# Best A/B Testing Tools *By [Alanna Iwuh](https://research.g2.com/insights/author/alanna-iwuh)* A/B testing tools, also known as split-testing software, help businesses test different variations of their website or digital experiences to identify the best-performing version based on their business goals. Each variation can test a different idea or goal by modifying website elements such as headlines, images, layouts, landing pages, colors, text, calls to action, and displayed or hidden content. Organizations use A/B testing tools to improve website performance, increase conversion rates, and understand how website changes impact user engagement and conversion. Marketers use A/B testing tools with [personalization software](https://www.g2.com/categories/personalization) to personalize web experiences based on segmentation data, such as visitor demographics or traffic source. These platforms often integrate with [digital analytics software](https://www.g2.com/categories/digital-analytics) to track engagement, as well as [heatmap tools](https://www.g2.com/categories/heatmap-tools) and [session replay software](https://www.g2.com/categories/session-replay) to understand where users click and which website elements they interact with most. Development and product teams can also use A/B testing tools with [feature management software](https://www.g2.com/categories/feature-management) to selectively roll out website changes or features to specific user groups and track performance and other engagement metrics. To qualify for inclusion in the A/B Testing category, a product must: - Conduct split-traffic experiments on websites with defined, trackable goals to determine the best-performing variation - Deploy multiple versions of website content or webpage elements in real time - Perform split-URL experiments - Adjust and manage traffic volume to experiment with variations - Provide tools for both technical and non-technical users to perform website experiments ## Top A/B Testing Tools at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [VWO Testing](https://www.g2.com/products/wingify-vwo-testing/reviews) | 4.4/5.0 (915 reviews) | Visual website testing and conversion validation | "[Amazing No-Code Visual Editor That Makes Test Variations Fast](https://www.g2.com/survey_responses/vwo-testing-review-12795530)" | | 2 | [AB Tasty](https://www.g2.com/products/ab-tasty/reviews) | 4.4/5.0 (404 reviews) | No-code web experiments with targeting control | "[Standout Support and Fast Response Times, with Steady New Feature Development](https://www.g2.com/survey_responses/ab-tasty-review-12305095)" | | 3 | [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) | 4.5/5.0 (740 reviews) | Progressive feature release control | "[Operational agility at scale — deploys replaced by toggles](https://www.g2.com/survey_responses/launchdarkly-review-12870973)" | | 4 | [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) | 4.6/5.0 (760 reviews) | Personalized commerce testing and journey optimization | "[Two implementations, one clear conclusion: best CDP+automation combo for retention teams](https://www.g2.com/survey_responses/bloomreach-review-12720180)" | | 5 | [Webflow](https://www.g2.com/products/webflow/reviews) | 4.4/5.0 (979 reviews) | Designer-led website changes for testing readiness | "[Best webdesign building platform](https://www.g2.com/survey_responses/webflow-review-7038852)" | | 6 | [Omniconvert](https://www.g2.com/products/omniconvert/reviews) | 4.6/5.0 (177 reviews) | Fast onsite copy and variant tests | "[Powerful A/B Testing with Truly Hands-On Support That Feels Like a Partnership](https://www.g2.com/survey_responses/omniconvert-review-12303892)" | | 7 | [PostHog](https://www.g2.com/products/posthog/reviews) | 4.5/5.0 (1,044 reviews) | Product analytics with built-in experiments | "[PostHog Gives a Complete, Connected View of the Customer Journey](https://www.g2.com/survey_responses/posthog-review-12905573)" | | 8 | [MoEngage](https://www.g2.com/products/moengage/reviews) | 4.5/5.0 (509 reviews) | Lifecycle campaign testing and segmentation | "[MoEngage Turns Raw Event Data into Actionable, Visual Campaign Journeys](https://www.g2.com/survey_responses/moengage-review-12502802)" | | 9 | [Agentforce Marketing (formerly Salesforce Marketing Cloud)](https://www.g2.com/products/agentforce-marketing-formerly-salesforce-marketing-cloud/reviews) | 4.0/5.0 (4,378 reviews) | — | "[Powerful, Data-Driven Marketing Automation for Enterprise Teams](https://www.g2.com/survey_responses/agentforce-marketing-formerly-salesforce-marketing-cloud-review-12434861)" | | 10 | [Harness Platform](https://www.g2.com/products/harness-platform/reviews) | 4.6/5.0 (277 reviews) | — | "[Harness - World of automation](https://www.g2.com/survey_responses/harness-platform-review-11792426)" | --- ## What Are the Most Common Questions About A/B Testing Tools? *AI-generated · Last updated: May 26, 2026* ### What top A/B Testing tools for SaaS companies measuring feature impact on user retention and upsell? Based on G2 reviews, buyers evaluating A/B Testing Tools for SaaS use cases often focus on platforms that help teams validate feature changes, monitor behavior, and connect experiments to product decisions. According to verified users, Statsig stands out for feature flags, controlled rollouts, and impact measurement, while reviewers say PostHog is valuable for combining analytics, session replay, experiments, and feature flags in one workflow. G2 reviewers mention VWO Testing for straightforward test setup, visual editing, and conversion-focused experimentation, especially when teams want to reduce guesswork and iterate faster. Across these products, users consistently highlight faster learning cycles, data-backed release decisions, and less reliance on intuition when testing product changes. **Here are some of the top-rated products on G2:** - [Statsig](https://www.g2.com/products/statsig/reviews/statsig-review-11460134) – used for feature flags, product experiments, and impact measurement with fast analysis workflows - [PostHog](https://www.g2.com/products/posthog/reviews/posthog-review-12624413) – suited for teams wanting analytics, session recordings, feature flags, and experiments in one platform - [VWO Testing](https://www.g2.com/products/wingify-vwo-testing/reviews/vwo-testing-review-11531965) – helpful for running landing page, cart, and feature experiments with strong support and reporting ### Which A/B Testing platforms let non-technical PMs set up and launch variants in under an hour? Based on G2 reviews, [VWO Testing](https://www.g2.com/products/wingify-vwo-testing/reviews/vwo-testing-review-11537425) is the strongest fit for non-technical PMs who want to launch variants quickly. According to verified users, its visual editor, intuitive interface, and low developer dependence make it easier to create and analyze tests without heavy engineering support. G2 reviewers mention that teams can set up A/B, multivariate, and split tests with limited developer involvement, and several users specifically call out straightforward onboarding and responsive support. Reviews also note that simple UI changes, landing page tests, and hypothesis validation can be done quickly, while more advanced scenarios may still require some learning. For buyer research, that makes it a practical option for PM-led experimentation. ### What A/B Testing solutions with audit trails and rollback capabilities for safely reverting problematic experiments? Based on G2 reviews, buyers looking for safer experiment control often prioritize platforms with fast rollback, feature control, and visibility into flag changes. According to verified users, LaunchDarkly is repeatedly praised for letting teams decouple deployment from release, roll back problematic features instantly, and manage targeted releases without redeploying. G2 reviewers mention that audit logging, flag tracking, and kill-switch capabilities help reduce deployment risk and simplify recovery when experiments or releases misbehave. While many reviews frame LaunchDarkly as feature management first, users also describe using it for A/B testing and controlled experimentation. For teams worried about bad variants affecting production, reviewers consistently point to fast reversibility and granular release control as key strengths. ### What A/B Testing tools supporting multivariate tests, segmentation, and audience targeting without complex configuration? Based on G2 reviews, several A/B Testing Tools are praised for balancing targeting depth with practical usability. According to verified users, VWO Testing supports multivariate testing, segmentation, split URL tests, and audience targeting with a visual editor that reduces developer reliance. G2 reviewers also describe AB Tasty as an all-in-one platform for experimentation, personalization, and segmentation, especially useful for marketing teams and non-technical users. Statsig is mentioned for scalable experimentation and feature targeting, though some users note a steeper learning curve for advanced workflows. Across reviews, buyers most often value intuitive setup, flexible audience rules, and the ability to personalize experiments without overly complex configuration or heavy engineering effort. ### What best A/B Testing tools for product teams running experiments without needing data science or analytics expertise? Based on G2 reviews, product teams without deep analytics expertise tend to prefer platforms that simplify setup, reporting, and interpretation. According to verified users, VWO Testing is frequently described as intuitive, with a visual editor and clear reporting that help teams test ideas without heavy technical support. G2 reviewers also mention Statsig for making experimentation easier to run at scale, though some note that statistical concepts can still require orientation. PostHog is valued for combining analytics, session replay, and experiments in one place, helping teams avoid juggling multiple tools. Reviewers consistently say the strongest options reduce guesswork, make metrics easier to understand, and let non-specialists launch and learn from experiments faster. **Here are some of the top-rated products on G2:** - [VWO Testing](https://www.g2.com/products/wingify-vwo-testing/reviews/vwo-testing-review-11577789) – good for teams that want no-code test creation and clear reports without heavy analytics expertise - [Statsig](https://www.g2.com/products/statsig/reviews/statsig-review-12030406) – useful for product teams that need simple dashboards and safer experiment rollouts - [PostHog](https://www.g2.com/products/posthog/reviews/posthog-review-11752532) – fits teams that want experiments, analytics, and session replay in one accessible workflow ### Which A/B Testing platforms prevent bugs that could ship bad variants or break existing user flows? Based on G2 reviews, [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews/launchdarkly-review-12864876) is the clearest match for teams focused on preventing bad variants from reaching users. According to verified users, it supports gradual rollouts, targeting rules, and instant rollbacks, which helps teams test safely in production and quickly disable problematic changes without redeploying code. G2 reviewers mention kill switches, segment-based releases, and controlled feature exposure as major benefits for reducing deployment risk. Reviews also describe stronger release confidence, fewer all-or-nothing launches, and better collaboration between engineering and product teams. For buyers prioritizing safety and rollback over traditional visual experimentation, LaunchDarkly is consistently positioned as a reliable control layer for safer experimentation workflows. ### What most trusted A/B Testing platforms by growth teams based on user reviews? Based on G2 reviews, trust is usually tied to ease of use, dependable support, reliable data, and low-friction experimentation. According to verified users, VWO Testing is widely trusted for intuitive setup, responsive support, and helping teams make data-backed website decisions. Statsig is frequently praised for rigorous experimentation, reliable metrics, and strong support for feature rollouts and product testing. AB Tasty earns trust from teams that want an all-in-one platform for personalization, segmentation, and experimentation, with several reviews emphasizing helpful support and usability. G2 reviewers also describe LaunchDarkly as dependable for controlled releases and safer experimentation. Across these platforms, users most consistently trust tools that combine clear workflows, stable performance, and responsive vendor support. **Here are some of the top-rated products on G2:** - [VWO Testing](https://www.g2.com/products/wingify-vwo-testing/reviews/vwo-testing-review-8844002) – trusted for intuitive experimentation, onboarding support, and validating UX improvements before launch - [Statsig](https://www.g2.com/products/statsig/reviews/statsig-review-11957257) – trusted for automated analysis, experimentation rigor, and responsive support for product teams - [AB Tasty](https://www.g2.com/products/ab-tasty/reviews/ab-tasty-review-11856369) – trusted for easy setup, straightforward reporting, and strong support during experimentation programs ### What A/B Testing platforms with clear statistical reporting and automatic stopping rules to avoid false positives? Based on G2 reviews, buyers looking for stronger statistical confidence often gravitate toward platforms that surface experiment health clearly and reduce manual interpretation. According to verified users, Statsig is repeatedly praised for clear results visualization, statistical depth, diagnostics, and support for sequential testing that helps teams make decisions without waiting for rigid sample windows. G2 reviewers mention that its dashboards help stakeholders understand experiment outcomes faster, and several users value its rigor around experiment analysis and confidence signals. VWO Testing is also noted for clear reports and easy-to-understand results, though reviews more often emphasize usability than advanced statistical controls. Overall, Statsig is the product reviewers most strongly associate with transparent experiment analysis and disciplined decision-making. ### What highest rated A/B Testing tool for product managers needing reliable, fast experiment validation before shipping? Based on G2 reviews, [Statsig](https://www.g2.com/products/statsig/reviews/statsig-review-12022356) is a strong fit for product managers who need reliable and fast experiment validation before shipping changes. According to verified users, it supports rapid experiment setup, feature rollouts, and impact measurement with reliable metrics and clear dashboards. G2 reviewers mention that Statsig helps teams ship features safely, validate changes with data, and move from launch to decision faster. Reviews also highlight real-time diagnostics, strong support for feature gates, and workflows that reduce operational complexity compared with internal tooling. For product managers balancing release speed with decision confidence, users consistently describe Statsig as a practical platform for fast validation and safer rollouts. ### Which A/B Testing solutions integrate seamlessly with Google Analytics, Mixpanel, and product analytics platforms? Based on G2 reviews, the most commonly mentioned integrations in this category involve analytics and product measurement tools. According to verified users, VWO Testing integrates with GA4, GA, GTM, Mixpanel, and CMS tools, making it useful for teams that want experimentation tied closely to existing analytics workflows. G2 reviewers also mention AB Tasty integrations with marketing and analytics tools, including Mixpanel and Heap Analytics, while users of VWO specifically call out smooth analytics integrations for reporting and segmentation. Statsig is often described as fitting well into existing pipelines and data workflows, though reviews more often emphasize experimentation and analytics together than specific third-party app mentions. Overall, VWO appears most consistently connected to Google Analytics and product analytics integrations in recent reviews. ## How Many A/B Testing Tools Products Does G2 Track? **Total Products under this Category:** 122 ### Category Stats (Jun 2026) - **Average Rating**: 4.49/5 (↑0.03 vs May 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Analytics Toolkit (+0.82%) - Among all products in this category, Analytics Toolkit recorded the largest rating increase compared to last month *Last updated: June 10, 2026* ## How Does G2 Rank A/B Testing Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 18,200+ Authentic Reviews - 122+ 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 A/B Testing Tools Is Best for Your Use Case? - **Leader:** [VWO Testing](https://www.g2.com/products/wingify-vwo-testing/reviews) - **Highest Performer:** [EngageBay](https://www.g2.com/products/engagebay/reviews) - **Easiest to Use:** [EngageBay](https://www.g2.com/products/engagebay/reviews) - **Top Trending:** [PostHog](https://www.g2.com/products/posthog/reviews) - **Best Free Software:** [VWO Testing](https://www.g2.com/products/wingify-vwo-testing/reviews) --- **Sponsored** ### GetResponse GetResponse is a lifecycle automation platform for businesses that want to drive more consistent, repeatable revenue across the entire customer journey. 