Best A/B Testing Tools - Page 2

How Many A/B Testing Tools Products Does G2 Track?

Total Products under this Category: 208

Category Stats (Nov 2026)

  • Average Rating: 4.5/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Keitaro Tracker (+8.11%) - Among all products in this category, Keitaro Tracker recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank A/B Testing Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 24,100+ Authentic Reviews
  • 208+ 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 A/B Testing Tools

G2 Grid® for A/B Testing Tools plotting products by satisfaction and market presence

Highlighted products: LaunchDarkly, Statsig, VWO Testing, AB Tasty, Bloomreach, Salesforce Marketing Cloud, Omniconvert, and Confidence by Spotify.

Underlying data: [Grid® JSON](https://www.g2.com/categories/a-b-testing-tools/grids.json?focus%5B%5D=launchdarkly&focus%5B%5D=statsig&focus%5B%5D=wingify-vwo-testing&focus%5B%5D=ab-tasty&focus%5B%5D=bloomreach-bloomreach&focus%5B%5D=agentforce-marketing-formerly-salesforce-marketing-cloud&focus%5B%5D=omniconvert&focus%5B%5D=confidence-by-spotify)

Webtrends Optimize

Webtrends Optimize is the highest rated A/B Testing platform on G2.com. In addition to A/B testing we also offer features like MVT, Personalisation, Social Proofing, Product Recommendations, Surveys & other CRO/UX tools (Urgency messaging, Exit Intent Pop-ups, Hello bars etc.), all wrapped up in integrations with your platforms for Analytics (GA4, Fullstory, Contentsquare etc.), Data Warehouses (Snowflake, Bigquery, Databricks, etc.) and CDPs (Shopify, Bloomreach, Salesforce etc.) Uniquely, Webtrends Optimize offers all of our features and tools in a single, all-inclusive package. That includes no limits on number of metrics captured, experiments run, users in the platform, etc. We also have the best-rated support team of all platforms, and guided onboarding to make sure you start on the right foot. There are no tiers, paywalls or upgrades required to access anything in the platform, and our SaaS licence pricing is based purely on the number of sessions your website gets, and scales appropriately as you grow. So, you always get access to everything, at a price that is fair.

Average Rating: 4.8/5.0

Total Reviews: 226

How Do G2 Users Rate Webtrends Optimize?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 8.9/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 9.2/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 7.3/10 (Category avg: 7.5/10)

Who Is the Company Behind Webtrends Optimize?

  • Seller: Webtrends Optimize
  • Company Website:
  • Year Founded: 2000
  • HQ Location: Egham, GB
  • LinkedIn® Page: www.linkedin.com
    36 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Marketing Manager, CRO Manager
  • Top Industries: Leisure, Travel & Tourism, Marketing and Advertising
  • Company Size: 41% Medium, 40% Small

What Do G2 Reviewers Say About Webtrends Optimize?

AI-generated summary from verified user reviews

Pros
  • Users value the prompt and knowledgeable customer support from Webtrends Optimize, enhancing the overall user experience.
  • Users appreciate the ease of use of Webtrends Optimize, highlighting its intuitive interface and straightforward setup.
  • Users value the helpful support team at Webtrends Optimize, appreciating their responsiveness and willingness to assist.
  • Users find the easy setup of Webtrends Optimize refreshing, facilitating smooth integration and efficient A/B testing.
  • Users value the custom integrations offered by Webtrends Optimize, enhancing their ability to tailor the tool to specific needs.
Cons
  • Users note a challenging learning curve for less technical individuals, which may delay initial setup and usability.
  • Users often find the difficult learning curve of Webtrends Optimize challenging, especially for advanced features and UI navigation.
  • Users find the learning difficulty with Webtrends Optimize challenging, particularly with advanced features and UI navigation.
  • Users note a steep learning curve with Webtrends Optimize, particularly for those without a technical background.
  • Users identify UI intuitiveness issues that challenge less technical individuals, despite improvements being anticipated in future updates.

What Are Recent G2 Reviews of Webtrends Optimize?

What Are G2 Users Discussing About Webtrends Optimize?

Kameleoon

Kameleoon enables brands to enhance their products and digital interactions, providing a unique optimization solution that combines web experimentation, feature management, and personalization features within a single, cohesive platform. Kameleoon is the only unified experimentation platform that combines web and feature testing with agentic AI. With PBX (Prompt-Based Experimentation), teams can turn ideas into live A/B tests in minutes just by chatting with AI. Kameleoon adapts to any tech stack and skill level, offering accurate data, advanced privacy, and native integrations with leading tools. Designed to support product managers, marketers, experimentation leaders, and developers, Kameleoon fits into any tech stack, with 100+ integrations and custom integration options. Kameleoon empowers teams to create experiments, by using web-based data for targeting, analytics, and activation in server-side tests without requiring a developer. HIPAA, GDPR, and CCPA compliant, Kameleoon is well-suited for highly-regulated industries such as healthcare, banking, and insurance. Over 1,000 medium and enterprise-sized companies already use Kameleoon’s feature-rich and secure platform to rely on highly-accurate experimentation data. Teams at Toyota, Providence, Direct Line Group, Canada Goose, Loblaw, and Cerebral use Kameleoon. Visit www.kameleoon.com to learn more.

Average Rating: 4.5/5.0

Total Reviews: 134

How Do G2 Users Rate Kameleoon?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 8.3/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 8.7/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 7.3/10 (Category avg: 7.5/10)

Who Is the Company Behind Kameleoon?

