgency cues, and enabling automated A/B tests to determine the best-performing content variations. Spotler Activate integrates smoothly with popular software, including e-commerce solutions like Magento and PrestaShop, and supports APIs and web push notifications, enhancing its functionality. Businesses can leverage lifecycle management, RFM modelling, and a meta conversions API for comprehensive campaign insights and strategic decision-making. With Spotler's support services, users benefit from comprehensive training and expert assistance to maximise the platform's potential. Spotler Activate is ideal for marketers aiming to elevate personalisation, drive conversions, and build stronger customer loyalty through data-driven, automated marketing strategies.

Average Rating: 4.5/5.0

Total Reviews: 15

How Do G2 Users Rate Spotler Activate?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)

Who Is the Company Behind Spotler Activate?

Who Uses This Product?

  • Top Industries: Retail
  • Company Size: 53% Small, 40% Medium

What Are Recent G2 Reviews of Spotler Activate?

What Are G2 Users Discussing About Spotler Activate?

Movable Ink

Movable Ink personalizes every customer engagement through automation and artificial intelligence. The world’s most innovative brands rely on Movable Ink to maximize revenue, simplify workflow and achieve the optimal customer experience. Headquartered in New York City with 600 employees, Movable Ink serves its global client base with operations throughout North America, Central America, Europe, and Australia. Learn more at movableink.com. Movable Ink delivers personalization across channels that consumers expect from the brands they love, in an easy, automated and scalable way for marketers. Movable Ink provides this value with content generation and marketing AI applications: Movable Ink Studio: Content generation through which each customer receives relevant, individualized creative content generated by transforming data and assets in real time, at the moment of engagement, at every touchpoint, across the entire customer lifecycle. Movable Ink Da Vinci: AI to serve content and messages that resonate the most with each customer. Unlike other vendors who just reinforce what a customer already likes or focus on just the next step of a customer’s journey, Da Vinci optimizes each message to support the long-term customer relationship, through a discovery based learning process. These solutions replace cumbersome manual processes that result in displaying predetermined, irrelevant, and static content for only short-term gains. With Movable Ink, marketers can balance conversion with long-term loyalty through AI to create better customer experiences and build lasting brand relationships. AI enables the marketer to achieve the optimal 1:1 personalization. This approach drives both measurable short-term and long-term revenue and higher customer lifetime value, while simplifying overall marketing workflow. CORPORATE AWARDS & RECOGNITION The National AI Awards’ “The AI Award for Retail” (2024) AI Breakthrough Awards (2024 and 2023) TMW100 (2024 and 2023) Business Insider’s “Hottest Marketing Technology Companies of 2022” Inc. Magazine’s “Best Workplaces” (2024, 2022, 2021, 2020, and 2019) Inc. Magazine’s “Robust and Powerful: $50MM+ in Gross Revenue” List (2021) Built In NYC’s “Best Places to Work” (2025, 2024, 2023, 2022, 2021, 2020, 2019, and 2018) Adweek’s “Reader’s Choice: Best of Tech Awards” – Best Marketing Cloud/Automation (2020 and 2019) Inc. 5000 (2017) Crain’s Fast 50 (2017) Deloitte’s Technology Fast 500 (2016 and 2017)

Average Rating: 4.4/5.0

Total Reviews: 10

How Do G2 Users Rate Movable Ink?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.2/10)

Who Is the Company Behind Movable Ink?

  • Seller: Movable Ink
  • Year Founded: 2010
  • HQ Location: New York, NY
  • Twitter: @movableink
    5,379 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    576 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 40% Large, 40% Small

What Are Recent G2 Reviews of Movable Ink?

Proton.ai

Since 2018, Proton has been on a mission to optimize distributors' sales operations. As the only AI-powered growth platform purpose-built for distributors, Proton provides full visibility into customers and their needs, enabling distributors to identify hidden sales opportunities that convert to revenue. Proton empowers commercial teams with insights that help them sell smarter, engaging the right customers with the right message through web, mobile, or API integration. Proton's suite of products – Sales AI, CRM, and eCommerce AI – are trusted by leading distributors including MSC, R.S. Hughes, and RelaDyne.

Average Rating: 4.5/5.0

Total Reviews: 10

How Do G2 Users Rate Proton.ai?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)
  • User Data: 10.0/10 (Category avg: 8.7/10)
  • Targeting: 9.2/10 (Category avg: 8.6/10)
  • Content: 9.4/10 (Category avg: 8.8/10)

Who Is the Company Behind Proton.ai?

  • Seller: Proton.ai
  • Year Founded: 2018
  • HQ Location: Cambridge, Massachusetts
  • LinkedIn® Page: www.linkedin.com
    117 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 64% Medium, 18% Small

What Are Recent G2 Reviews of Proton.ai?