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[VWO Testing](https://www.g2.com/products/wingify-vwo-testing/reviews) Running an experimentation program is tricky. Whether your goal is to boost website conversion or improve user experience, there’s just so much you need to do to get things right. That’s why thousands of the world's leading enterprise brands like WMG, eBay, Ubisoft, Qualicorp, and others look to VWO for running and scaling their digital experimentation. VWO is the world’s leading web testing and conversion optimization platform that enables growing businesses to optimize their web experience across desktop, mobile, and other devices, to deliver a unique experience. Gathering user insights, prioritizing hypotheses, planning a roadmap, conducting tests, analyzing results - VWO lets you cover the whole 9 yards. VWO is thoughtfully designed for ease of experimentation. You can launch a test within minutes without any help from IT. With certifications including BS and ISO, VWO is fully GDPR compliant and provides robust security by design and default. With industry-leading 24/7 support and a 98% customer satisfaction rate, servicing a billion requests a day while ensuring 100% uptime – VWO is built for Enterprises! VWO’s global customer base includes brands like Vodafone, Samsung, Toyota, and eBay and has helped more than 4,500 brands across the globe to run over 600,000 experiments to date. **Average Rating:** 4.4/5.0 **Total Reviews:** 915 **How Do G2 Users Rate VWO Testing?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 8.2/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 8.4/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 6.7/10 (Category avg: 7.4/10) **Who Is the Company Behind VWO Testing?** - **Seller:** [Wingify](https://www.g2.com/sellers/wingify) - **Year Founded:** 2010 - **HQ Location:** New Delhi - **Twitter:** @wingify (7,336 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1775796/ (471 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Product Manager, Digital Marketing Manager - **Top Industries:** Computer Software, Marketing and Advertising - **Company Size:** 56% Mid-Market, 26% Small-Business #### What Are VWO Testing's Pros and Cons? **Pros:** - Ease of Use (180 reviews) - Customer Support (146 reviews) - A/B Testing (138 reviews) - Easy Setup (111 reviews) - Analytics (92 reviews) **Cons:** - Limited Features (50 reviews) - Missing Features (47 reviews) - Limitations (45 reviews) - Learning Curve (34 reviews) - Slow Performance (34 reviews) ### What Do G2 Reviewers Say About VWO Testing? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of VWO Testing, allowing quick starts and effective management of tests. - Users appreciate the **responsive customer support** of VWO Testing, ensuring quick assistance whenever needed. - Users value the **intuitive visual editor** of VWO Testing, streamlining A/B test setup without needing code experience. - Users love the **easy setup** of VWO Testing, ensuring a seamless experience for fast and effective A/B testing. - Users value the **intuitive interface** of VWO Testing, which simplifies A/B testing for both technical and non-technical teams. **Cons:** - Users find the **limited features** of VWO Testing restrict their ability to analyze and share insights effectively. - Users find the **missing features** in VWO Testing, such as comprehensive traffic analytics, a significant limitation for user insights. - Users find **limitations in reporting and data integration** with VWO Testing, affecting usability and insights sharing. - Users find the **learning curve challenging** , as VWO Testing's setup and interface can overwhelm new users. - Users often experience **slow performance** with VWO Testing, particularly when managing complex experiments or large datasets. #### What Are Recent G2 Reviews of VWO Testing? **"[Amazing No-Code Visual Editor That Makes Test Variations Fast](https://www.g2.com/survey_responses/vwo-testing-review-12795530)"** **Rating:** 5.0/5.0 stars *— Miroslav P.* [Read full review](https://www.g2.com/survey_responses/vwo-testing-review-12795530) --- **"[Powerful A/B Testing Platform for Conversion Optimization](https://www.g2.com/survey_responses/vwo-testing-review-12904486)"** **Rating:** 5.0/5.0 stars *— Megha A.* [Read full review](https://www.g2.com/survey_responses/vwo-testing-review-12904486) --- #### What Are G2 Users Discussing About VWO Testing? - [What is VWO Testing used for?](https://www.g2.com/discussions/vwo-testing-what-is-vwo-testing-used-for) - [What is VWO Testing used for?](https://www.g2.com/discussions/what-is-vwo-testing-used-for) - [How do you perform an AB test?](https://www.g2.com/discussions/how-do-you-perform-an-ab-test) - [How much does Vwo cost?](https://www.g2.com/discussions/how-much-does-vwo-cost) - [How do you use a VWO?](https://www.g2.com/discussions/how-do-you-use-a-vwo) - 1 comment ### 2. [AB Tasty](https://www.g2.com/products/ab-tasty/reviews) At AB Tasty, we’re your partner for pushing great ideas even further through optimization. We achieve this by empowering brands to build better experiences using personalization, experimentation, recommendations, search and the market’s only emotions-based segmentation solution. Our all-in-one platform offers web and API solutions for a unified approach to creating seamless experiences. We are a trusted partner in optimization and innovation to over 1,100 brands including Kering, McDonald’s, Ulta Beauty, L’Oreal, Disneyland Paris, LVMH, and many others. Our global team of experts is what sets us apart with an unmatched customer-first mindset embedded into company culture. To learn more, visit www.abtasty.com **Average Rating:** 4.4/5.0 **Total Reviews:** 404 **How Do G2 Users Rate AB Tasty?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 7.8/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 8.2/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 6.4/10 (Category avg: 7.4/10) **Who Is the Company Behind AB Tasty?** - **Seller:** [AB Tasty](https://www.g2.com/sellers/ab-tasty) - **Company Website:** https://www.abtasty.com - **Year Founded:** 2009 - **HQ Location:** PARIS, France - **Twitter:** @ABTasty (11,859 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1885711/ (345 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Chef de projet digital, Product Manager - **Top Industries:** Retail, Cosmetics - **Company Size:** 51% Mid-Market, 32% Enterprise #### What Are AB Tasty's Pros and Cons? **Pros:** - Ease of Use (72 reviews) - Customer Support (57 reviews) - A/B Testing (48 reviews) - Helpful (46 reviews) - Easy Setup (40 reviews) **Cons:** - Limitations (22 reviews) - Testing Difficulties (21 reviews) - Difficult Learning (20 reviews) - Learning Curve (16 reviews) - Missing Features (16 reviews) ### What Do G2 Reviewers Say About AB Tasty? *AI-generated summary from verified user reviews* **Pros:** - Users find AB Tasty to be a **very easy-to-use platform** for impactful analytics and running live experiments. - Users value the **responsive customer support** from AB Tasty, enhancing testing experiences and addressing pain points effectively. - Users value the **flexibility and superb support** of AB Tasty, facilitating easy A/B test setup and management. - Users appreciate the **helpful customer support** and intuitive tools, enabling efficient testing and optimization of user experience. - Users admire the **easy setup** of AB Tasty, allowing quick experimentation and personalization without extensive technical skills. **Cons:** - Users note a **lack of native Salesforce connections** , complicating analytics tracking and integration efforts with AB Tasty. - Users face **testing difficulties** due to unreliable responsiveness and challenges in the visual editor during QA processes. - Users find the **difficult learning** curve for AB Tasty's advanced features can complicate their initial experience. - Users find the **learning curve steep** , requiring time to navigate AB Tasty's numerous features effectively. - Users are frustrated by the **missing features** , particularly the lack of seamless Salesforce integration and Chrome extension. #### What Are Recent G2 Reviews of AB Tasty? **"[Standout Support and Fast Response Times, with Steady New Feature Development](https://www.g2.com/survey_responses/ab-tasty-review-12305095)"** **Rating:** 4.0/5.0 stars *— Matthew H.* [Read full review](https://www.g2.com/survey_responses/ab-tasty-review-12305095) --- **"[AB Tasty’s All-in-One Platform for Testing, Personalization, and Experimentation](https://www.g2.com/survey_responses/ab-tasty-review-12668027)"** **Rating:** 5.0/5.0 stars *— Aliya s.* [Read full review](https://www.g2.com/survey_responses/ab-tasty-review-12668027) --- #### What Are G2 Users Discussing About AB Tasty? - [What is AB Tasty used for?](https://www.g2.com/discussions/what-is-ab-tasty-used-for) - [What is Flagship used for?](https://www.g2.com/discussions/what-is-flagship-used-for) ### 3. [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) Founded in 2014 and headquartered in Oakland, California, LaunchDarkly serves over thousands of enterprises, including a quarter of the Fortune 500. LaunchDarkly is the runtime control platform for the AI era, trusted by software teams to control AI-generated code and AI agents in production at any scale. The LaunchDarkly platform delivers runtime control through two solutions: CodeControl and AgentControl. CodeControl helps teams ship AI-generated code confidently. With CodeControl, teams can observe production behavior, make changes in real time, and limit exposure based on actual impact. Through a combination of industry-leading feature flags, progressive rollouts, real-time observability, experimentation, and automatic recovery, LaunchDarkly gives organizations the ability to move at AI speed without giving up control. AgentControl helps teams keep AI agents in check in production, blocking bad behavior and steering responses in real time. Teams can configure prompts and models before launch, monitor and observe live performance and behavior, and automatically take action—without redeploying. When agents make curious decisions, or when small prompt or model changes cause big issues, AgentControl detects and corrects them as they happen. With runtime control across code and agents, LaunchDarkly helps enable teams to ship AI-built software with confidence, govern agent behavior in production, optimize AI performance and cost, build self-healing systems, and experiment continuously. The result is faster release velocity, lower production risk, and the ability to continuously adapt software and AI systems without slowing down to stay safer. **Average Rating:** 4.5/5.0 **Total Reviews:** 740 **How Do G2 Users Rate LaunchDarkly?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 7.3/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 8.3/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 6.1/10 (Category avg: 7.4/10) **Who Is the Company Behind LaunchDarkly?** - **Seller:** [LaunchDarkly](https://www.g2.com/sellers/launchdarkly) - **Company Website:** https://launchdarkly.com/ - **Year Founded:** 2014 - **HQ Location:** Oakland, CA - **Twitter:** @LaunchDarkly (5,558 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3749939/ (640 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 47% Mid-Market, 37% Enterprise #### What Are LaunchDarkly's Pros and Cons? **Pros:** - Ease of Use (211 reviews) - Feature Flags (174 reviews) - Features (116 reviews) - Easy Setup (93 reviews) - Simple (74 reviews) **Cons:** - Feature Flags Issues (62 reviews) - Feature Flags Management (47 reviews) - Missing Features (45 reviews) - Limited Features (40 reviews) - Complex Features (35 reviews) ### What Do G2 Reviewers Say About LaunchDarkly? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate LaunchDarkly's **ease of use** , especially benefiting from its intuitive documentation and straightforward setup. - Users appreciate the **ease of use** of LaunchDarkly, empowering both technical and non-technical teams to manage features efficiently. - Users appreciate the **flexibility and user-friendliness** of LaunchDarkly, making feature flag management accessible and intuitive. - Users appreciate the **easy setup** of LaunchDarkly, finding initial integration smooth and hassle-free for their development needs. - Users value the **great documentation and ease of use** with LaunchDarkly, making implementation and management straightforward. **Cons:** - Users find **feature flags issues** challenging, especially with unclear A/B functionality and manual processes for handling percentages. - Users find **manual processes cumbersome** , wishing for more streamlined flag management and smoother transitions between environments. - Users find the **missing features** in LaunchDarkly, particularly around crypto-signature support, to be a significant limitation. - Users are frustrated by the **limited features** in LaunchDarkly, affecting automation and integration capabilities. - Users find **complex features** cumbersome, particularly with environment configurations and unvalidated custom inputs. #### What Are Recent G2 Reviews of LaunchDarkly? **"[Operational agility at scale — deploys replaced by toggles](https://www.g2.com/survey_responses/launchdarkly-review-12870973)"** **Rating:** 4.5/5.0 stars *— Parth M.* [Read full review](https://www.g2.com/survey_responses/launchdarkly-review-12870973) --- **"[Clear Customer Journey Visibility with Powerful Filters and a Polished UI](https://www.g2.com/survey_responses/launchdarkly-review-12931617)"** **Rating:** 4.5/5.0 stars *— James L.* [Read full review](https://www.g2.com/survey_responses/launchdarkly-review-12931617) --- #### What Are G2 Users Discussing About LaunchDarkly? - [What is LaunchDarkly used for?](https://www.g2.com/discussions/what-is-launchdarkly-used-for) - 1 comment - [What is Clientstream LaunchDarkly?](https://www.g2.com/discussions/what-is-clientstream-launchdarkly) - [What is feature management?](https://www.g2.com/discussions/launchdarkly-what-is-feature-management) - [How do I use LaunchDarkly?](https://www.g2.com/discussions/how-do-i-use-launchdarkly) - 1 comment - [What is LaunchDarkly?](https://www.g2.com/discussions/what-is-launchdarkly) ### 4. [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) Bloomreach is the agentic platform for personalization. Powering autonomous search, conversational shopping, and autonomous marketing, Bloomreach personalizes the entire customer experience. From retail to financial services, hospitality to gaming, businesses create experiences that drive higher growth and lasting loyalty. Bloomreach drives personalization for 1,400+ brands around the world, including American Eagle, Sonepar, and Pandora. The target audience for Bloomreach encompasses commerce businesses of all sizes that are looking to optimize customer interactions and drive sales growth. Its suite of products is particularly beneficial for marketers, content creators, and ecommerce managers who aim to improve customer engagement and conversion rates. Bloomreach is well-suited for brands operating across multiple channels, as it provides a cohesive strategy to connect with customers effectively. Use cases include personalized marketing campaigns, enhanced product discovery, streamlined content management, and AI-driven customer service, making it a versatile tool for various business needs. Key features of Bloomreach include its Engagement platform, which offers robust marketing automation capabilities that enable businesses to deliver personalized messages and offers based on customer behavior. The Discovery solution enhances the search experience on ecommerce sites, ensuring that customers can easily find products that match their interests. Additionally, the Content product functions as a headless content management system (CMS), allowing for flexible content delivery across various platforms. The Clarity tool, an AI-powered conversational shopping assistant, further enriches the customer experience by facilitating real-time interactions and support. The integration of Loomi, Bloomreach's AI for ecommerce, significantly amplifies the platform's capabilities by enabling rapid data processing and analysis. This results in new pathways for customers to engage with products, ultimately leading to increased profitability and accelerated business growth. Bloomreach is designed to simplify complex tasks, offering advanced customer journeys, social ad retargeting, omnichannel support, and AI-powered optimization. This comprehensive feature set provides a holistic view of the customer, optimizing experiences across all channels. The platform is also cost-effective and faster to deploy compared to competitors, reducing reliance on third-party solutions and lowering the total cost of ownership. With high ratings in customer reviews, Bloomreach is recognized for the quality of its user guides, support, and overall reliability, making it a valuable asset for businesses seeking to enhance their ecommerce strategies. **Average Rating:** 4.6/5.0 **Total Reviews:** 760 **How Do G2 Users Rate Bloomreach?