  • Seller: Kameleoon
  • Company Website:
  • Year Founded: 2012
  • HQ Location: Paris
  • LinkedIn® Page: www.linkedin.com
    239 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Automotive, Insurance
  • Company Size: 55% Medium, 27% Large

What Do G2 Reviewers Say About Kameleoon?

AI-generated summary from verified user reviews

Pros
  • Users value the responsive customer support of Kameleoon, appreciating the team's helpfulness during setup and follow-ups.
  • Users praise the ease of use of Kameleoon for quickly implementing A/B tests and experiments.
  • Users find Kameleoon's A/B testing capabilities highly effective and appreciate the responsive support throughout campaigns.
  • Users appreciate the easy setup of Kameleoon, enabling quick A/B testing execution with excellent support throughout the process.
  • Users appreciate the flexible and reliable experimentation capabilities of Kameleoon, making A/B tests easy and effective.
Cons
  • Users note the heavy developer dependency of Kameleoon, requiring significant resources and support for A/B testing.
  • Users find Kameleoon's interface presents a difficult learning curve, requiring time and support for effective use.
  • Users find the learning curve steep, requiring time and support to effectively navigate Kameleoon's interface.
  • Users find Kameleoon's interface to be difficult to use, especially when editing live campaigns and setting up tests.
  • Users find complex features challenging to implement without developer assistance, limiting their autonomy in creating tests.

What Are Recent G2 Reviews of Kameleoon?

What Are G2 Users Discussing About Kameleoon?

MoEngage

MoEngage is an Agentic customer engagement platform trusted by 1,350+ global brands, including Coca-Cola, Flipkart, Starbucks, Citibank, Domino’s, T-Mobile, and OYO. We power personalized experiences for 2 billion users monthly, tracking over 1 trillion data points and delivering 100B+ messages per month. Founded in 2014 to solve repetitive customer engagement challenges, the platform has evolved into a full-stack solution that unifies data, AI, and engagement across 16+ channels. At the core of our platform is Merlin AI - a purpose-built Agentic AI for marketing teams. MoEngage’s Merlin AI enables marketers with a suite of specialized native and custom agents to build segments, campaigns, discover insights, and automate marketing workflows. With our acquisition of Aampe, brands can now create a decisioning agent per user to bring true 1:1 personalization at scale. Industry analysts and the marketers who use the platform every day agree: MoEngage is the leading modern alternative to legacy marketing clouds. It has been recognized as a top 4 vendor in The Forrester Wave™ for Cross-Channel Marketing Hubs 2024, a Visionary in Gartner® Magic Quadrant™ for Personalization Engines 2026, and a Leader in the IDC MarketScape for AI-enabled Customer Data Platforms 2026. This analyst validation is backed up by customers, who have named MoEngage as a "Customers’ Choice" in the Gartner® Peer Insights™ Voice of the Customer for Multichannel Marketing Hubs for three years in a row! MoEngage helps brands in 60+ countries to create standout digital experiences for more than 2 billion customers every month. MoEngage is backed by leading investors, including Goldman Sachs Asset Management, B Capital, Steadview Capital, ChrysCapital, Multiples, Eight Roads, F-Prime, and Matrix Partners, with 800+ employees across 15 global offices, recently closing a $280M Series F round.

Average Rating: 4.5/5.0

Total Reviews: 520

How Do G2 Users Rate MoEngage?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 8.9/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 8.5/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 8.4/10 (Category avg: 7.5/10)

Who Is the Company Behind MoEngage?

  • Seller: MoEngage
  • Company Website:
  • Year Founded: 2014
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    956 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Product Manager, Digital Marketing Manager
  • Top Industries: Financial Services, Online Media
  • Company Size: 55% Medium, 25% Small

What Do G2 Reviewers Say About MoEngage?

AI-generated summary from verified user reviews

Pros
  • Users praise MoEngage for its ease of use, making segmentation and campaign creation intuitive and efficient.
  • Users appreciate the powerful segmentation engine of MoEngage, facilitating targeted campaigns and meaningful user engagement.
  • Users appreciate the powerful analytics of MoEngage, enabling effective tracking and segmentation for impactful campaigns.
  • Users find MoEngage extremely helpful for segmenting flows and data, facilitating effective campaign management and user tracking.
  • Users appreciate the intuitive campaign management of MoEngage, enabling effective user engagement across multiple channels effortlessly.
Cons
  • Users note the missing features in MoEngage, including limited personalization and unclear event setup processes.
  • Users note a significant learning curve with MoEngage, finding it overwhelming and complex during initial setup.
  • Users find management of complex segments challenging due to naming discipline, slow UI, and unclear event setups.
  • Users find the complexity of MoEngage challenging, especially without strict naming conventions for segments and conditions.
  • Users find the difficult learning curve challenging, which can hinder their ability to maximize MoEngage's capabilities.

What Are Recent G2 Reviews of MoEngage?

What Are G2 Users Discussing About MoEngage?

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Voyado

Voyado is the agentic OS for retail. 95% of retailers aren’t set up to succeed in the AI era of commerce. Shoppers now use AI to discover, compare, and buy, and retail teams work in Slack and AI assistants, not closed systems. Both depend on your data, and without context and guardrails, risk grows faster than impact. Voyado brings customer, product, order, and behavioral data together in one connected system, creating the context retail runs on. With retail intelligence and agentic reasoning on top, AI agents use that single source of truth to make informed decisions and act across the full customer journey. Voyado Product Discovery delivers AI-powered search, browse, and recommendations with retail knowledge built in, including product variants, seasons, newness, and stock levels. Agentic discovery lets shoppers describe what they want in natural conversation, and agentic merchandising gives teams control over ranking, promotions, and campaigns. Voyado Customer Engagement is marketing automation and CRM for omnichannel retail, with a unified customer profile and native loyalty. Teams segment, plan, create, and activate campaigns across email, SMS, app push, and digital wallet. Leading brands across Europe work with Voyado, including H&M, Paul Smith, Nudie Jeans, and Jack Wolfskin.