What Are G2 Users Discussing About Proton.ai?

XMPie

XMPie is a powerful marketing platform for delivering 1:1 omnichannel communications across print and digital media channels that are personally relevant and creatively engaging. We help our clients leverage their data to deliver a consistent brand experience across touchpoints to build trust and loyalty over the entire customer lifecycle. Our solutions cover three applications – Media Personalization, Web-to-Print and Marketing Automation – all united through a common technology foundation. With a strong tradition of innovation and expertise, XMPie focuses on helping service providers stay ahead of the curve in the constantly evolving world of print and digital communications.

Average Rating: 4.0/5.0

Total Reviews: 11

How Do G2 Users Rate XMPie?

  • Has the product been a good partner in doing business?: 7.5/10 (Category avg: 9.2/10)
  • User Data: 7.8/10 (Category avg: 8.7/10)
  • Targeting: 6.7/10 (Category avg: 8.6/10)
  • Content: 6.1/10 (Category avg: 8.8/10)

Who Is the Company Behind XMPie?

  • Seller: Xerox
  • Year Founded: 1906
  • HQ Location: Norwalk, CT
  • Twitter: @Xerox
    151,437 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    47,068 employees on LinkedIn®
  • Ownership: NYSE:XRX

Who Uses This Product?

  • Company Size: 50% Small, 33% Medium

What Are Recent G2 Reviews of XMPie?

What Are G2 Users Discussing About XMPie?

Alpine IQ

Alpine IQ empowers high-risk industries by providing customer-focused technology to help retailers and brands of all sizes resolve growth challenges and generate revenue. The company provides customers with the industry's most extensive suite of tools to protect, segment, and promote all in-store and online operations.

Average Rating: 4.7/5.0

Total Reviews: 11

How Do G2 Users Rate Alpine IQ?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.2/10)
  • User Data: 6.7/10 (Category avg: 8.7/10)
  • Targeting: 7.5/10 (Category avg: 8.6/10)
  • Content: 9.2/10 (Category avg: 8.8/10)

Who Is the Company Behind Alpine IQ?

Who Uses This Product?

  • Company Size: 55% Small, 18% Medium

What Do G2 Reviewers Say About Alpine IQ?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Alpine IQ, as it simplifies customer engagement and data management.
  • Users value the robust analytics of Alpine IQ, enhancing insights into customer behavior and marketing effectiveness.
  • Users value the easy customer engagement through unified data, advanced segmentation, and automated messaging features of Alpine IQ.
  • Users value the user-friendly engagement tools in Alpine IQ, enhancing customer interactions and driving conversions effectively.
  • Users commend the comprehensive integration of Alpine IQ, enhancing customer engagement and simplifying marketing processes effortlessly.
Cons
  • Users find the learning curve challenging, requiring time to understand features and navigate the interface effectively.
  • Users find the complex features of Alpine IQ challenging, especially when trying to navigate reporting and customization.
  • Users face challenges with complex reporting, noting a steep learning curve and a need for better customization.
  • Users face challenges with the dashboard issues as it lacks intuitiveness and clarity, complicating their overall experience.
  • Users find the dashboard usability of Alpine IQ challenging, especially in understanding and customizing features effectively.

What Are Recent G2 Reviews of Alpine IQ?

Automat

Automat is a conversation company. Conversations are the best way to sell, and this is why we bring the power of sales conversations to your eCommerce—at scale. Ecommerce companies staff their websites and increase sales with Virtual Product Advisors. These AI-powered advisors are trained to have automated one-on-one conversations with consumers, provide personalized recommendations, and ultimately give them the boost in confidence they need to buy - just like a real salesperson would. We partner with the world's largest B2C retailers and brands and consistently deliver higher first-party insight, conversion rates, and order value. 

Average Rating: 4.6/5.0

Total Reviews: 17

How Do G2 Users Rate Automat?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.2/10)
  • User Data: 9.2/10 (Category avg: 8.7/10)
  • Targeting: 5.8/10 (Category avg: 8.6/10)
  • Content: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Automat?

Who Uses This Product?

  • Top Industries: Cosmetics, Consumer Goods
  • Company Size: 72% Large, 17% Small

What Are Recent G2 Reviews of Automat?

What Are G2 Users Discussing About Automat?

Celebros

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?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.2/10)

Who Is the Company Behind Celebros?

  • Seller: Bridgeline Digital
  • Year Founded: 2000
  • HQ Location: Burlington, MA
  • Twitter: @Bridgeline
    1,653 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    285 employees on LinkedIn®
  • Ownership: NASDAQ:BLIN

Who Uses This Product?