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 8.3/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 8.3/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 7.0/10 (Category avg: 7.4/10) **Who Is the Company Behind Bloomreach?** - **Seller:** [Bloomreach](https://www.g2.com/sellers/bloomreach) - **Company Website:** https://www.bloomreach.com - **Year Founded:** 2009 - **HQ Location:** Mountain View, CA - **Twitter:** @bloomreach_tm (10,400 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/bloomreach/ (1,140 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CRM Manager, Marketing Manager - **Top Industries:** Retail, Marketing and Advertising - **Company Size:** 49% Mid-Market, 28% Small-Business #### What Are Bloomreach's Pros and Cons? **Pros:** - Ease of Use (211 reviews) - Features (182 reviews) - Helpful (148 reviews) - Customer Support (147 reviews) - Intuitive (116 reviews) **Cons:** - Learning Curve (145 reviews) - Limited Features (103 reviews) - Missing Features (95 reviews) - Learning Difficulty (87 reviews) - Difficult Learning (75 reviews) ### What Do G2 Reviewers Say About Bloomreach? *AI-generated summary from verified user reviews* **Pros:** - Users find Bloomreach's **ease of use** exceptional, allowing for quick data processing and intuitive marketing orchestration. - Users appreciate the **powerful capabilities** of Bloomreach, praising its efficiency and ease of use for daily tasks. - Users value the **ease of segmentation and targeting** with Bloomreach, enhancing their marketing effectiveness and customer engagement. - Users commend the **outstanding customer support** from Bloomreach, noting responsiveness and a seamless experience for all inquiries. - Users commend the **intuitive interface** of Bloomreach, enhancing ease of use for marketing and personalization tasks. **Cons:** - Users find Bloomreach's interface **not very user friendly** , facing challenges with complexities and slow performance when loading reports. - Users find **limited features** in Bloomreach, particularly with searchable fields and email design options, hindering campaign complexity. - Users face **missing features** in Bloomreach, including limited searchable fields and challenges with language support. - Users find the **learning difficulty** of Bloomreach challenging, requiring time and support for effective use and navigation. - Users find the **difficult learning** curve challenging, requiring time and onboarding to navigate Bloomreach's complex features effectively. #### What Are Recent G2 Reviews of Bloomreach? **"[Two implementations, one clear conclusion: best CDP+automation combo for retention teams](https://www.g2.com/survey_responses/bloomreach-review-12720180)"** **Rating:** 4.5/5.0 stars *— Miguel A.* [Read full review](https://www.g2.com/survey_responses/bloomreach-review-12720180) --- **"[A Powerful Tool With a Big Learning Curve](https://www.g2.com/survey_responses/bloomreach-review-12980606)"** **Rating:** 4.5/5.0 stars *— Trine H.* [Read full review](https://www.g2.com/survey_responses/bloomreach-review-12980606) --- #### What Are G2 Users Discussing About Bloomreach? - [What is Bloomreach used for?](https://www.g2.com/discussions/what-is-bloomreach-used-for) - 2 comments ### 5. [Webflow](https://www.g2.com/products/webflow/reviews) Webflow is the agentic web marketing platform for high-performing teams. Marketers, designers, and developers collaborate in Webflow to build distinctive web experiences that grow their brand, rank in AI search, and drive real revenue, all without the complexity of a Frankenstack or the cost of constant replatforming. Built-in AI accelerates creation, optimization, and automation, while audit trails and permissions ensure teams stay in control. Over 300,000 companies and 2,000+ Certified Partners trust Webflow to power enterprise-grade web experiences worldwide. **Average Rating:** 4.4/5.0 **Total Reviews:** 979 **How Do G2 Users Rate Webflow?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 7.5/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 8.6/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 6.9/10 (Category avg: 7.4/10) **Who Is the Company Behind Webflow?** - **Seller:** [Webflow](https://www.g2.com/sellers/webflow) - **Company Website:** https://webflow.com - **Year Founded:** 2012 - **HQ Location:** San Francisco, California - **Twitter:** @webflowapp (1 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3502352/ (1,729 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Founder, Web Developer - **Top Industries:** Design, Marketing and Advertising - **Company Size:** 69% Small-Business, 22% Mid-Market #### What Are Webflow's Pros and Cons? **Pros:** - Ease of Use (246 reviews) - Design Flexibility (158 reviews) - Features (158 reviews) - Intuitive (149 reviews) - Flexibility (140 reviews) **Cons:** - Learning Curve (102 reviews) - Limited Features (94 reviews) - Missing Features (82 reviews) - Steep Learning Curve (75 reviews) - Expensive (68 reviews) ### What Do G2 Reviewers Say About Webflow? *AI-generated summary from verified user reviews* **Pros:** - Users find Webflow to be incredibly **easy to use** , streamlining the website development process with real-time visual editing. - Users love the **design flexibility** of Webflow, enabling quick, customizable website creation with advanced options for developers. - Users appreciate the **lightning-fast publishing** and intuitive CMS of Webflow, enhancing collaboration and creative freedom. - Users love the **intuitive interface** of Webflow, making website development easy and efficient without coding knowledge. - Users appreciate the **flexibility** of Webflow, enabling quick builds and advanced customization for diverse needs. **Cons:** - Users find the **learning curve** of Webflow steep, with an overwhelming interface for new adopters and complex CMS setups. - Users feel that Webflow has **limited features** , especially regarding CMS and e-commerce, impacting flexibility and efficiency. - Users note the **missing features** in Webflow, which hinder efficient editing and project management on larger scales. - Users find the **steep learning curve** of Webflow daunting, often feeling overwhelmed by the complex interface and features. - Users find the **expensive pricing** of Webflow to be unjustified compared to coding a website from scratch. #### What Are Recent G2 Reviews of Webflow? **"[Best webdesign building platform](https://www.g2.com/survey_responses/webflow-review-7038852)"** **Rating:** 4.5/5.0 stars *— Richard D.* [Read full review](https://www.g2.com/survey_responses/webflow-review-7038852) --- **"[Webflow Makes Modern, Polished Websites Easy to Build Visually](https://www.g2.com/survey_responses/webflow-review-12861892)"** **Rating:** 5.0/5.0 stars *— Muzammil M.* [Read full review](https://www.g2.com/survey_responses/webflow-review-12861892) --- #### What Are G2 Users Discussing About Webflow? - [What is Webflow used for?](https://www.g2.com/discussions/what-is-webflow-used-for) - 1 comment - [What is Intellimize used for?](https://www.g2.com/discussions/what-is-intellimize-used-for) - 1 comment - [Is Webflow good for developers?](https://www.g2.com/discussions/is-webflow-good-for-developers) - 2 comments - [What framework does Webflow use?](https://www.g2.com/discussions/what-framework-does-webflow-use) - 2 comments - [What is Webflow good for?](https://www.g2.com/discussions/what-is-webflow-good-for) - 2 comments ### 6. [Omniconvert](https://www.g2.com/products/omniconvert/reviews) Omniconvert Explore is an advanced experimentation tool designed to assist agencies, development and product teams, as well as marketers who may have limited IT support. This software solution empowers users to launch experiments that can enhance decision-making and optimize user experiences across various digital platforms. By providing a comprehensive suite of features, Omniconvert Explore caters to a diverse audience looking to leverage data-driven insights for improved performance. The software enables users to design and run A/B tests, personalize on-site experiences, collect customer feedback, and segment audiences, all from one interface. Omniconvert Explore is used by e-commerce managers, CRO specialists, and digital marketers to identify friction points in the buying journey, test improvement ideas, and implement validated changes without relying heavily on developers. Typical use cases include: - improving add-to-cart rates - reducing checkout abandonment - increasing average order value through personalization and experimentation. Omniconvert Explore integrates with major e-commerce platforms such as Shopify, Magento, WooCommerce, and custom online stores. Key capabilities: -Visual A/B and split testing tools for website elements and user flows - Audience segmentation based on behavior, traffic source, and attributes - On-site personalization with dynamic content and recommendations - Integrated survey and feedback widgets to capture customer insights - Real-time performance tracking and experiment analytics - Integrations with analytics, CRM, and marketing platforms By combining testing, personalization, and customer research in a single tool, Omniconvert Explore helps teams make objective, measurable improvements to the user experience. It is designed to support data-driven decision making and continuous experimentation across e-commerce touchpoints. Why Users Choose Omniconvert E-commerce and CRO professionals choose Omniconvert Explore because it unifies A/B testing, on-site personalization, and customer feedback tools into a single workspace. This helps teams move faster from insight to action and validate ideas through experimentation. Users report that Omniconvert Explore’s visual editor, audience segmentation, and reporting dashboards make it easy to design experiments and track performance without extensive technical setup. The platform’s integrations with major e-commerce systems and analytics tools allow for consistent measurement across marketing and user experience initiatives. **Average Rating:** 4.6/5.0 **Total Reviews:** 177 **How Do G2 Users Rate Omniconvert?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 8.6/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 9.0/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 6.7/10 (Category avg: 7.4/10) **Who Is the Company Behind Omniconvert?** - **Seller:** [Omniconvert](https://www.g2.com/sellers/omniconvert) - **Company Website:** https://www.omniconvert.com/ - **Year Founded:** 2013 - **HQ Location:** Bucharest, Romania - **Twitter:** @Omniconvert (5,296 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10952307/ (42 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Retail, Marketing and Advertising - **Company Size:** 54% Small-Business, 34% Mid-Market #### What Are Omniconvert's Pros and Cons? **Pros:** - Customer Support (32 reviews) - Helpful (30 reviews) - Ease of Use (25 reviews) - Intuitive (16 reviews) - A/B Testing (14 reviews) **Cons:** - Learning Curve (10 reviews) - Poor Customer Support (6 reviews) - Confusion (4 reviews) - Developer Dependency (4 reviews) - Missing Features (4 reviews) ### What Do G2 Reviewers Say About Omniconvert? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **exceptional customer support** from Omniconvert, making complex integrations and A/B testing much easier. - Users value the **exceptional customer support** of Omniconvert, appreciating their responsiveness and helpfulness during complex tasks. - Users find Omniconvert's **ease of use** remarkable, enabling effortless A/B testing and intuitive navigation for a seamless experience. - Users highlight the **intuitive interface** of Omniconvert, facilitating A/B testing and personalization without developer assistance. - Users commend the **ease of A/B testing** with Omniconvert, benefiting from intuitive features and outstanding customer support. **Cons:** - Users note a necessary **learning curve** that may hinder initial use, especially for those new to A/B testing. - Users experience **poor customer support** due to inadequate help center information and challenges with complex A/B tests. - Users find the **interface confusing** , with frequent changes that hinder effective use and understanding. - Users experience a **high developer dependency** for complex changes, which can hinder the ease of use of Omniconvert. - Users feel the platform lacks **necessary benchmarks and metrics** for effective experimentation, impacting overall usability. #### What Are Recent G2 Reviews of Omniconvert? **"[Powerful A/B Testing with Truly Hands-On Support That Feels Like a Partnership](https://www.g2.com/survey_responses/omniconvert-review-12303892)"** **Rating:** 4.5/5.0 stars *— Arend-Jan H.* [Read full review](https://www.g2.com/survey_responses/omniconvert-review-12303892) --- **"[CRO Platform with Fast A/B Testing and Personalization](https://www.g2.com/survey_responses/omniconvert-review-12923579)"** **Rating:** 5.0/5.0 stars *— Michal K.* [Read full review](https://www.g2.com/survey_responses/omniconvert-review-12923579) --- #### What Are G2 Users Discussing About Omniconvert? - [What is Omniconvert used for?](https://www.g2.com/discussions/what-is-omniconvert-used-for) - 1 comment ### 7. [PostHog](https://www.g2.com/products/posthog/reviews) PostHog is the open-source, all-in-one platform that helps engineers build better products. We enable software teams to capture events, perform analytics, record user sessions, conduct experiments and deploy new features, all in one platform. - DESIGN BETTER: Robust product analytics. Multivariate A/B experiments. User segmentation and 50+ integrations. PostHog has everything you need to build better products. - BUILD BETTER: Roll out new features safely with feature flags, debug issues with session recordings and plan new features with correlation analysis -- all in PostHog. - DEVELOP BETTER: Expect an SDK, API, event pipelines, an SQL-like syntax for deep analysis, and an open-source app platform. - SCALE BETTER: US or EU hosting available, powered by ClickHouse. Everything is SOC2 certified, GDPR-ready, and HIPAA-compliant. PostHog is scalable to teams of any size and priced based on usage. It's entirely open source, so you can inspect every line of code, make suggestions or even build directly on top of the product to add new features and integrations. **Average Rating:** 4.5/5.0 **Total Reviews:** 1,044 **How Do G2 Users Rate PostHog?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 8.6/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 8.2/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 7.0/10 (Category avg: 7.4/10) **Who Is the Company Behind PostHog?** - **Seller:** [PostHog](https://www.g2.com/sellers/posthog) - **Year Founded:** 2020 - **HQ Location:** San Francisco, US - **Twitter:** @posthog (21,577 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/posthog/ (201 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Founder - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 77% Small-Business, 16% Mid-Market #### What Are PostHog's Pros and Cons? **Pros:** - Ease of Use (226 reviews) - Easy Setup (188 reviews) - Analytics (176 reviews) - Insights (149 reviews) - Session Recordings (133 reviews) **Cons:** - Learning Curve (120 reviews) - Steep Learning Curve (95 reviews) - Complexity (70 reviews) - Confusion (69 reviews) - Missing Features (59 reviews) ### What Do G2 Reviewers Say About PostHog? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of PostHog, finding the setup process quick and intuitive for analytics. - Users love the **easy setup** of PostHog, enabling quick integration and a user-friendly experience. - Users appreciate the **robust analytics features** of PostHog, enabling insightful analysis for startup traffic and performance. - Users appreciate the **ease of use and detailed user data** PostHog offers for effective data-driven decision-making. - Users appreciate the **session replay feature** in PostHog for enhancing debugging and providing deep behavioral insights. **Cons:** - Users struggle with a **steep learning curve** , finding it challenging to utilize PostHog's features and lacking tutorials for guidance. - Users face a **steep learning curve** with PostHog, finding it challenging to grasp its full capabilities and features. - Users find the **complexity of setup and lack of clear documentation** challenging, especially for non-technical individuals. - Users find the **confusing UI and documentation** , leading to challenges in setting up integrations and features. - Users note the **missing features** in PostHog, particularly regarding video support and mobile functionality. #### What Are Recent G2 Reviews of PostHog? **"[PostHog Gives a Complete, Connected View of the Customer Journey](https://www.g2.com/survey_responses/posthog-review-12905573)"** **Rating:** 5.0/5.0 stars *— Amirhossein A.* [Read full review](https://www.g2.com/survey_responses/posthog-review-12905573) --- **"[PostHog Delivers Clear User Visibility with Developer-Friendly Analytics](https://www.g2.com/survey_responses/posthog-review-12878682)"** **Rating:** 5.0/5.0 stars *— Natanael G.* [Read full review](https://www.g2.com/survey_responses/posthog-review-12878682) --- #### What Are G2 Users Discussing About PostHog? - [What is PostHog used for?](https://www.g2.com/discussions/what-is-posthog-used-for) - 1 comment - [How does PostHog work?](https://www.g2.com/discussions/how-does-posthog-work) - [What does PostHog do?](https://www.g2.com/discussions/what-does-posthog-do) ### 8. [MoEngage](https://www.g2.com/products/moengage/reviews) MoEngage is an insights-led customer engagement platform trusted by 1,350+ global consumer brands, including Edelweiss, Samsung, McAfee, Flipkart, Domino’s, Nestle, Deutsche Telekom, OYO, and more. Enterprises use MoEngage to be more agile, efficient, and independent. They achieve this by increasing campaign velocity, reducing the time to go live, optimizing at scale, and eliminating redundancy while maintaining data security and privacy. \> Data Ingestion and Management: MoEngage combines data from multiple offline and online sources to help brands gain a 360-degree view of their customers. \> Customer, Journey, and Campaign Insights: MoEngage Analytics provides marketers and product owners with real-time insights into customer behavior, journey, product usage, preferences, and interests. \> Segmentation and Personalization: Brands can leverage MoEngage’s Real-time Segmentation and Personalization suite to orchestrate journeys and build 1:1 experiences across the website, mobile, email, social, and instant messaging channels. \> Transactional Messaging/Critical Alert Infrastructure: MoEngage Inform, the transactional messaging infrastructure, helps brands unify their promotional and transactional communication on a single platform, enabling better insights and lower maintenance costs. \> Proprietary AI Agents and Machine Learning: MoEngage’s AI Agents help marketers develop winning copies and creatives, build customer segments, craft relevant journeys, optimize campaigns and channels that boost engagement, and reduce campaign go-live times. MoEngage complies with GDPR, CCPA, SOC2 Type 2, CSA STAR Level 2, ISO 27001:2022, HIPAA, PIMS ISO 27701: 2019, and the BCMS ISO 22301: 2019 requirements to fulfill the data privacy and security needs of enterprise brands. For over a decade, leading consumer brands in 60+ countries have been using MoEngage to reach enterprise goals that are most important to their global business without compromising quality or speed of execution. Our ever-expanding partner ecosystem helps enterprise brands build a lean, flexible, and reliable martech stack. With offices in 13 countries, MoEngage is backed by Goldman Sachs Asset Management, B Capital, Steadview Capital, Multiples Private Equity, Eight Roads, F-Prime Capital, Matrix Partners, Ventureast, and Helion Ventures. **Average Rating:** 4.5/5.0 **Total Reviews:** 509 **How Do G2 Users Rate MoEngage?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.0/10) - **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: 7.4/10) **Who Is the Company Behind MoEngage?** - **Seller:** [MoEngage](https://www.g2.com/sellers/moengage) - **Company Website:** https://www.moengage.com/ - **Year Founded:** 2014 - **HQ Location:** San Francisco, California - **Twitter:** @moengage (2,530 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/4800048/ (899 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Product Manager, Digital Marketing Manager - **Top Industries:** Financial Services, Online Media - **Company Size:** 56% Mid-Market, 24% Small-Business #### What Are MoEngage's Pros and Cons? **Pros:** - Ease of Use (54 reviews) - Features (38 reviews) - Analytics (32 reviews) - Helpful (32 reviews) - Campaign Management (30 reviews) **Cons:** - Missing Features (16 reviews) - Learning Curve (14 reviews) - Limitations (12 reviews) - Complexity (10 reviews) - Difficult Learning (9 reviews) ### What Do G2 Reviewers Say About MoEngage? *AI-generated summary from verified user reviews* **Pros:** - Users love the **user-friendly interface** of MoEngage, making campaign management and data handling effortless and efficient. - Users value the **user-friendly interface** of MoEngage, enabling easy funnel creation and real-time segment updates for insights. - Users appreciate the **real-time analytics** in MoEngage, providing instant insights for effective decision-making and campaign management. - Users find MoEngage **extremely helpful** for segment flows and data management, enhancing campaign effectiveness significantly. - Users find MoEngage's **campaign management** invaluable for effective segmentation and maximizing lead generation for their organizations. **Cons:** - Users find **missing session-related attributes** and inconsistent notifications frustrating, complicating their overall experience with MoEngage. - Users find the **steep learning curve** challenging, requiring time and tech help to master MoEngage's features. - Users find MoEngage has **limitations in live features and AI capabilities** , which hampers effective campaign optimization. - Users find **complexity in segment management** and pricing, making the product challenging to navigate effectively. - Users find the **difficult learning** curve challenging, particularly when navigating features and setting up campaigns. #### What Are Recent G2 Reviews of MoEngage? **"[MoEngage Turns Raw Event Data into Actionable, Visual Campaign Journeys](https://www.g2.com/survey_responses/moengage-review-12502802)"** **Rating:** 4.5/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/moengage-review-12502802) --- **"[Effortless Funnel Building and Real-Time Segmentation](https://www.g2.com/survey_responses/moengage-review-12111630)"** **Rating:** 4.5/5.0 stars *— Ravindra N.* [Read full review](https://www.g2.com/survey_responses/moengage-review-12111630) --- #### What Are G2 Users Discussing About MoEngage? - [What is MoEngage used for?](https://www.g2.com/discussions/moengage-what-is-moengage-used-for) - 1 comment, 1 upvote - [What is MoEngage used for?](https://www.g2.com/discussions/what-is-moengage-used-for) - 2 comments ### 9. [Agentforce Marketing (formerly Salesforce Marketing Cloud)](https://www.g2.com/products/agentforce-marketing-formerly-salesforce-marketing-cloud/reviews) Agentforce Marketing is Salesforce’s marketing solution for the Agentic Enterprise. AI agents help marketers plan, create, optimize, and orchestrate adaptive customer experiences across every channel and interaction. Built on the world’s #1 CDP, Agentforce Marketing connects data, AI, automation, and engagement into one deeply unified platform for B2B and B2C marketing. Agentforce Marketing is part of Marketing Cloud. It’s the next evolution of marketing orchestration where humans and AI agents work together to grow customer relationships and revenue. **Average Rating:** 4.0/5.0 **Total Reviews:** 4,378 **How Do G2 Users Rate Agentforce Marketing (formerly Salesforce Marketing Cloud)?** - **Has the product been a good partner in doing business?:** 8.0/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 8.1/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 8.3/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 8.6/10 (Category avg: 7.4/10) **Who Is the Company Behind Agentforce Marketing (formerly Salesforce Marketing Cloud)?** - **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce) - **Company Website:** https://www.salesforce.com/ - **Year Founded:** 1999 - **HQ Location:** San Francisco, CA - **Twitter:** @salesforce (579,511 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (83,223 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Marketing Manager, Marketing Coordinator - **Top Industries:** Computer Software, Marketing and Advertising - **Company Size:** 47% Mid-Market, 28% Small-Business #### What Are Agentforce Marketing (formerly Salesforce Marketing Cloud)'s Pros and Cons? **Pros:** - Ease of Use (333 reviews) - Automation (191 reviews) - Integrations (180 reviews) - Email Marketing (167 reviews) - Features (162 reviews) **Cons:** - Learning Curve (209 reviews) - Steep Learning Curve (152 reviews) - Complexity (139 reviews) - Expensive (130 reviews) - Complex Usage (111 reviews) ### What Do G2 Reviewers Say About Agentforce Marketing (formerly Salesforce Marketing Cloud)? *AI-generated summary from verified user reviews* **Pros:** - Users find the **ease of use** in Agentforce Marketing exceptional, enhancing customer engagement and lead generation. - Users value the **advanced automation features** of Agentforce Marketing, enabling seamless customer journey mapping and engagement. - Users appreciate the **seamless integrations** of Agentforce Marketing, enhancing workflows and enabling highly personalized customer experiences. - Users value the **platform's automation capabilities** and flexibility, enhancing engagement and streamlining email marketing efforts. - Users appreciate the **automation capabilities** of Agentforce Marketing, citing effective audience segmentation and seamless campaign execution. **Cons:** - Users find the **learning curve steep** due to complex initial setup, non-intuitive navigation, and challenging scripting requirements. - Users face a **steep learning curve** with Agentforce Marketing, requiring significant time and effort to master its features. - Users express concerns about the **complexity** of Engagement, highlighting the need for extensive knowledge and training. - Users find the product **expensive** , which can be a barrier for some, alongside a steep learning curve. - Users find the **complex usage** of Salesforce Marketing Cloud challenging, particularly in setup and navigation. #### What Are Recent G2 Reviews of Agentforce Marketing (formerly Salesforce Marketing Cloud)? **"[Powerful, Data-Driven Marketing Automation for Enterprise Teams](https://www.g2.com/survey_responses/agentforce-marketing-formerly-salesforce-marketing-cloud-review-12434861)"** **Rating:** 5.0/5.0 stars *— Sadi H.* [Read full review](https://www.g2.com/survey_responses/agentforce-marketing-formerly-salesforce-marketing-cloud-review-12434861) --- **"[Centralized, Automated Customer Engagement with Powerful Targeting](https://www.g2.com/survey_responses/agentforce-marketing-formerly-salesforce-marketing-cloud-review-12960617)"** **Rating:** 4.0/5.0 stars *— Verified User in Oil & Energy* [Read full review](https://www.g2.com/survey_responses/agentforce-marketing-formerly-salesforce-marketing-cloud-review-12960617) --- #### What Are G2 Users Discussing About Agentforce Marketing (formerly Salesforce Marketing Cloud)? - [I'm stuck on setting up automated email campaigns in Salesforce Marketing Cloud Engagement. Any tips?](https://www.g2.com/discussions/i-m-stuck-on-setting-up-automated-email-campaigns-in-salesforce-marketing-cloud-engagement-any-tips) - 3 comments - [How is Salesforce Marketing Cloud Account Engagement helping businesses tailor their marketing efforts to individual customer needs?](https://www.g2.com/discussions/how-is-salesforce-marketing-cloud-account-engagement-helping-businesses-tailor-their-marketing-efforts-to-individual-customer-needs) - 2 comments - [Is Salesforce an ESP?](https://www.g2.com/discussions/is-salesforce-an-esp) - 3 comments - [Do you need salesforce to use pardot?](https://www.g2.com/discussions/do-you-need-salesforce-to-use-pardot) - 2 comments - [What is Salesforce ad studio?](https://www.g2.com/discussions/what-is-salesforce-ad-studio) - 2 comments ### 10. [Harness Platform](https://www.g2.com/products/harness-platform/reviews) Simplify your developer experience with the world's first AI-augmented software delivery platform. Upgrade your software delivery with Harness' innovative CI/CD, Feature Flags, Infrastructure as Code Management, and Chaos Engineering tools. We are a software delivery platform that helps developers and infrastructure engineers build and ship code for cloud and on-premise projects. We automate the continuous integration and continuous delivery (CI/CD) process to help teams build faster, ship more frequently, and improve quality, efficiency, and governance. We help companies in four key areas: Number one, we accelerate innovation through DevOps modernization. We provide an approach for software delivery that automates processes, reduces manual interventions, consolidates tools, and accelerates time-to-market for new products, features, and fixes. Number two, we improve developer experience. We give you the ability to attract, retain, and onboard high-caliber engineering talent while fostering a culture of continuous innovation and improvement. Number three, we secure software delivery. We give you the ability to integrate security into every phase of the SDLC. And last but not least is, we optimize cloud costs. We give you the ability to eliminate waste and to ensure that appropriate cloud resources are allocated at the right place at the right time. **Average Rating:** 4.6/5.0 **Total Reviews:** 277 **How Do G2 Users Rate Harness Platform?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 8.0/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 8.8/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 6.4/10 (Category avg: 7.4/10) **Who Is the Company Behind Harness Platform?** - **Seller:** [Harness](https://www.g2.com/sellers/harness-25016f40-e80f-4417-bea8-39412055d17a) - **Company Website:** https://harness.io/ - **Year Founded:** 2018 - **HQ Location:** San Francisco - **Twitter:** @HarnessWealth (1,389 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/harnessinc/ (1,701 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Computer Software, Financial Services - **Company Size:** 41% Enterprise, 39% Mid-Market #### What Are Harness Platform's Pros and Cons? **Pros:** - Ease of Use (113 reviews) - Features (72 reviews) - Feature Flags (49 reviews) - Easy Setup (40 reviews) - Easy Integrations (31 reviews) **Cons:** - Missing Features (23 reviews) - Limitations (20 reviews) - Limited Features (20 reviews) - Learning Curve (17 reviews) - Poor UI (16 reviews) ### What Do G2 Reviewers Say About Harness Platform? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Harness Platform, facilitating seamless integration and efficient project implementation. - Users appreciate the **easy integration and robust features** of Harness Platform for effective targeting and feature management. - Users value the **ease of feature management** with Harness Platform's Feature Flags for efficient delivery across environments. - Users appreciate the **easy setup** of the Harness Platform, enabling quick implementation of feature flags and A/B testing. - Users value the **easy integrations** of Harness Platform, enhancing productivity and streamlining their DevOps workflows. **Cons:** - Users experience **missing features** like inadequate API access and weak AB testing support, impacting their workflow. - Users find **limitations in managing feature flags** , particularly regarding deactivation and renaming, hindering their workflow. - Users are frustrated by the **limited features** of Harness Platform, hindering their ability to effectively manage configurations. - Users face a **learning curve** when adapting to the many features of the Harness Platform, which can be time-consuming. - Users find the **poor UI** of Harness Platform hinders their ability to efficiently manage feature flags and settings. #### What Are Recent G2 Reviews of Harness Platform? **"[Best tool for cost optimization and Repository](https://www.g2.com/survey_responses/harness-platform-review-11543262)"** **Rating:** 5.0/5.0 stars *— Satendra V.