Average Rating: 4.5/5.0

Total Reviews: 81

How Do G2 Users Rate Voyado?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 7.6/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 7.3/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 6.1/10 (Category avg: 7.5/10)

Who Is the Company Behind Voyado?

  • Seller: Voyado
  • Company Website:
  • Year Founded: 2005
  • HQ Location: Stockholm, SE
  • LinkedIn® Page: www.linkedin.com
    386 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Retail, Apparel & Fashion
  • Company Size: 48% Medium, 29% Small

What Do G2 Reviewers Say About Voyado?

AI-generated summary from verified user reviews

Pros
  • Users find Voyado's ease of use appealing, with a simple UI that facilitates quick setups and effective communications.
  • Users commend the responsive customer support of Voyado, ensuring smooth operations and effective issue resolution.
  • Users highly value the responsive Swedish support from Voyado, enhancing their overall experience and satisfaction.
  • Users value the intuitive design of Voyado, enhancing workflow and simplifying complex tasks with ease.
  • Users appreciate the intuitive and user-friendly interface of Voyado, enhancing their marketing capabilities effortlessly.
Cons
  • Users find the limited features in Voyado restrict their ability to customize and meet advanced needs effectively.
  • Users find the missing features in Voyado limit integration and flexibility for advanced e-commerce needs.
  • Users find the learning curve steep due to insufficient documentation and complex setup processes, hindering quick onboarding.
  • Users find the lack of customization in Voyado's features limits their experience and flexibility in usage.
  • Users note the limited customization options in Voyado, particularly for on-site messaging and style configurations.

What Are Recent G2 Reviews of Voyado?

What Are G2 Users Discussing About Voyado?

FlexiFunnels

FlexiFunnels: Conversion Optimized *AI Funnel Builder* FlexiFunnels is an AI-powered business growth platform. From creating world-class landing pages in seconds to handling your marketing and lead generation, FlexiFunnels brings everything under one roof. --- ## Main Features of FlexiFunnels 1.) **AI Website & Funnel Builder** – Type just one line, and Flexi AI instantly creates professional landing pages with proven direct-response sales copy. You can then customize them with our easy drag-and-drop editor. 2.) **AI Marketing Agents** – Get your entire marketing and copywriting tasks done, from ad copy to webinar pages, sales pages, emails, hooks, video ad scripts, and more. 3.) **FlexiViral – Viral Referral Lead Generation System** – Launch viral campaigns where your customers bring in more leads for you. 4.) Drag & Drop Landing Page Builder 5.) Super Fast Hosting & Accelerated Page Delivery 6.) Integrated Payment Gateway Integrations 7.) Converting Checkout Pages 8.) Bump Offers 9.) Advanced Funnel Logics 10.) Host & Sell Courses Inside FlexiFunnels 11.) Piracy Protected Courses (Paid Courses) 12.) Autoresponder & Webinar Integrations 13.) Automated Split Testing 14.) Source Tracking of Buyers & Leads 15.) Proof Notifications for Leads & Sales 16.) Facebook Conversion API 17.) Cart Abandon Automated Email Sequence 18.) Cart Abandon Data Transfer 19.) Webhook for Leads & Sales Data Transfer 20.) Advanced Membership Features – Certificates, Quiz, Drip Feed, Notes, Discussions, etc. 21.) AI Based High Converting Sales Copy 22.) 700+ Done For You Funnels & Pages 23.) Fully Mobile Responsive Pages 24.) Digital Assets – Automated delivery of products like eBooks, PDFs, etc. 25.) Domain Mapping (Subdomain or Main Domain) 26.) Advanced Analytics of Page Conversions 27.) Detailed Reporting Dashboard – Project, Product, Funnel & Lead Report …and much more. --- ## Huge Benefits of FlexiFunnels: ✅ Launch Fast with AI – Start your online business in hours, not weeks. ✅ All-in-One Dashboard – Funnels, websites, courses, payments, email integrations, AI tools, and analytics in one place. ✅ Save Time & Money – No need for 10+ tools or expensive coders. FlexiFunnels covers it all. ✅ Affordable Pricing – Get full access for just $447/year. ✅ Outstanding Support – 3-Minute Live Chat Support, 6 One-on-One Onboarding Calls, weekly Q

A, and detailed tutorials, knowledgebase. ✅ Community & Training – Join 100,000+ members in our active community. Plus, access in-depth courses on ads, funnels, copywriting, freelancing, course creation, and more. ✅ Client Income Opportunity – Use FlexiFunnels to sell your products or offer funnel/website building services to clients. ✅ Risk-Free Guarantee – 30-Day money-back, no questions asked. ⚡ In short: FlexiFunnels is your **AI Funnel Builder + Complete Online Business System**, designed to save you time, increase conversions, and grow your income.

Average Rating: 4.7/5.0

Total Reviews: 245

How Do G2 Users Rate FlexiFunnels?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 9.9/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 9.8/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 9.4/10 (Category avg: 7.5/10)

Who Is the Company Behind FlexiFunnels?