  • Top Industries: Retail
  • Company Size: 56% Medium, 25% Small

What Are Recent G2 Reviews of Celebros?

What Are G2 Users Discussing About Celebros?

Frosmo

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?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.2/10)
  • User Data: 8.3/10 (Category avg: 8.7/10)
  • Targeting: 10.0/10 (Category avg: 8.6/10)
  • Content: 9.2/10 (Category avg: 8.8/10)

Who Is the Company Behind Frosmo?

  • Seller: Frosmo
  • Year Founded: 2008
  • HQ Location: Helsinki, Helsinki
  • Twitter: @Frosmo
    1,083 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 70% Medium, 20% Large

What Are Recent G2 Reviews of Frosmo?

What Are G2 Users Discussing About Frosmo?

GroupBy

GroupBy's fully cloud native technology powers the world's most relevant and highly converting eCommerce websites. Our SaaS-based, Product Discovery Platform powered by Google Cloud Retail AI, provides industry-leading features for data enrichment, search, recommendations, navigation, personalization, merchandising & search analytics, and is backed by our ongoing commitment to partnering with our clients. We excel with complex, large-scale B2B configurations and in dynamic, high volume B2C scenarios. Founded in 2013, GroupBy is headquartered in Toronto, Canada and has offices in Austin, Texas.

Average Rating: 3.6/5.0

Total Reviews: 10

How Do G2 Users Rate GroupBy?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 9.2/10)
  • User Data: 9.2/10 (Category avg: 8.7/10)
  • Targeting: 8.3/10 (Category avg: 8.6/10)
  • Content: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind GroupBy?

  • Seller: GroupBy
  • Year Founded: 2013
  • HQ Location: Toronto, ON
  • Twitter: @GroupByInc
    4,274 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    20 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 40% Medium, 40% Small

What Are Recent G2 Reviews of GroupBy?

What Are G2 Users Discussing About GroupBy?

Lexer

Lexer is a leading Customer Data and Experience Platform (CDXP) that unifies fragmented data into a high-definition unified for retail and hospitality brands. By enriching first-party data with AI-powered predictive analytics and Experian insights, Lexer empowers business users to orchestrate hyper-targeted omnichannel campaigns and personalized 1:1 engagement. This all-in-one hub democratizes data across marketing, service, and sales teams, bridging the digital-physical divide with real-time context for authentic clienteling. Supported by dedicated retail and hospitality experts, Lexer ensures a rapid path to ROI, helping global brands own their customer destiny and achieve significant growth. Lexer is a private, Australian-founded company with a team of 100+ working with over 150 brands in Australia, Asia and the USA. To learn more about Lexer or get a demo, visit https://www.lexer.io/.

Average Rating: 4.5/5.0

Total Reviews: 53

How Do G2 Users Rate Lexer?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.2/10)
  • User Data: 9.7/10 (Category avg: 8.7/10)
  • Targeting: 9.3/10 (Category avg: 8.6/10)
  • Content: 9.2/10 (Category avg: 8.8/10)

Who Is the Company Behind Lexer?

  • Seller: Lexer
  • Year Founded: 2010
  • HQ Location: Melbourne, Australia
  • Twitter: @lexer
    930 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    62 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Retail, Apparel & Fashion
  • Company Size: 42% Small, 34% Medium

What Do G2 Reviewers Say About Lexer?

AI-generated summary from verified user reviews

Pros
  • Users value the responsive customer support from Lexer, which enhances their experience and understanding of the platform.
  • Users recognize the strong AI integrations of Lexer, valuing their effectiveness and contributions to the product's functionality.
  • Users value the unlimited insights and analytics from Lexer, appreciating the support for actionable findings.
  • Users value the analytics expertise of Lexer, gaining unlimited insights and actionable takeaways from their customer data.
  • Users value the communication efficiency of Lexer, benefiting from clear insights and actionable support for their analytics.
Cons
  • Users report encountering bugs in Lexer that disrupt functionality and hinder overall user experience.
  • Users face frequent frustration when the page refreshes, causing them to lose their ongoing responses.
  • Users find the learning curve challenging, making it daunting for infrequent users despite ongoing improvements to simplify the experience.
  • Users feel that there are occasional learning difficulties with Lexer, especially for infrequent users, despite efforts to simplify.
  • Users find Lexer not user-friendly, often feeling it's daunting for those unfamiliar with the platform.

What Are Recent G2 Reviews of Lexer?

What Are G2 Users Discussing About Lexer?

Subhransu Sahu
SS
Researched and written by Subhransu Sahu
Updated April 9, 2026