* [Read full review](https://www.g2.com/survey_responses/harness-platform-review-11543262) --- **"[Harness - World of automation](https://www.g2.com/survey_responses/harness-platform-review-11792426)"** **Rating:** 4.5/5.0 stars *— Sunil A.* [Read full review](https://www.g2.com/survey_responses/harness-platform-review-11792426) --- #### What Are G2 Users Discussing About Harness Platform? - [What is Harness Continuous Delivery used for?](https://www.g2.com/discussions/what-is-harness-continuous-delivery-used-for) - 1 comment - [What is Propelo used for?](https://www.g2.com/discussions/what-is-propelo-used-for) - [What is Harness Cloud Cost Management used for?](https://www.g2.com/discussions/what-is-harness-cloud-cost-management-used-for) - [What is the difference between harness and Jenkins?](https://www.g2.com/discussions/what-is-the-difference-between-harness-and-jenkins) - 1 comment - [What is streaming Split IO?](https://www.g2.com/discussions/what-is-streaming-split-io) - 1 comment ### 11. [EngageBay](https://www.g2.com/products/engagebay/reviews) EngageBay is an all-in-one customer engagement platform designed for small and mid-sized businesses that want to manage marketing, sales, and support from a unified system. Positioned as a cost-conscious alternative to platforms like HubSpot and ActiveCampaign, it focuses on delivering essential CRM and automation capabilities without the overhead typically associated with enterprise software. The platform combines contact and deal management, marketing automation, email marketing, landing pages, forms, live chat, and help desk functionality within a single interface. By consolidating these functions, EngageBay provides teams with a centralized view of customer interactions across the lifecycle and reduces the need for multiple disconnected tools. EngageBay also incorporates AI-assisted features to streamline common tasks and improve productivity. These capabilities include AI-powered email and content generation, subject line suggestions, and workflow assistance that help teams create campaigns and communications more efficiently. The AI tools are designed to support everyday execution rather than replace core strategy, making them accessible to smaller teams that may not have dedicated automation specialists. On the marketing side, users can build email campaigns, design automation workflows, capture leads through forms and landing pages, and run A/B tests. The CRM module supports pipeline tracking, contact management, task automation, and appointment scheduling to help sales teams manage opportunities in a structured way. For post-purchase engagement, the service suite includes ticketing, knowledge base tools, and live chat to manage customer support conversations from one place. A key design principle of EngageBay is accessibility for growing businesses. The platform offers a free tier with core functionality and scales through bundled paid plans rather than numerous add-ons, helping teams adopt automation without significant upfront investment. EngageBay integrates with a range of third-party tools and provides reporting dashboards to monitor campaign performance, deal progress, and support activity. While it is not positioned as a deep enterprise platform, it is built to meet the day-to-day operational needs of SMB revenue teams looking for an integrated, AI-assisted, and budget-aware solution. The platform is built with a focus on simplicity and performance, integrating advanced marketing automation, sales CRM, and customer support software into one cohesive system. EngageBay leverages cutting-edge AI intelligence to enhance productivity and decision-making across various teams. This integration allows businesses to streamline their operations and improve customer interactions, making it an ideal choice for organizations that require a robust yet user-friendly solution. EngageBay's AI capabilities are particularly noteworthy, providing users with tools that help create content quickly, predict outcomes intelligently, and deliver personalized experiences at scale. The AI Email & Content Generator allows users to craft engaging emails and campaigns in seconds, while the AI Lead & Deal Scoring feature helps identify and prioritize leads most likely to convert. Additionally, AI Insights & Recommendations offer actionable suggestions to enhance engagement and productivity, making it easier for businesses to navigate their customer journeys effectively. The platform also boasts a suite of key features that add significant value to its users. EngageBay's marketing automation capabilities include email marketing workflows, landing page and form builders, and social media integration, which collectively enhance outreach efforts. The sales CRM component provides tools for contact and deal management, visual sales pipelines, and team collaboration, ensuring that sales processes are efficient and transparent. Furthermore, the customer support features, such as a helpdesk and ticketing system, live chat, and a unified customer view, facilitate seamless communication and service delivery. EngageBay is particularly well-suited for small to mid-sized businesses, startups, and growing teams that seek an affordable yet powerful alternative to fragmented tools. It is designed for organizations aiming to automate customer interactions, align marketing and sales efforts, and improve support efficiency through the use of AI. This comprehensive approach not only enhances operational efficiency but also positions businesses to compete effectively in their respective markets. What is this product? EngageBay is an all-in-one CRM software platform built for small and mid-sized businesses to manage marketing automation, sales pipelines, and customer support in a single system. It combines email marketing, marketing automation, landing pages, contact management, deal tracking, helpdesk, and live chat—eliminating the need for multiple disconnected tools. Designed as an affordable alternative to HubSpot and ActiveCampaign, EngageBay helps growing businesses attract leads, convert deals, and support customers without enterprise-level costs or complexity. It centralizes customer data, automates workflows, and improves visibility across the entire customer lifecycle. **Average Rating:** 4.6/5.0 **Total Reviews:** 663 **How Do G2 Users Rate EngageBay?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 8.9/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 8.0/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 7.8/10 (Category avg: 7.4/10) **Who Is the Company Behind EngageBay?** - **Seller:** [EngageBay Inc](https://www.g2.com/sellers/engagebay-inc) - **Company Website:** https://www.engagebay.com/ - **Year Founded:** 2018 - **HQ Location:** Wilmington, Delaware - **Twitter:** @engagebay (16,866 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/13655085/ (54 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Marketing Manager, Founder - **Top Industries:** Information Technology and Services, Staffing and Recruiting - **Company Size:** 70% Small-Business, 32% Mid-Market #### What Are EngageBay's Pros and Cons? **Pros:** - Ease of Use (244 reviews) - Automation (170 reviews) - Customer Support (167 reviews) - Features (167 reviews) - Automations (141 reviews) **Cons:** - Missing Features (108 reviews) - Limited Features (85 reviews) - Reporting Issues (74 reviews) - Limited Customization (69 reviews) - Poor Reporting (64 reviews) ### What Do G2 Reviewers Say About EngageBay? *AI-generated summary from verified user reviews* **Pros:** - Users find EngageBay's **ease of use** invaluable for streamlining workflows and improving efficiency across tasks. - Users value the **efficient automation** in EngageBay that simplifies workflows and enhances overall productivity. - Users commend EngageBay's **excellent customer support** , highlighting responsive assistance that enhances their overall experience with the platform. - Users value the **seamless integration** of CRM, email, and automation in EngageBay, streamlining their workflow efficiently. - Users appreciate the **time-saving automation** of EngageBay, enhancing organization and streamlining workflows across various tasks. **Cons:** - Users find the **missing features** frustrating, noting a need for templates, threading, and advanced data analysis. - Users are frustrated with the **limited features** of EngageBay, particularly the lack of email threading and mobile app functionality. - Users find **reporting issues** in EngageBay, noting limitations and a need for more detailed reports for specific industries. - Users find the **limited customization** options for features like landing pages and workflows frustrating and restrictive. - Users find EngageBay's **reporting features inadequate** for in-depth analysis and advanced customization needs. #### What Are Recent G2 Reviews of EngageBay? **"[EngageBay Streamlines Contact Management and Email Campaigns with Time-Saving Automation](https://www.g2.com/survey_responses/engagebay-review-12970259)"** **Rating:** 4.5/5.0 stars *— Emma T.* [Read full review](https://www.g2.com/survey_responses/engagebay-review-12970259) --- **"[EngageBay Makes Follow-Ups Effortless with a Clear Contact View and Smart Automation](https://www.g2.com/survey_responses/engagebay-review-12993838)"** **Rating:** 4.5/5.0 stars *— Cosmin S.* [Read full review](https://www.g2.com/survey_responses/engagebay-review-12993838) --- #### What Are G2 Users Discussing About EngageBay? - [What is EngageBay All-in-One Suite used for?](https://www.g2.com/discussions/what-is-engagebay-all-in-one-suite-used-for) ### 12. [Kameleoon](https://www.g2.com/products/kameleoon/reviews) 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:** 4.6/5.0 **Total Reviews:** 132 **How Do G2 Users Rate Kameleoon?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.0/10) - **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: 7.4/10) **Who Is the Company Behind Kameleoon?** - **Seller:** [Kameleoon](https://www.g2.com/sellers/kameleoon) - **Company Website:** https://www.kameleoon.com/en - **Year Founded:** 2012 - **HQ Location:** Paris - **Twitter:** @kameleoonrocks (3,140 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/kameleoon (237 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Automotive, Insurance - **Company Size:** 54% Mid-Market, 27% Enterprise #### What Are Kameleoon's Pros and Cons? **Pros:** - Customer Support (23 reviews) - Ease of Use (20 reviews) - A/B Testing (19 reviews) - Easy Setup (11 reviews) - Experimentation (9 reviews) **Cons:** - Developer Dependency (9 reviews) - Difficult Learning (9 reviews) - Learning Curve (9 reviews) - Difficulty of Use (7 reviews) - Complex Features (6 reviews) ### What Do G2 Reviewers Say About Kameleoon? *AI-generated summary from verified user reviews* **Pros:** - Users value the **excellent customer support** of Kameleoon, highlighting the team's preparedness and availability for assistance. - Users appreciate the **ease of use** of Kameleoon, praising its user-friendly design and helpful support team. - Users value the **ease of creating A/B tests** with Kameleoon, enhancing their CRO through intuitive features and support. - Users appreciate the **easy setup** of Kameleoon, complemented by a responsive and helpful support team. - Users value the **easy implementation of A/B tests** with Kameleoon, enhancing their marketing strategies effectively. **Cons:** - Users face a **developer dependency** that complicates A/B test launches, requiring dedicated resources and support. - Users find the **difficult learning curve** in Kameleoon's interface affects the ease of launching A/B tests. - Users find that Kameleoon has a steep **learning curve** , requiring extensive time and developer involvement for effective use. - Users find the **difficulty of use** with Kameleoon due to technical complexities and reliance on support for A/B testing. - Users find the **complex features** of Kameleoon challenging, often requiring extra support and technical expertise. #### What Are Recent G2 Reviews of Kameleoon? **"[Reliable and Flexible A/B Testing with Excellent Support](https://www.g2.com/survey_responses/kameleoon-review-12001696)"** **Rating:** 4.0/5.0 stars *— John G.* [Read full review](https://www.g2.com/survey_responses/kameleoon-review-12001696) --- **"[Superb testing tool, user-friendly and reliable. Long live PBX and long live Kameleoon!](https://www.g2.com/survey_responses/kameleoon-review-12021384)"** **Rating:** 5.0/5.0 stars *— Phane D.* [Read full review](https://www.g2.com/survey_responses/kameleoon-review-12021384) --- #### What Are G2 Users Discussing About Kameleoon? - [What is Kameleoon used for?](https://www.g2.com/discussions/what-is-kameleoon-used-for) ### 13. [Optimizely Web Experimentation](https://www.g2.com/products/optimizely-web-experimentation/reviews) Optimizely Web Experimentation enables marketers and product teams to run fast, scalable experiments and personalization campaigns—without heavy dependence on engineering resources. Easily test user interactions, refine digital experiences with data-backed decisions, and leverage edge delivery for lightning-fast experimentation. AI-powered agents to help you along the way as well. Optimizely provides a unified workspace where experimentation teams can seamlessly manage, collaborate, and gain full visibility into their testing programs. From designing experiments to analyzing results, teams can drive efficiency, enhance collaboration, and accelerate performance to create impactful digital experiences. **Average Rating:** 4.2/5.0 **Total Reviews:** 401 **How Do G2 Users Rate Optimizely Web Experimentation?** - **Has the product been a good partner in doing business?:** 7.9/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 8.2/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 8.4/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 6.4/10 (Category avg: 7.4/10) **Who Is the Company Behind Optimizely Web Experimentation?** - **Seller:** [Optimizely](https://www.g2.com/sellers/optimizely-a5a01825-75d4-4ab9-84c1-3a421d75af81) - **Company Website:** https://www.optimizely.com/ - **Year Founded:** 1994 - **HQ Location:** New York - **Twitter:** @Optimizely (28,791 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/optimizely/ (1,650 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Product Manager - **Top Industries:** Computer Software, Financial Services - **Company Size:** 47% Mid-Market, 30% Enterprise #### What Are Optimizely Web Experimentation's Pros and Cons? **Pros:** - Ease of Use (31 reviews) - Experimentation (29 reviews) - Easy Setup (24 reviews) - Features (24 reviews) - A/B Testing (23 reviews) **Cons:** - Learning Curve (16 reviews) - Difficult Learning (13 reviews) - Difficulty of Use (13 reviews) - Testing Difficulties (10 reviews) - Coding Difficulties (8 reviews) ### What Do G2 Reviewers Say About Optimizely Web Experimentation? *AI-generated summary from verified user reviews* **Pros:** - Users commend the **intuitive interface** of Optimizely Web Experimentation, making A/B testing and optimization effortless. - Users value the **user-friendly interface** of Optimizely Web Experimentation, enabling easy implementation of complex A/B tests. - Users value the **easy setup** of Optimizely Web Experimentation, which simplifies A/B testing and optimizing digital experiences. - Users value the **advanced capabilities** of Optimizely, allowing seamless management of complex experiments with ease. - Users love the **ease of running A/B tests** with Optimizely, enabling effective optimization without heavy developer involvement. **Cons:** - Users find the **learning curve steep** , especially without prior experience or resources, complicating the setup process. - Users find Optimizely Web Experimentation to have **difficult learning** curves, often requiring external support for effective setup. - Users find the **complexity of use** in Optimizely Web Experimentation challenging, especially without technical expertise. - Users find **testing difficulties** due to complex backlog management and challenges in interpreting metrics and results. - Users find **coding difficulties** with Optimizely Web Experimentation, as implementation requires extensive development and is not user-friendly. #### What Are Recent G2 Reviews of Optimizely Web Experimentation? **"[Effortless A/B Testing with Easy Setup](https://www.g2.com/survey_responses/optimizely-web-experimentation-review-12707211)"** **Rating:** 4.0/5.0 stars *— Emin U.