Who Uses This Product?

  • Who Uses This: Founder, Freelancer
  • Top Industries: Marketing and Advertising, Professional Training & Coaching
  • Company Size: 80% Small, 0% Large

What Do G2 Reviewers Say About FlexiFunnels?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of FlexiFunnels, appreciating its AI-driven website creation and supportive features.
  • Users commend the exceptional customer support of FlexiFunnels, highlighting the team’s friendliness and readiness to assist.
  • Users love the easy creation process with FlexiFunnels, leveraging AI and drag-and-drop features without coding hassles.
  • Users love the easy setup of FlexiFunnels, making website creation quick and accessible for everyone.
  • Users love the powerful AI features of FlexiFunnels that simplify website building and enhance marketing strategies.
Cons
  • Users note a steep learning curve, wishing for easier navigation and more guidance for beginners to enhance their experience.
  • Users feel that FlexiFunnels has missing features like improved domain integration and better notification systems for comments.
  • Users express frustration over poor customer support, often feeling ignored and receiving unsatisfactory responses to their concerns.
  • Users desire greater customization options and more templates, citing design flexibility and setup challenges as limitations.
  • Users find the limited integrations in FlexiFunnels challenging, hindering seamless connectivity with other essential platforms.

What Are Recent G2 Reviews of FlexiFunnels?

Amplitude Feature Experimentation

Part of the Amplitude AI Analytics Platform, Amplitude Feature Experimentation lets you test and control your products with the same user data in your analytics. Roll out tests quicker and get more meaningful results that drive product growth. Feature Experimentation makes it easy for product teams, data teams, engineering teams, or any team to run better tests: • Self-service experimentation guides you through designing, shipping, and seeing results—no engineering resources needed • Performance capabilities like T-tests, CUPED, and multi-arm bandits let you test rigorously without sacrificing control or performance • Target precisely with behavioral cohorts and identity resolution that fuel personalize at scale • Smarter feature flags are as easy to deploy to user segments as they are to roll back • Unlock a culture of experimentation with increased testing velocity and results you can share across your org And with Feature Experimentation integrated in the rest of the Amplitude platform, your tests connect seamlessly with your insights. Spin up a conversion test from a funnel chart, watch tester behavior in session replays, and retarget based on experiment data. Plus, you can consolidate your tech stack. Amplitude Feature Experimentation is a smarter, faster way to test and innovate. Ditch the guesswork and discover what really drives growth.

Average Rating: 4.1/5.0

Total Reviews: 42

How Do G2 Users Rate Amplitude Feature Experimentation?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 8.8/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 8.3/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 5.8/10 (Category avg: 7.5/10)

Who Is the Company Behind Amplitude Feature Experimentation?

  • Seller: Amplitude
  • Company Website:
  • Year Founded: 2012
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    1,635 employees on LinkedIn®
  • Ownership: NASDAQ: AMPL

Who Uses This Product?

  • Who Uses This: Product Manager
  • Top Industries: Computer Software
  • Company Size: 60% Medium, 30% Small

What Do G2 Reviewers Say About Amplitude Feature Experimentation?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless integration of experimentation with behavioral analytics, enhancing A/B testing and user insights.
  • Users value the seamless integration of experimentation with behavioral analytics, enhancing their understanding of user behavior and performance.
  • Users value the ease of use of Amplitude Feature Experimentation, facilitating quick and efficient feature testing and analysis.
  • Users value Amplitude's powerful A/B testing capabilities for efficiently evaluating features and enhancing user experiences.
  • Users find the initial setup easy with Amplitude Feature Experimentation, enhancing their ability to experiment effectively.
Cons
  • Users face challenges with user assignment clarity and lack advanced features, complicating the experimentation process.
  • Users find the complex features overwhelming and sometimes confusing, particularly when managing experiments and environments.
  • Users find the platform's complexity overwhelming initially, though it becomes easier to navigate with experience.
  • Users find the missing features in Amplitude Feature Experimentation complicate implementations and hinder overall performance.
  • Users identify a need for improvement in UI/UX, metrics handling, and advanced statistical features.

What Are Recent G2 Reviews of Amplitude Feature Experimentation?

What Are G2 Users Discussing About Amplitude Feature Experimentation?

Fibr AI

Fibr AI is an adaptive experience optimization platform that turns brands’ own websites into engines for discovery, engagement, and conversion across human and AI audiences. Its Human Experience Optimization (HXO) combines real-time, 1:1 personalization with experimentation, conversion rate optimization, and customer journey optimization to turn human visits into leads, sales, and other business outcomes. Agent Experience Optimization (AXO) extends that technology to AI, identifying the platform or agent visiting and adapting existing brand content for AI visibility and accurate representation without requiring new content production. It also makes websites agent-ready, providing the functionality agents need to complete tasks on consumers’ behalf. Fibr brings both audiences, human visitors and AI systems finding information or taking action on their behalf, into one platform, keeping the brand’s website, approved information, and business goals at the center. Founded by Ankur Goyal and Pritam Roy, Fibr AI is backed by Accel, WillowTree Ventures, and MVP Ventures. Learn more at fibr.ai.

Average Rating: 4.6/5.0

Total Reviews: 133

How Do G2 Users Rate Fibr AI?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 9.2/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 8.9/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 8.9/10 (Category avg: 7.5/10)

Who Is the Company Behind Fibr AI?

  • Seller: Fibr AI
  • Year Founded: 2022
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    45 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Marketing and Advertising
  • Company Size: 40% Large, 37% Medium

What Do G2 Reviewers Say About Fibr AI?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Fibr AI, enabling seamless personalized landing page experiences without technical hassle.
  • Users appreciate the personalization capabilities of Fibr AI, enhancing landing page experiences and improving engagement.
  • Users value the personalized landing page experiences Fibr AI provides, enhancing engagement and improving click rates effectively.
  • Users value the automation capabilities of Fibr AI for seamless personalized landing page experiences, enhancing efficiency at scale.
  • Users value the efficiency of Fibr AI in streamlining personalized campaigns, saving time and resources significantly.
Cons
  • Users note a learning curve with Fibr AI, requiring refinement and manual reviews for optimal brand alignment.
  • Users feel Fibr AI needs more exhaustive features, especially for report exports and deeper content personalization insights.
  • Users found the difficult setup of Fibr AI required extensive planning and coordination, delaying initial use.
  • Users feel that Fibr AI lacks advanced customization and reporting features, limiting deeper insights and effective personalization.
  • Users are frustrated by the limited customization options for reports, hindering deeper insights for stakeholders.

What Are Recent G2 Reviews of Fibr AI?

Algolia

Algolia empowers businesses to deliver lightning-fast, AI-driven search and discovery experiences that convert. Trusted by over 18,000 companies and 500,000 developers, Algolia’s API-first platform handles 1.75 trillion searches annually across e-commerce, SaaS, marketplaces, media, and more. From helping retailers boost conversions with personalized product discovery to enabling companies to surface relevant content instantly, Algolia delivers scalable, reliable, and intuitive solutions built for performance. With seamless integration into any tech stack, user-friendly tools for business teams, and advanced AI customization, Algolia makes it easy to launch tailored digital experiences—accelerating time to value and driving measurable business results. Learn more: https://www.algolia.com/

Average Rating: 4.5/5.0

Total Reviews: 450

How Do G2 Users Rate Algolia?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 8.3/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 8.1/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 7.7/10 (Category avg: 7.5/10)

Who Is the Company Behind Algolia?

  • Seller: Algolia SAS
  • Company Website:
  • Year Founded: 2012
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    942 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CTO, Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 59% Small, 31% Medium

What Do G2 Reviewers Say About Algolia?

AI-generated summary from verified user reviews

Pros
  • Users find Algolia to be a very easy tool for adding intelligent search functionality to their websites.
  • Users appreciate the search efficiency of Algolia, enjoying accurate and smart search capabilities for their sites.
  • Users appreciate the fast search results of Algolia, experiencing improved response times and seamless integration.
  • Users love Algolia's fast search results, significantly improving site response time and customer experience.
  • Users value the efficiency of Algolia, relishing fast and accurate search results with seamless API integration.
Cons
  • Users express concerns over Algolia's expensive pricing, noting it exceeds competitors for similar features and capabilities.
  • Users find cost scaling at high volumes to be a significant limitation, affecting budget and usability as they grow.
  • Users find the high learning curve of Algolia challenging, requiring expertise and resources to fully utilize features.
  • Users find Algolia to have limited features for custom ranking and sorting, impacting flexibility in data management.
  • Users find the learning difficulty challenging, especially due to the steep learning curve and limited beginner resources.

What Are Recent G2 Reviews of Algolia?

What Are G2 Users Discussing About Algolia?

Convert Experiences

Convert Experiences is the growth experimentation suite that marketers, product leaders, ecom managers, and CRO agencies rely on to scale both testing & personalization through secure AI workflows. It offers A/B testing, split URL (redirect) tests, multivariate testing, multi-page (funnel) tests, multi-arm bandits for quick results in time-sensitive campaigns, 6 robust dev-friendly SDKs (JavaScript, PHP, Ruby, Android, iOS and Python) for full-stack experimentation (feature testing, feature flags & rollouts), and 1:1 personalization (alongside segment-based legacy personalization) to improve outreach and ABM efforts. 💎 Enterprise-level performance, without the baggage and exorbitant prices. Our pricing is transparent because we are built for teams that move fast. You can go from trial to signed up in 15 minutes, without speaking to anyone. But our team of senior tech advisors is always on stand-by. 🤖 Secure, scoped, thoughtful AI workflows that obey. Our MCP server (local and hosted) restricts access to data and the shelf-life of permission requests to ensure you can automate what's needed without worrying about unauthorized touches. The power of the MCP sever sits in our in-app assistant Convert Intelligence® - for prompt-based experimentation. We allow approval layers to be added to user requests. 🛡️ Restricted industries-ready. Convert is GDPR and HIPAA compliant. It is ISO27001 certified and SOC-2 certified. With a track record of zero data breaches, it's the decision layer you trust with your data and compliance when you can't afford to make mistakes. Convert Feature Capabilities 🧫 A/B and Multivariate Testing • Classic A/B, A/A, split URL, multivariate, and multipage tests • Visual Editor to create experiments without developer involvement • 5 code editors for those who are ambitious with what they test • Advanced targeting (device, geo, behavior, custom JS, cookies, UTM, IP) • Revenue and goal tracking (GA4, Shopify, WooCommerce, custom setups) • One-page and cross-domain testing to validate complex funnels • Multi-arm bandit tests with three algorithms • Flicker-free loading (FOOC mitigation) baked in to prevent skewing results 🤹 Personalization and Segmentation • 1:1 personalization • Multi-page personalization for the full buyer journey • Audience rules based on behavior, traffic source, or device • Ability to activate data in 3rd party platforms to trigger tests 📡 Regex support for advanced URL targeting • Performance & Reliability • Built on Akamai CDN for global speed and 99.99% uptime • Minimal impact on load times (10–200ms) • True randomized traffic distribution for statistical accuracy 📊 Analytics and Reporting • Real-time experiment performance dashboards • Built-in QA toolkit (preview mode, traffic allocation controls) • Native heatmaps & Convert Signals® for privacy-compliant session recordings 🏋️‍♀️ Integrations and Tech-Stack Fit • Seamless Shopify & WooCommerce integrations (supports headless stores) • API-first architecture for custom workflows & automation • 90+ plug-and-play integrations with major analytics & martech platforms 🩼 Support and Enablement • Real human support via live chat, email, and dedicated agency partner channels • Transparent, predictable pricing - no hidden fees • Robust documentation, toolkits, and educational resources to help teams scale Convert is the sidekick you need on your experimentation journey. More than an A/B testing tool, we take pride in being the ecosystem that supports all the pillars of experimentation maturity and success. PS: Being the platform that's all about making things better ... How could we leave the planet out? Our 'plans for the planet' commitment means we donate 10% of our topline revenue to green projects run by TIST, Stripe and Patagonia.