* [Read full review](https://www.g2.com/survey_responses/optimizely-web-experimentation-review-12707211) --- **"[Simple, Fast Experimentation Backed by Real Data](https://www.g2.com/survey_responses/optimizely-web-experimentation-review-12607590)"** **Rating:** 4.5/5.0 stars *— Sai Anusha K.* [Read full review](https://www.g2.com/survey_responses/optimizely-web-experimentation-review-12607590) --- #### What Are G2 Users Discussing About Optimizely Web Experimentation? - [What is Optimizely Web Experimentation used for?](https://www.g2.com/discussions/what-is-optimizely-web-experimentation-used-for) - [What is feature flags in DevOps?](https://www.g2.com/discussions/what-is-feature-flags-in-devops) - [What is a feature test?](https://www.g2.com/discussions/what-is-a-feature-test) - [What is feature management?](https://www.g2.com/discussions/what-is-feature-management) - [What is optimizely used for?](https://www.g2.com/discussions/optimizely-web-experimentation-what-is-optimizely-used-for) ### 14. [Webtrends Optimize](https://www.g2.com/products/webtrends-optimize/reviews) 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:** 220 **How Do G2 Users Rate Webtrends Optimize?** - **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.0/10) - **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: 7.4/10) **Who Is the Company Behind Webtrends Optimize?** - **Seller:** [Webtrends Optimize](https://www.g2.com/sellers/webtrends-optimize) - **Company Website:** https://www.webtrends-optimize.com - **Year Founded:** 2000 - **HQ Location:** Egham, GB - **Twitter:** @WTOptimize (189 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/11830293/ (37 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Marketing Manager - **Top Industries:** Leisure, Travel & Tourism, Marketing and Advertising - **Company Size:** 41% Mid-Market, 40% Small-Business #### What Are Webtrends Optimize's Pros and Cons? **Pros:** - Customer Support (36 reviews) - Ease of Use (25 reviews) - Helpful (18 reviews) - Easy Setup (16 reviews) - Integrations (14 reviews) **Cons:** - Learning Curve (10 reviews) - Difficult Learning (6 reviews) - Learning Difficulty (5 reviews) - Steep Learning Curve (5 reviews) - Dashboard Issues (4 reviews) ### What Do G2 Reviewers Say About Webtrends Optimize? *AI-generated summary from verified user reviews* **Pros:** - Users commend the **exceptional customer support** from Webtrends Optimize, enhancing their experience and growth significantly. - Users find Webtrends Optimize's **ease of use** exceptional, enabling smooth implementation and efficient customer support. - Users value the **exceptional support** provided by Webtrends Optimize, appreciating their quick communication and assistance throughout the process. - Users commend the **easy setup** of Webtrends Optimize, highlighting quick implementation and excellent support throughout the process. - Users value the **seamless integrations** with Webtrends Optimize, enhancing their overall experience and customization capabilities. **Cons:** - Users find the **learning curve challenging** initially, especially those without a technical background, requiring additional guidance. - Users find the **difficult learning curve** of Webtrends Optimize frustrating, requiring technical support for effective use. - Users find the **learning curve challenging** with Webtrends Optimize, requiring time to navigate its complexities effectively. - Users note a **steep learning curve** for Webtrends Optimize, especially for those with less technical experience. - Users find the **dashboard overwhelming** for smaller teams and seek better data export and audit trail functionalities. #### What Are Recent G2 Reviews of Webtrends Optimize? **"[Webtrends Optimize: Fast, Intuitive Testing with Best-in-Class Value and Support](https://www.g2.com/survey_responses/webtrends-optimize-review-12963767)"** **Rating:** 5.0/5.0 stars *— Jake L.* [Read full review](https://www.g2.com/survey_responses/webtrends-optimize-review-12963767) --- **"[Easy to Use, Reliable, and Delivers Results](https://www.g2.com/survey_responses/webtrends-optimize-review-12964229)"** **Rating:** 5.0/5.0 stars *— Guy R.* [Read full review](https://www.g2.com/survey_responses/webtrends-optimize-review-12964229) --- #### What Are G2 Users Discussing About Webtrends Optimize? - [What is Webtrends Optimize used for?](https://www.g2.com/discussions/what-is-webtrends-optimize-used-for) ### 15. [Fibr AI](https://www.g2.com/products/fibr-ai/reviews) Fibr AI is an agentic website optimization platform that transforms websites into adaptive, revenue-driving experiences. As marketing has become increasingly dynamic and intent-driven, the website - the layer where traffic converts to revenue has failed to keep pace. Fibr closes that gap by turning every URL into an intelligent agent that learns, personalizes, and self-optimizes in real time for both human visitors and AI-driven traffic. Built for enterprise scale, Fibr connects marketing intent to on-site performance through deep integration with leading analytics, advertising, and CRM platforms, including GA4, GTM, Salesforce, Adobe, Google Ads, and Meta. The platform is SOC 2 and ISO 27001 certified, GDPR, CCPA and HIPAA compliant. Fibr AI is already trusted by Fortune 50 banks and global enterprises across banking, financial services, telecom, and healthcare. **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: 9.0/10) - **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: 7.4/10) **Who Is the Company Behind Fibr AI?** - **Seller:** [Fibr AI](https://www.g2.com/sellers/fibr-ai) - **Company Website:** https://www.fibr.ai - **Year Founded:** 2022 - **HQ Location:** San Francisco, US - **Twitter:** @fibr_ai (811 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/fibrai (47 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Marketing and Advertising - **Company Size:** 40% Enterprise, 37% Mid-Market #### What Are Fibr AI's Pros and Cons? **Pros:** - Ease of Use (66 reviews) - Personalization (62 reviews) - Landing Pages (50 reviews) - Automation (37 reviews) - Efficiency (34 reviews) **Cons:** - Learning Curve (19 reviews) - Need for Improvement (9 reviews) - Difficult Setup (8 reviews) - Missing Features (8 reviews) - Limited Customization (7 reviews) ### 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, simplifying dynamic landing page customization and integration seamlessly. - Users love the **easy personalization** of landing pages with Fibr, significantly streamlining campaigns and boosting efficiency. - Users find Fibr AI's **personalized landing pages** enhance content quality and improve click rates significantly. - Users are thrilled with the **automation capabilities** of Fibr AI, allowing effortless creation of personalized landing pages. - Users value the **efficiency** of Fibr AI, transforming hours of report generation and testing into quick, actionable insights. **Cons:** - Users face a **challenging learning curve** with Fibr AI, often relying on support to navigate the setup and features. - Users find a **need for improvement** in Fibr AI's preview features and the Facebook visual matching function. - Users find the **difficult setup** of Fibr AI requires significant coordination and assistance during onboarding. - Users express a need for improved **preview and automation features** in Fibr AI to enhance personalization quality. - Users express a desire for **more customization options** in Fibr AI, particularly for deeper reporting capabilities. #### What Are Recent G2 Reviews of Fibr AI? **"[Signups kept increasing after using Fibr](https://www.g2.com/survey_responses/fibr-ai-review-11487149)"** **Rating:** 4.5/5.0 stars *— Tanu M.* [Read full review](https://www.g2.com/survey_responses/fibr-ai-review-11487149) --- **"[We took a bet on Fibr and it was worth it](https://www.g2.com/survey_responses/fibr-ai-review-11498008)"** **Rating:** 4.5/5.0 stars *— Sagnik C.* [Read full review](https://www.g2.com/survey_responses/fibr-ai-review-11498008) --- ### 16. [Voyado](https://www.g2.com/products/voyado/reviews) Voyado is a type of software-as-a-service (SaaS) solution designed to help retail brands enhance customer engagement and foster loyalty through hyper-relevant shopping experiences. By leveraging advanced artificial intelligence, Voyado provides a comprehensive customer experience cloud that empowers brands to understand and anticipate customer needs, ultimately driving business growth. This innovative product suite is particularly beneficial for e-commerce businesses looking to optimize their online presence and improve customer satisfaction. Targeting retail brands across various sectors, Voyado caters to businesses that seek to elevate their customer interactions and streamline their marketing efforts. The products are designed for marketers, e-commerce managers, and business owners who want to harness data-driven insights to create personalized shopping experiences. With its robust product discovery engine, Voyado enables brands to predict and respond to visitors' intentions, ensuring that customers find the products that best meet their needs quickly and efficiently. Key products of Voyado include its powerful product discovery engine, which utilizes deep product knowledge to enhance the online shopping experience. This engine not only helps customers navigate through vast product catalogs but also tailors recommendations based on individual preferences and behaviors. Additionally, a CRM platform that offers invaluable insights and tools for executing automated campaigns, allowing brands to engage customers across various touchpoints seamlessly. This product helps businesses maintain consistent communication with their audience, ultimately fostering stronger customer relationships. The benefits of using Voyado extend beyond just improved customer experiences. By automating marketing efforts and providing actionable insights, brands can save time and resources while maximizing their marketing ROI. The products' ability to deliver personalized content and recommendations enhances customer loyalty, encouraging repeat purchases and long-term engagement. Furthermore, Voyado's rapid growth and expanding customer base across Europe and beyond demonstrate its effectiveness in meeting the evolving needs of retail brands in a competitive landscape. In summary, Voyado stands out in the SaaS market by offering a unique combination of AI-driven product discovery and multichannel marketing capabilities tailored specifically for retail brands. Its focus on creating hyper-relevant shopping experiences positions it as a valuable partner for businesses looking to thrive in the age of AI. **Average Rating:** 4.5/5.0 **Total Reviews:** 78 **How Do G2 Users Rate Voyado?** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.0/10) - **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: 7.4/10) **Who Is the Company Behind Voyado?** - **Seller:** [Voyado](https://www.g2.com/sellers/voyado) - **Company Website:** https://www.voyado.com - **Year Founded:** 2005 - **HQ Location:** Stockholm, SE - **LinkedIn® Page:** https://www.linkedin.com/company/825768/ (388 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Retail, Apparel & Fashion - **Company Size:** 47% Mid-Market, 29% Small-Business #### What Are Voyado's Pros and Cons? **Pros:** - Ease of Use (34 reviews) - Customer Support (21 reviews) - Helpful (16 reviews) - Intuitive (16 reviews) - User-Friendly (16 reviews) **Cons:** - Limited Features (13 reviews) - Missing Features (10 reviews) - Learning Curve (7 reviews) - Lack of Customization (6 reviews) - Limited Customization (6 reviews) ### What Do G2 Reviewers Say About Voyado? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **intuitive ease of use** of Voyado, significantly simplifying their daily tasks and operations. - Users praise the **exceptional customer support** of Voyado, highlighting their helpfulness and quick responses to queries. - Users value the **helpful support** from Voyado's team, enhancing their experience and maximizing the platform's benefits. - Users value the **intuitive interface** of Voyado, which simplifies complex tasks and enhances overall user experience. - Users praise Voyado for its **user-friendly interface** , facilitating efficient navigation and management of customer relationships. **Cons:** - Users find the **limited features** of Voyado restrict useful integrations and flexibility across its product suite. - Users note the **missing features** in Voyado, particularly regarding API flexibility and customization options. - Users find the **learning curve steep** as initial setup and module development require developer assistance. - Users find the **lack of customization** in Voyado limits flexibility and integration with other features. - Users find the **limited customization** options in Voyado hinder their ability to tailor features to their needs. #### What Are Recent G2 Reviews of Voyado? **"[Efficient Automation and GDPR Compliance for HR](https://www.g2.com/survey_responses/voyado-review-12955776)"** **Rating:** 4.0/5.0 stars *— Verified User in Human Resources* [Read full review](https://www.g2.com/survey_responses/voyado-review-12955776) --- **"[Streamlined GDPR Compliance with Powerful Segmentation](https://www.g2.com/survey_responses/voyado-review-12975624)"** **Rating:** 4.0/5.0 stars *— Giuliana S.* [Read full review](https://www.g2.com/survey_responses/voyado-review-12975624) --- #### What Are G2 Users Discussing About Voyado? - [What is Voyado used for?](https://www.g2.com/discussions/what-is-voyado-used-for) ### 17. [FlexiFunnels](https://www.g2.com/products/flexifunnels/reviews) 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:** 231 **How Do G2 Users Rate FlexiFunnels?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.0/10) - **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: 7.4/10) **Who Is the Company Behind FlexiFunnels?** - **Seller:** [FlexiFunnels](https://www.g2.com/sellers/flexifunnels-a102974b-f413-4797-afbe-e49ebf9a4c38) - **Year Founded:** 2020 - **HQ Location:** Dehradun, IN - **LinkedIn® Page:** https://www.linkedin.com/company/flexifunnels/ (101 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Founder, Freelancer - **Top Industries:** Marketing and Advertising, Professional Training & Coaching - **Company Size:** 79% Small-Business, 0% Enterprise #### What Are FlexiFunnels's Pros and Cons? **Pros:** - Ease of Use (132 reviews) - Customer Support (98 reviews) - Easy Creation (63 reviews) - Easy Setup (57 reviews) - Features (37 reviews) **Cons:** - Learning Curve (20 reviews) - Missing Features (11 reviews) - Poor Customer Support (10 reviews) - Limitations (8 reviews) - Limited Integrations (8 reviews) ### What Do G2 Reviewers Say About FlexiFunnels? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of FlexiFunnels, benefiting from its user-friendly interface and simple setup. - Users appreciate the **responsive customer support** of FlexiFunnels, enhancing their experience with quick resolutions and assistance. - Users admire the **easy creation** of sales pages with FlexiFunnels, enhancing productivity and simplifying their workflow. - Users find the **easy setup** of FlexiFunnels highly beneficial, facilitating seamless creation of sales pages and funnels. - Users value the **intuitive interface and powerful features** of FlexiFunnels, enabling easy sales page creation and setup. **Cons:** - Users find the **learning curve challenging** , suggesting a need for better onboarding support and guidance for new features. - Users find the **absence of certain features** in FlexiFunnels limits their ability to create and customize effectively. - Users express frustration with the **poor customer support** of FlexiFunnels, highlighting a lack of meaningful assistance. - Users desire **enhanced customization options** and more templates, highlighting limitations in design flexibility and domain hosting. - Users desire greater **integration options** , particularly for CRM and Meta platforms, to enhance FlexiFunnels' functionality. #### What Are Recent G2 Reviews of FlexiFunnels? **"[All-in-One Marketing Platform for Every Digital Marketer with an Easy Drag-and-Drop Builder](https://www.g2.com/survey_responses/flexifunnels-review-12927606)"** **Rating:** 4.0/5.0 stars *— Subham K.