Average Rating: 4.6/5.0

Total Reviews: 91

How Do G2 Users Rate Convert Experiences?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 8.9/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 9.4/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 7.1/10 (Category avg: 7.5/10)

Who Is the Company Behind Convert Experiences?

  • Seller: Convert.com
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Walnut, CA
  • LinkedIn® Page: www.linkedin.com
    59 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising, Internet
  • Company Size: 53% Small, 39% Medium

What Do G2 Reviewers Say About Convert Experiences?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use in Convert Experiences, highlighting its simple setup and helpful visual tools.
  • Users praise the responsive customer support of Convert Experiences, feeling valued and well-assisted throughout their journey.
  • Users value the easy setup of Convert Experiences, making it simple for clients to get started quickly.
  • Users appreciate the comprehensive A/B testing features of Convert Experiences, resulting in significantly improved conversion rates.
  • Users value Convert's optimization for testing, praising its ease of use and impressive impact on conversion rates.
Cons
  • Users note the lack of API integration, which limits advanced features like heatmaps and screen recordings for testing.
  • Users find the subscription options limiting, especially for niche applications and experiments using iframes or external journeys.
  • Users are frustrated by the time-consuming updates for previews in Convert Experiences, which delay experimentation.
  • Users find tracking issues challenging, particularly with revenue and goal tracking, impacting their overall experience.
  • Users report encountering several bugs in Convert Experiences that impact their overall experience despite quick fixes.

What Are Recent G2 Reviews of Convert Experiences?

What Are G2 Users Discussing About Convert Experiences?

Croct

Croct is a conversion optimization platform that includes a user profile explorer, audience segmentation, content personalization, AB testing, feature flag, real-time website analytics, and a component-based CMS for modern frameworks like Next.js and React. It helps product and growth teams scale UI and website optimization, enabling faster growth without over-relying on developers.

Average Rating: 4.7/5.0

Total Reviews: 50

How Do G2 Users Rate Croct?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 9.2/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 9.5/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 6.9/10 (Category avg: 7.5/10)

Who Is the Company Behind Croct?

  • Seller: Croct
  • Year Founded: 2020
  • HQ Location: Denver, Colorado, US
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Marketing and Advertising
  • Company Size: 52% Medium, 30% Large

What Do G2 Reviewers Say About Croct?

AI-generated summary from verified user reviews

Pros
  • Users rave about Croct's incredible customer support, which greatly enhances their experience and optimizes platform usage.
  • Users appreciate the personalization features of Croct, which enhance the user experience and boost conversion rates.
  • Users value the impressive ease of use of Croct, enabling rapid project launches and streamlined audience analysis.
  • Users praise Croct for its impressive implementation ease, achieving quick project launches and seamless integration.
  • Users appreciate the intuitive layout of Croct, making A/B testing easy for various marketing teams.
Cons
  • Some users struggle with the difficult setup process, requiring extra time and technical knowledge to configure properly.
  • Users find complexity in working with Slots and components, which can make initial setup and configuration challenging.
  • Users note a steep learning curve for advanced features, though support helps mitigate initial challenges.
  • Users find Croct to have significant limitations in functionality and require developer support for basic tasks.
  • Users find the technical expertise required for Croct challenging, limiting their ability to conduct simple experiments independently.

What Are Recent G2 Reviews of Croct?

Dynamic Yield

Dynamic Yield, a Mastercard company, helps businesses across industries deliver digital customer experiences that are personalized, optimized, and synchronized. With Dynamic Yield, marketers, product managers, developers, and digital teams can algorithmically match content, products, and offers to each individual customer for the acceleration of revenue and customer loyalty. Redefining personalization technology, Dynamic Yield’s Experience OS unifies business silos to deliver ongoing, personalized engagement from a single, fully customizable platform. With it, companies can build their own mix of powerful personalization capabilities, which can include a wide array of experience types, support any digital channel, adjust according to industry and KPIs, and improve time-to-market efficiency. Dynamic Yield is a 6-time Gartner-recognized Leader in Personalization, with customers like McDonald’s, Synchrony, SKIMS, Ocado, ON, and Decathlon. Dynamic Yield has also been consistently voted by customers as G2 Leaders in Personalization and A/B Testing for several years.

Average Rating: 4.5/5.0

Total Reviews: 151

How Do G2 Users Rate Dynamic Yield?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 8.0/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 8.7/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 8.0/10 (Category avg: 7.5/10)

Who Is the Company Behind Dynamic Yield?

  • Seller: Mastercard
  • Year Founded: 1966
  • HQ Location: Purchase, NY
  • LinkedIn® Page: www.linkedin.com
    52,021 employees on LinkedIn®
  • Ownership: NYSE - New York Stock Exchange
  • Total Revenue (USD mm): $15,301

Who Uses This Product?

  • Who Uses This: Product Manager
  • Top Industries: Retail, Apparel & Fashion
  • Company Size: 57% Medium, 29% Large

What Do G2 Reviewers Say About Dynamic Yield?

AI-generated summary from verified user reviews

Pros
  • Users praise the exceptional customer support of Dynamic Yield, which empowers teams to innovate confidently and effectively.
  • Users value the advanced personalization capabilities of Dynamic Yield, enhancing user journeys and driving significant revenue growth.
  • Users appreciate the easy implementation of Dynamic Yield, complemented by excellent support throughout the process.
  • Users appreciate the effective A/B testing features of Dynamic Yield, enhancing personalization and optimizing customer experience significantly.
  • Users value the easy implementation of Dynamic Yield, complemented by excellent support throughout the process.
Cons
  • Users experience analytics issues with Dynamic Yield, wishing for more detailed insights into their campaigns.
  • Users find the coding difficulty in Dynamic Yield challenging, especially for customization and integration tasks.
  • Users note limited built-in analytics capabilities, wishing for more detailed insights on campaign performance.
  • Users face developer dependence due to extensive custom code requirements and time-consuming integrations for effective use.
  • Users note limited built-in analytics in Dynamic Yield, which can be addressed with additional tools and custom solutions.

What Are Recent G2 Reviews of Dynamic Yield?

What Are G2 Users Discussing About Dynamic Yield?

Evolv AI

Evolv AI is an automated design thinking platform that understands your experimentation goals, guides you in making effective experimentation decisions, and continuously learns from the outcomes of those decisions.

Average Rating: 4.9/5.0

Total Reviews: 15

How Do G2 Users Rate Evolv AI?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 9.5/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 9.8/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 9.7/10 (Category avg: 7.5/10)

Who Is the Company Behind Evolv AI?

  • Seller: Evolv AI
  • Year Founded: 2019
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    20 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Telecommunications
  • Company Size: 67% Large, 27% Medium

What Are Recent G2 Reviews of Evolv AI?

What Are G2 Users Discussing About Evolv AI?

Manago AI

Manago AI is a Customer Engagement Platform that helps marketers connect their data, understand every customer, communicate on every channel and drive results. Trusted by 2,000+ brands, Manago AI gives marketers the speed, clarity and confidence to move from idea to live campaign in minutes across email, SMS, WhatsApp and web. No technical resource required.

Average Rating: 4.4/5.0

Total Reviews: 309

How Do G2 Users Rate Manago AI?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 8.1/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 7.6/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 7.2/10 (Category avg: 7.5/10)

Who Is the Company Behind Manago AI?

Who Uses This Product?

  • Who Uses This: Marketing Automation Specialist, Marketing Specialist
  • Top Industries: Marketing and Advertising, Retail
  • Company Size: 56% Small, 35% Medium

What Do G2 Reviewers Say About Manago AI?

AI-generated summary from verified user reviews

Pros
  • Users commend the fast and responsive customer support of Manago AI, enhancing their overall experience and efficiency.
  • Users value the effortless automation of SALESmanago, enhancing customer communication and streamlining marketing workflows.
  • Users appreciate the automation efficiency of SALESmanago, significantly enhancing customer communication and campaign management.
  • Users value the powerful campaign automation and seamless integration of SALESmanago for effective marketing strategies.
  • Users highlight the intuitive email builder and responsive support team, making SALESmanago an efficient solution for communication.
Cons
  • Users find the steep learning curve challenging, making adaptation to specific project needs difficult.
  • Users find the interface and features often unintuitive, requiring workarounds that hinder efficient workflow.
  • Users find the complex usability of Manago AI challenging, especially after certain updates affected intuitive features.
  • Users face complexity issues with Manago AI, making it hard to utilize all available features effectively.
  • Users express concerns over missing features such as limited filtering options and lack of flexible mailing distribution.

What Are Recent G2 Reviews of Manago AI?

What Are G2 Users Discussing About Manago AI?