* [Read full review](https://www.g2.com/survey_responses/flexifunnels-review-12927606) --- **"[Seamless Funnel Building with Stellar Support](https://www.g2.com/survey_responses/flexifunnels-review-12918374)"** **Rating:** 4.5/5.0 stars *— Pravin A.* [Read full review](https://www.g2.com/survey_responses/flexifunnels-review-12918374) --- ### 18. [Dynamic Yield](https://www.g2.com/products/dynamic-yield/reviews) 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: 9.0/10) - **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: 7.4/10) **Who Is the Company Behind Dynamic Yield?** - **Seller:** [Mastercard](https://www.g2.com/sellers/mastercard) - **Year Founded:** 1966 - **HQ Location:** Purchase, NY - **Twitter:** @Mastercard (491,448 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/mastercard/ (49,372 employees on LinkedIn®) - **Ownership:** NYSE - New York Stock Exchange **Who Uses This Product?** - **Who Uses This:** Product Manager - **Top Industries:** Retail, Apparel & Fashion - **Company Size:** 57% Mid-Market, 29% Enterprise #### What Are Dynamic Yield's Pros and Cons? **Pros:** - Customer Support (8 reviews) - Personalization (6 reviews) - Implementation Ease (4 reviews) - A/B Testing (3 reviews) - Easy Implementation (3 reviews) **Cons:** - Analytics Issues (2 reviews) - Coding Difficulty (2 reviews) - Complex Analytics (2 reviews) - Developer Dependence (2 reviews) - Limitations (2 reviews) ### What Do G2 Reviewers Say About Dynamic Yield? *AI-generated summary from verified user reviews* **Pros:** - Users value the **exceptional customer support** from Dynamic Yield, enhancing their ability to innovate and resolve issues effectively. - Users value the **advanced personalization capabilities** of Dynamic Yield, significantly enhancing user journeys and driving revenue growth. - Users value the **implementation ease** of Dynamic Yield, supported by excellent training and dedicated assistance from the team. - Users appreciate the **easy A/B testing** capabilities of Dynamic Yield, enhancing personalization efforts and driving impactful results. - Users praise the **easy implementation** of Dynamic Yield, complemented by excellent support during customization and adaptation. **Cons:** - Users mention **limited built-in analytics capabilities** which can hinder detailed insights, requiring external solutions for better data analysis. - Users find the **coding difficulty** of Dynamic Yield challenging, needing web development skills for customization and integration. - Users face **limited built-in analytics capabilities** in Dynamic Yield, needing to rely on external tools for comprehensive insights. - Users face **developer dependence** with Dynamic Yield due to custom code requirements and time-consuming integrations. - Users note **minor limitations** in Dynamic Yield's analytics and features, but solutions are being developed and supported. #### What Are Recent G2 Reviews of Dynamic Yield? **"[User-Friendly Platform with Clear Data and Exceptional Customer Success Support](https://www.g2.com/survey_responses/dynamic-yield-review-12789206)"** **Rating:** 5.0/5.0 stars *— Verified User in Retail* [Read full review](https://www.g2.com/survey_responses/dynamic-yield-review-12789206) --- **"[Personalization at scale!](https://www.g2.com/survey_responses/dynamic-yield-review-10607301)"** **Rating:** 5.0/5.0 stars *— Faith O.* [Read full review](https://www.g2.com/survey_responses/dynamic-yield-review-10607301) --- #### What Are G2 Users Discussing About Dynamic Yield? - [What is Dynamic Yield used for?](https://www.g2.com/discussions/what-is-dynamic-yield-used-for) ### 19. [Croct](https://www.g2.com/products/croct/reviews) 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:** 48 **How Do G2 Users Rate Croct?** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.0/10) - **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: 7.4/10) **Who Is the Company Behind Croct?** - **Seller:** [Croct](https://www.g2.com/sellers/croct) - **Year Founded:** 2020 - **HQ Location:** Denver, Colorado, US - **Twitter:** @croct_tech (133 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/croct (14 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Financial Services, Marketing and Advertising - **Company Size:** 54% Mid-Market, 29% Enterprise #### What Are Croct's Pros and Cons? **Pros:** - Customer Support (23 reviews) - Personalization (14 reviews) - Ease of Use (12 reviews) - A/B Testing (11 reviews) - Implementation Ease (11 reviews) **Cons:** - Learning Curve (6 reviews) - Complexity (5 reviews) - Difficult Setup (5 reviews) - Complex Features (4 reviews) - Limitations (4 reviews) ### What Do G2 Reviewers Say About Croct? *AI-generated summary from verified user reviews* **Pros:** - Users rave about Croct's **incredible customer support** , which enhances their experience and ease of use. - Users value the **personalization features** of Croct, enhancing user experience and boosting conversion rates effectively. - Users praise the **ease of use** of Croct, facilitating quick implementation and intuitive configuration for teams. - Users appreciate the **intuitive layout and ease of use** of Croct for effective A/B testing and audience analysis. - Users praise the **ease of implementation** with Croct, reporting projects live within days and excellent support. **Cons:** - Users note a **steep learning curve** for advanced features, which may require extra time and support for setup. - Users find the **complexity in configuration** of Croct challenging, especially with components and iframe setups. - Users report **difficult setup** processes, especially for those lacking technical knowledge, impacting initial experiences with Croct. - Users find the **complex features** of Croct confusing, especially when working with slots and iframe configurations. - Users find the **limitations on functionality** frustrating, as it restricts creativity and requires technical expertise. #### What Are Recent G2 Reviews of Croct? **"[Wonderful Support and Easy-to-Use Insights That Improve Decision-Making](https://www.g2.com/survey_responses/croct-review-12884326)"** **Rating:** 4.0/5.0 stars *— Heloísa O.* [Read full review](https://www.g2.com/survey_responses/croct-review-12884326) --- **"[Incredible Support That Makes Croct a True Partner](https://www.g2.com/survey_responses/croct-review-12344665)"** **Rating:** 5.0/5.0 stars *— Renata V.* [Read full review](https://www.g2.com/survey_responses/croct-review-12344665) --- ### 20. [Varify.io®](https://www.g2.com/products/varify-io/reviews) Varify.io® is a comprehensive website optimization solution designed to help users enhance their conversion rates through data-driven A/B testing. This platform caters to businesses of all sizes, enabling them to make informed decisions about their website design and content without the need for programming expertise. By providing a user-friendly interface and robust features, Varify.io® empowers marketers and website owners to optimize their online presence effectively. The target audience for Varify.io® includes digital marketers, small to medium-sized business owners, and web developers who seek to improve user engagement and conversion rates. The platform serves various use cases, such as testing different website layouts, experimenting with call-to-action buttons, and analyzing user behavior to identify areas for improvement. By leveraging the capabilities of Varify.io®, users can implement changes that are backed by real-time data, ultimately leading to more effective marketing strategies and increased revenue. One of the standout features of Varify.io® is its Traffic Flatrate model, which allows users to conduct A/B testing without worrying about fluctuating costs based on website traffic. This pricing structure ensures that businesses can focus on optimizing their sites without the financial stress associated with varying traffic levels. Additionally, the platform's Visual Editor enables users to customize website content effortlessly, allowing for modifications to images, text, and videos without any coding knowledge. This accessibility makes it easier for teams to collaborate and implement changes quickly. Varify.io® also offers immediate applicability, as users can integrate a simple JavaScript code snippet into their website to start tracking and testing right away. This seamless integration ensures that website functions and consent layers remain operational, allowing users to maintain their existing workflows while benefiting from the optimization tools provided by Varify.io®. The combination of these features not only enhances user experience but also streamlines the process of website optimization. Overall, Varify.io® stands out in the realm of website optimization solutions by offering a feature-rich platform that prioritizes ease of use and affordability. Its unique selling points, such as the Traffic Flatrate pricing model and the intuitive Visual Editor, make it an attractive option for businesses looking to improve their online performance without the complexities often associated with traditional A/B testing tools. **Average Rating:** 4.8/5.0 **Total Reviews:** 38 **How Do G2 Users Rate Varify.io®?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 9.1/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 9.0/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 5.1/10 (Category avg: 7.4/10) **Who Is the Company Behind Varify.io®?** - **Seller:** [Varify](https://www.g2.com/sellers/varify) - **Company Website:** https://www.varify.io - **Year Founded:** 2019 - **HQ Location:** Grünwald, DE - **LinkedIn® Page:** https://www.linkedin.com/company/varify-io (23 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 71% Small-Business, 24% Mid-Market #### What Are Varify.io®'s Pros and Cons? **Pros:** - A/B Testing (8 reviews) - Customer Support (6 reviews) - Ease of Use (5 reviews) - Affordable (2 reviews) - Integrations (2 reviews) **Cons:** - Confusion (1 reviews) - Dashboard Issues (1 reviews) - Editing Issues (1 reviews) - Filtering Issues (1 reviews) - Learning Curve (1 reviews) ### What Do G2 Reviewers Say About Varify.io®? *AI-generated summary from verified user reviews* **Pros:** - Users value the **intuitive A/B testing interface** of Varify.io, enhancing their ability to optimize conversion rates effortlessly. - Users commend Varify.io® for its **outstanding customer support** , which greatly enhances the A/B testing experience and setup. - Users value the **ease of use** of Varify.io®, making A/B testing accessible and efficient for all skill levels. - Users find Varify.io® to be **super affordable** , providing great value for A/B testing without unnecessary complexity. - Users value the **seamless integrations** of Varify.io, enhancing data consistency and analysis for effective A/B testing. **Cons:** - Users experience **confusion** navigating the dashboard, often taking time to locate the correct experiment. - Users note that the **dashboard overview could improve** , as locating the right experiment can be time-consuming. - Users find **editing issues** with element selection in Varify.io®, but it's manageable with experience. - Users desire more **segment filters** in Varify.io®'s reporting section to enhance data analysis capabilities. - Users find the **learning curve steep** for audience targeting due to JavaScript complexities, making it challenging to use. #### What Are Recent G2 Reviews of Varify.io®? **"[Varify.io®: Fast, Lightweight, and Great Value with Solid GA4 Integration](https://www.g2.com/survey_responses/varify-io-review-12711536)"** **Rating:** 4.0/5.0 stars *— Pim N.* [Read full review](https://www.g2.com/survey_responses/varify-io-review-12711536) --- **"[The European A/B testing platform we needed for our CRO agency](https://www.g2.com/survey_responses/varify-io-review-12702681)"** **Rating:** 5.0/5.0 stars *— Christian D.* [Read full review](https://www.g2.com/survey_responses/varify-io-review-12702681) --- ### 21. [Nvecta](https://www.g2.com/products/nvecta/reviews) Nvecta is an AI-powered marketing automation and CDP solution. It provides an omnichannel experience that helps you reach your desired audience through email, SMS, push notifications, pop-ups, and much more. With Nvecta, you can send automated campaigns to target your audience at the right time. Moreover, it allows you to send personalized campaigns to connect with your audience on a more personal level. Its easy-to-use interface, along with a drag-and-drop editor, makes it easier to customize your campaigns and journeys. Its in-depth campaign analytics help you measure campaign performance and adjust your campaigns accordingly. Key Features Real-time Data & Personalization Segmentation & Targeting Omnichannel Communication A/B Testing Analytics & Reporting Exit-Intent Targeting Drip Campaigns Dynamic Content Injection Seamless Third-Party App Integration **Average Rating:** 4.8/5.0 **Total Reviews:** 334 **How Do G2 Users Rate Nvecta?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 9.4/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 9.3/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 9.5/10 (Category avg: 7.4/10) **Who Is the Company Behind Nvecta?** - **Seller:** [Nvecta](https://www.g2.com/sellers/nvecta) - **Year Founded:** 2011 - **HQ Location:** Delhi, IN - **LinkedIn® Page:** https://www.linkedin.com/company/nvecta/ (58 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Search Engine Optimization Executive, Search Engine Optimization Specialist - **Top Industries:** Marketing and Advertising, Computer Software - **Company Size:** 69% Small-Business, 28% Mid-Market #### What Are Nvecta's Pros and Cons? **Pros:** - Helpful (128 reviews) - Automation (121 reviews) - Ease of Use (116 reviews) - Customer Engagement (95 reviews) - Customer Support (92 reviews) **Cons:** - Learning Curve (50 reviews) - Missing Features (48 reviews) - Expensive (41 reviews) - Limited Customization (34 reviews) - Not Intuitive (32 reviews) ### What Do G2 Reviewers Say About Nvecta? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **user-friendly interface** of NotifyVisitors, making marketing campaigns easy and efficient. - Users love the **seamless automation** capabilities of NotifyVisitors, enhancing client experiences with minimal human effort. - Users love the **user-friendly interface** of Nvecta, making marketing management seamless and efficient. - Users appreciate the **strong customer engagement** facilitated by NotifyVisitors, enhancing their marketing strategies and audience targeting effortlessly. - Users appreciate the **excellent customer support** of Nvecta, noting its quick and helpful responsiveness. **Cons:** - Users find the **learning curve challenging** , as onboarding and understanding features can be time-consuming for new users. - Users highlight the **lack of essential features** in Nvecta, impacting customization and overall usability significantly. - Users find the pricing of Nvecta to be **extremely costly** , particularly challenging for startups with limited budgets. - Users express frustration over the **limited customization** options, hindering flexibility and adaptability as their needs evolve. - Users find the **navigation not intuitive** , making it challenging to manage profiles and access key information efficiently. #### What Are Recent G2 Reviews of Nvecta? **"[All-in-One Engagement Platform That's Easy for Beginners](https://www.g2.com/survey_responses/nvecta-review-12103392)"** **Rating:** 4.5/5.0 stars *— Nishant S.* [Read full review](https://www.g2.com/survey_responses/nvecta-review-12103392) --- **"[Effortlessly Activates Customer Data into Personalized Campaigns](https://www.g2.com/survey_responses/nvecta-review-12189652)"** **Rating:** 4.0/5.0 stars *— sakthivel 2.* [Read full review](https://www.g2.com/survey_responses/nvecta-review-12189652) --- #### What Are G2 Users Discussing About Nvecta? - [What is NotifyVisitors used for?](https://www.g2.com/discussions/what-is-notifyvisitors-used-for) - 1 upvote ### 22. [Algolia](https://www.g2.com/products/algolia/reviews) Algolia empowers businesses to deliver lightning-fast, AI-driven search and discovery experiences that convert. Trusted by over 18,000 companies and 500,000 developers, Algolia’s API-first platform handles 1.75 trillion searches annually across e-commerce, SaaS, marketplaces, media, and more. From helping retailers boost conversions with personalized product discovery to enabling companies to surface relevant content instantly, Algolia delivers scalable, reliable, and intuitive solutions built for performance. With seamless integration into any tech stack, user-friendly tools for business teams, and advanced AI customization, Algolia makes it easy to launch tailored digital experiences—accelerating time to value and driving measurable business results. Learn more: https://www.algolia.com/ **Average Rating:** 4.5/5.0 **Total Reviews:** 429 **How Do G2 Users Rate Algolia?