CoreMedia

CoreMedia is a composable Digital Experience Platform (DXP) designed for enterprises that manage complex digital content ecosystems and deliver personalized, omnichannel experiences at scale. At the heart of the platform is a hybrid headless Content Management System (CMS) that combines structured content delivery with powerful in-context editorial tools, enabling organizations to balance flexibility for developers with productivity and governance for content teams. The CoreMedia Experience Platform supports a wide range of digital touchpoints, including websites, portals, mobile applications, chatbots, messaging services, and human-assisted interactions through video or phone. This allows organizations to provide consistent, brand-safe experiences across channels while adapting content to different audiences, regions, and use cases from a single platform. A core capability of the platform is CoreMedia AI KIO, the AI-powered editorial assistant built specifically for professional content operations. KIO is deeply embedded into editorial workflows and supports content teams throughout the content lifecycle. From preparation and optimization to quality assurance and migration. CoreMedia AI KIO helps organizations: - Reduce manual editorial effort through AI-assisted content processing. - Improve content quality, structure, and accessibility. - Accelerate content migration and reuse across channels. - Maintain full editorial responsibility through a human-in-the-lead AI approach. This makes CoreMedia particularly well suited for enterprises, public-sector organizations, and regulated environments where control, transparency, and accountability are essential. CoreMedia is designed to support federated organizations, large editorial teams, and complex governance models. Its API-first, composable architecture integrates seamlessly into existing technology stacks, allowing organizations to evolve their digital ecosystems without vendor lock-in. Key capabilities include: - Hybrid headless CMS for structured and unstructured content. - Centralized content governance with flexible editorial workflows. - User-level personalization powered by real-time data. - Global content delivery with localization and brand consistency. All capabilities are managed through a single, user-friendly interface, reducing operational complexity while supporting scalable digital communication. As a European CMS built for organizations that need control over their data, CoreMedia keeps content and infrastructure decisions in the customer's hands. Flexible deployment models, including on-premise, private cloud, and public cloud, let organizations maintain digital sovereignty over where content lives and who can access it, meeting their own security, residency, and compliance requirements rather than adapting to a vendor's defaults. That combination has made CoreMedia a trusted CMS for enterprises such as Henkel, Emerson, Enterprise Ireland, Deutsche Telekom, The German Bundestag and IKB Deutsche Industriebank operating in demanding, regulated environments. By combining a composable DXP, a hybrid headless CMS, and AI-assisted editorial workflows, CoreMedia helps organizations create better digital experiences: efficiently, responsibly, and at scale.

Average Rating: 4.4/5.0

Total Reviews: 82

How Do G2 Users Rate CoreMedia?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.1/10)

Who Is the Company Behind CoreMedia?

  • Seller: CoreMedia
  • Company Website:
  • Year Founded: 1996
  • HQ Location: Hamburg, Germany
  • LinkedIn® Page: www.linkedin.com
    164 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Telecommunications, Apparel & Fashion
  • Company Size: 45% Large, 28% Medium

What Do G2 Reviewers Say About CoreMedia?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of CoreMedia, making content management accessible for both developers and non-developers alike.
  • Users commend the seamless integration capabilities of CoreMedia, enhancing efficiency and customizing workflows across systems.
  • Users appreciate the robust content management capabilities of CoreMedia, enabling seamless updates and consistent presence across platforms.
  • Users value the customizability of CoreMedia, allowing easy tailoring to specific needs and enhancing operational efficiency.
  • Users value the customization options in CoreMedia, enabling tailored content management to meet specific needs efficiently.
Cons
  • Users criticize the steep learning curve of CoreMedia, citing complex workflows and unintuitive interface as major challenges.
  • Users find the complexity of CoreMedia challenging, especially for learning and navigating its features effectively.
  • Users face complex features in CoreMedia, leading to cumbersome workflows and a demanding onboarding process.
  • Users find the steep learning curve of CoreMedia challenging, requiring significant onboarding and expertise to navigate effectively.
  • Users struggle with difficult usability in CoreMedia, facing intricate workflows and a non-intuitive interface that complicate tasks.

What Are Recent G2 Reviews of CoreMedia?

What Are G2 Users Discussing About CoreMedia?

Constructor

Constructor is the only search and product discovery platform tailor-made for enterprise ecommerce where conversions matter. Constructor's AI first solutions make it easier for shoppers to discover products they want to buy and for ecommerce teams to deliver personalized experiences in real-time that drive impressive results. Optimizing specifically for ecommerce metrics like revenue, conversion rate and profit, Constructor generates consistent $10M+ lifts for some of the biggest brands in ecommerce, such as Sephora, Petco, home24, Maxeda Brands, Birkenstock and Grove Collaborative.

Average Rating: 4.8/5.0

Total Reviews: 58

How Do G2 Users Rate Constructor?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.1/10)
  • Reporting and Analytics: 9.6/10 (Category avg: 8.5/10)
  • Multivariate testing capacities: 9.0/10 (Category avg: 8.6/10)
  • AI/Machine Learning: 9.2/10 (Category avg: 7.5/10)

Who Is the Company Behind Constructor?

  • Seller: Constructor.io
  • Company Website:
  • Year Founded: 2015
  • HQ Location: SAN FRANCISCO, CA
  • LinkedIn® Page: www.linkedin.com
    1,379 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Retail, Apparel & Fashion
  • Company Size: 43% Large, 40% Medium

What Do G2 Reviewers Say About Constructor?

AI-generated summary from verified user reviews

Pros
  • Users commend the intuitive ease of use of Constructor, facilitating a seamless and efficient implementation experience.
  • Users appreciate the responsive and supportive customer support from Constructor, enhancing collaboration and optimization efforts.
  • Users value Constructor's search efficiency, as it optimizes results and enhances the overall shopping experience.
  • Users value the AI-driven personalization of Constructor, enhancing their digital merchandising and customer experience significantly.
  • Users appreciate the intuitive UI of Constructor, which enhances usability and supports effective eCommerce integration.
Cons
  • Users feel that improvement is needed in Constructor's enablement program for smoother organizational transitions and deeper insights.
  • Users note a lack of essential features in Constructor, hindering customization and ease of use for specific needs.
  • Users experience a lack of guidance in navigating Constructor, hindering effective utilization and understanding of features.
  • Users find Constructor time-consuming to learn and adapt to, requiring significant upfront training for effective use.
  • Users face data management issues with slow syncs, inconsistent date selections, and complex object field handling.

What Are Recent G2 Reviews of Constructor?

Alanna Iwuh
A
Researched and written by Alanna Iwuh
Updated June 3, 2026