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.0/10) - **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: 7.4/10) **Who Is the Company Behind Algolia?** - **Seller:** [Algolia SAS](https://www.g2.com/sellers/algolia-sas) - **Company Website:** https://www.algolia.com - **Year Founded:** 2012 - **HQ Location:** San Francisco, CA - **Twitter:** @algolia (25,496 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/algolia/posts/?feedView=all (871 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CTO, Software Engineer - **Top Industries:** Computer Software, Retail - **Company Size:** 60% Small-Business, 30% Mid-Market #### What Are Algolia's Pros and Cons? **Pros:** - Ease of Use (74 reviews) - Search Efficiency (63 reviews) - Speed (41 reviews) - Search Speed (40 reviews) - Efficiency (37 reviews) **Cons:** - Expensive (36 reviews) - Limitations (21 reviews) - High Learning Curve (20 reviews) - Limited Features (19 reviews) - Learning Difficulty (17 reviews) ### What Do G2 Reviewers Say About Algolia? *AI-generated summary from verified user reviews* **Pros:** - Users find Algolia's **ease of use** exceptional, facilitating quick setup and a seamless search experience. - Users highlight Algolia's **search efficiency** , enjoying fast, relevant results that enhance the overall search experience. - Users appreciate the **impressive speed** of Algolia, with results appearing almost instantly, enhancing the user experience. - Users highlight Algolia's **impressive search speed** , ensuring instant results even with large datasets for enhanced experiences. - Users appreciate the **quick results and seamless integration** of Algolia, enhancing their search experience significantly. **Cons:** - Users find Algolia **very expensive** , particularly as usage grows, leading to unexpectedly high bills for search requests. - Users find **pricing transparency lacking** with Algolia, making cost management and functionality access difficult as projects grow. - Users find the **high learning curve** of Algolia challenging, especially with advanced features and limited beginner tutorials. - Users find the **limited features** in Algolia's basic plan restrictive, especially for growing teams needing advanced tools. - Users find Algolia's **steep learning curve** and complex setup challenging, requiring significant time and expertise to master. #### What Are Recent G2 Reviews of Algolia? **"[Reliable, Fast Search with Straightforward Setup and Clear Documentation](https://www.g2.com/survey_responses/algolia-review-12600019)"** **Rating:** 4.5/5.0 stars *— Eric T.* [Read full review](https://www.g2.com/survey_responses/algolia-review-12600019) --- **"[Lightning-Fast, Highly Accurate Search with Powerful Customization](https://www.g2.com/survey_responses/algolia-review-12922927)"** **Rating:** 5.0/5.0 stars *— Rahul K.* [Read full review](https://www.g2.com/survey_responses/algolia-review-12922927) --- #### What Are G2 Users Discussing About Algolia? - [What is Algolia used for?](https://www.g2.com/discussions/algolia-what-is-algolia-used-for) - [What is Search.io used for?](https://www.g2.com/discussions/what-is-search-io-used-for) ### 23. [Constructor](https://www.g2.com/products/constructor-io-constructor/reviews) Constructor is the only search and product discovery platform tailor-made for enterprise ecommerce where conversions matter. Constructor'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: 9.0/10) - **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: 7.4/10) **Who Is the Company Behind Constructor?** - **Seller:** [Constructor.io](https://www.g2.com/sellers/constructor-io) - **Company Website:** https://constructor.io/ - **Year Founded:** 2015 - **HQ Location:** SAN FRANCISCO, CA - **Twitter:** @constructor_io (263 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/constructor-io/ (1,322 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Retail, Apparel & Fashion - **Company Size:** 43% Enterprise, 40% Mid-Market #### What Are Constructor's Pros and Cons? **Pros:** - Ease of Use (13 reviews) - Customer Support (11 reviews) - Search Efficiency (9 reviews) - Experience (8 reviews) - Helpful (8 reviews) **Cons:** - Improvement Needed (5 reviews) - Missing Features (5 reviews) - Lack of Guidance (4 reviews) - Time-Consuming (4 reviews) - Data Management Issues (3 reviews) ### What Do G2 Reviewers Say About Constructor? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Constructor, praising its user-friendly interface and straightforward documentation. - Users value the **engaged customer support** of Constructor, appreciating their responsiveness and collaborative partnership. - Users value the **search efficiency** of Constructor, significantly enhancing their customer experience and driving revenue growth. - Users appreciate the **AI-driven and user-friendly experience** of Constructor, enhancing search performance and overall customer satisfaction. - Users value Constructor's **helpful support and documentation** , facilitating a smooth integration and enhancing ecommerce performance. **Cons:** - Users note that **improvement is needed** in analytics and customization features for optimal performance and user experience. - Users find **missing features** in Constructor, such as analytics improvements and desired A/B testing options, limiting effectiveness. - Users feel there's a **lack of guidance** in the transition process, complicating the operational shift to Constructor. - Users find the **time-consuming nature** of Constructor challenging, necessitating considerable effort to fully leverage its features. - Users experience **data management issues** , including sync delays, inconsistent date selection, and problematic facet configurations. #### What Are Recent G2 Reviews of Constructor? **"[Great search tool with measurable business impact and a great partner](https://www.g2.com/survey_responses/constructor-review-12213509)"** **Rating:** 5.0/5.0 stars *— Aaron D.* [Read full review](https://www.g2.com/survey_responses/constructor-review-12213509) --- **"[AI-Powered Merchandising That Learns and Scales as You Grow](https://www.g2.com/survey_responses/constructor-review-12303109)"** **Rating:** 5.0/5.0 stars *— Rich B.* [Read full review](https://www.g2.com/survey_responses/constructor-review-12303109) --- ### 24. [Convert Experiences](https://www.g2.com/products/convert-experiences/reviews) Convert Experiences is the A/B testing platform that delivers enterprise-grade experimentation without the enterprise baggage. For over 15 years, Convert has helped growth marketers, e-commerce teams, and agencies run reliable, flicker-free experiments that scale with their business. From classic A/B and multivariate testing to split URL and personalization campaigns, Convert makes experimentation fast, accurate, and frustration-free. With 90+ integrations (Shopify, GA4, WordPress, WooCommerce, Segment, and more), Convert adapts to modern stacks and supports both marketers and developers. Our Visual Editor lets teams launch experiments without waiting on developers, while advanced targeting and revenue tracking ensure clean, trustworthy insights. 🔒 Privacy is at our core: Convert is GDPR compliant, HIPAA/CCPA-ready, and never resells data. Pricing is transparent, predictable, and fair — no hidden fees or nasty surprises. And when you need help, you’ll find it fast: real human support via live chat, email, and dedicated agency-friendly support. HubSpot, Sony, Virgin Mobile, Manscaped, CroMetrics, OnlineDialogue and Speero among others trust Convert to deliver precise, accurate and dependable experiments. Enterprise power. SMB-friendly pricing. Human support. Just better experiments. Convert Feature Capabilities 🧫 A/B & 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 & Segmentation • Dynamic content personalization at scale • 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 & Reporting • Real-time experiment performance dashboards • Built-in QA toolkit (preview mode, traffic allocation controls) • 90+ integrations with analytics & marketing tools (GA4, Segment, HubSpot, Hotjar, etc.) 🏋️‍♀️ Integrations & Tech-Stack Fit • Seamless Shopify & WooCommerce integrations (supports headless stores) • API-first architecture for custom workflows & automation • Easy plug-and-play with major analytics & martech platforms 🚔 Security & Compliance • GDPR, CCPA compliance • Privacy-first: Convert never sells or misuses customer data • Enterprise-grade security and data handling 🩼 Support & 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 & 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 & Patagonia. PPS: Convert is both ISO 27001 and SOC-2 compliant. **Average Rating:** 4.6/5.0 **Total Reviews:** 90 **How Do G2 Users Rate Convert Experiences?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.0/10) - **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: 7.4/10) **Who Is the Company Behind Convert Experiences?** - **Seller:** [Convert.com](https://www.g2.com/sellers/convert-com) - **Company Website:** https://www.convert.com - **Year Founded:** 2008 - **HQ Location:** Walnut, CA - **Twitter:** @Convert (4,594 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/209355/ (63 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Internet - **Company Size:** 53% Small-Business, 39% Mid-Market #### What Are Convert Experiences's Pros and Cons? **Pros:** - Ease of Use (10 reviews) - Customer Support (6 reviews) - Easy Setup (5 reviews) - A/B Testing (4 reviews) - Experimentation (4 reviews) **Cons:** - Lack of API Integration (2 reviews) - Limitations (2 reviews) - Time-Consuming (2 reviews) - Tracking Issues (2 reviews) - Bug Issues (1 reviews) ### What Do G2 Reviewers Say About Convert Experiences? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Convert Experiences, finding it straightforward and simple for AB testing. - Users value the **responsive customer support** of Convert Experiences, ensuring quick and helpful assistance whenever needed. - Users highlight the **easy setup** of Convert Experiences, making implementation seamless for A/B testing on websites. - Users appreciate the **ease of use for A/B testing** in Convert Experiences, finding it effective and user-friendly. - Users value the **efficient experimentation capabilities** of Convert Experiences, leading to improved conversion rates and quick results. **Cons:** - Users note a **lack of API integration** , limiting features like heatmaps and smoother setup with tools like Google Ads. - Users find the **subscription options limiting** , particularly in niche applications and cross-platform experiments. - Users note the **time-consuming updates** in Convert Experiences, causing delays in testing and overall development. - Users find **tracking issues** with revenue and goal functionality frustrating, suggesting a need for better integration tools. - Users report encountering **numerous bugs** in Convert Experiences, though appreciate the quick resolution of these issues. #### What Are Recent G2 Reviews of Convert Experiences? **"[Convert Experiences: versatile, intuitive, and robust for testing and optimization](https://www.g2.com/survey_responses/convert-experiences-review-12569385)"** **Rating:** 5.0/5.0 stars *— Rafael d.* [Read full review](https://www.g2.com/survey_responses/convert-experiences-review-12569385) --- **"[Intuitive A/B Testing with Seamless Setup](https://www.g2.com/survey_responses/convert-experiences-review-12761619)"** **Rating:** 4.5/5.0 stars *— Eamonn W.* [Read full review](https://www.g2.com/survey_responses/convert-experiences-review-12761619) --- #### What Are G2 Users Discussing About Convert Experiences? - [What is Convert Experiences used for?](https://www.g2.com/discussions/what-is-convert-experiences-used-for) ### 25. [Instapage](https://www.g2.com/products/instapage/reviews) Instapage is a complete growth marketing platform with the #1-rated builder for PPC, SEO, demand generation, A/B testing, personalization, and email automation. Convert visitors into customers, engage them at every touchpoint, and optimize performance across your entire marketing funnel. **Average Rating:** 4.3/5.0 **Total Reviews:** 507 **How Do G2 Users Rate Instapage?** - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 7.4/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 8.1/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 6.1/10 (Category avg: 7.4/10) **Who Is the Company Behind Instapage?** - **Seller:** [airSlate](https://www.g2.com/sellers/airslate) - **Company Website:** https://www.airslate.com/ - **Year Founded:** 2006 - **HQ Location:** Brookline, Massachusetts - **Twitter:** @airSlate (1,234 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/airslate/ (798 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Digital Marketing Manager, CEO - **Top Industries:** Marketing and Advertising, Computer Software - **Company Size:** 64% Small-Business, 28% Mid-Market #### What Are Instapage's Pros and Cons? **Pros:** - Ease of Use (18 reviews) - Landing Pages (12 reviews) - Easy Creation (11 reviews) - Intuitive (11 reviews) - Easy Setup (8 reviews) **Cons:** - Unintuitive Interface (6 reviews) - Limited Customization (5 reviews) - Limited Features (4 reviews) - Missing Features (4 reviews) - UX Improvement (4 reviews) ### What Do G2 Reviewers Say About Instapage? *AI-generated summary from verified user reviews* **Pros:** - Users find Instapage's **ease of use** remarkable, enabling quick setup of professional landing pages effortlessly. - Users love the **superior optimization** and **efficient features** of Instapage for creating high-converting landing pages. - Users love the **easy creation** of landing pages with Instapage, making project implementation quick and efficient. - Users appreciate the **intuitive drag-and-drop functionality** of Instapage, enabling quick creation of beautiful landing pages. - Users find the **easy setup** of Instapage intuitive, allowing quick navigation and efficient page creation. **Cons:** - Users find the **unintuitive interface** of Instapage frustrating, complicating simple tasks like customizing fonts and layouts. - Users express a desire for **more customization options** in Instapage, which complicates mobile adaptations of landing pages. - Users find the **limited features** of Instapage restrictive, particularly in editing and multistep forms functionality. - Users express a desire for **missing features** in Instapage, which limits functionality and complicates their design processes. - Users find the **UX frustrating** , facing challenges with mobile customization and intuitiveness of controls. #### What Are Recent G2 Reviews of Instapage? **"[Outstanding Support, Intuitive Builder, and Reliable Integrations](https://www.g2.com/survey_responses/instapage-review-12767568)"** **Rating:** 4.0/5.0 stars *— Ethan S.* [Read full review](https://www.g2.com/survey_responses/instapage-review-12767568) --- **"[Effortless Landing Pages with Top-Notch Support](https://www.g2.com/survey_responses/instapage-review-4868415)"** **Rating:** 5.0/5.0 stars *— Beverly L.* [Read full review](https://www.g2.com/survey_responses/instapage-review-4868415) --- #### What Are G2 Users Discussing About Instapage? - [What is Instapage used for?](https://www.g2.com/discussions/what-is-instapage-used-for) - 1 comment ## What Is A/B Testing Tools? [Conversion Rate Optimization Tools](https://www.g2.com/categories/conversion-rate-optimization-tools) ## What Software Categories Are Similar to A/B Testing Tools? - [Heatmap Tools](https://www.g2.com/categories/heatmap-tools) - [Landing Page Builders](https://www.g2.com/categories/landing-page-builders) - [E-Commerce Personalization Software](https://www.g2.com/categories/e-commerce-personalization) - [Personalization Engines](https://www.g2.com/categories/personalization-engines) - [Personalization Software](https://www.g2.com/categories/personalization) - [Pop-Up Builder Software](https://www.g2.com/categories/pop-up-builder) - [Feature Management Software](https://www.g2.com/categories/feature-management) --- ## How Do You Choose the Right A/B Testing Tools? ### What You Should Know About A/B Testing Tools ### What are A/B Testing Tools? A/B testing tools measure how customers interact with a brand’s digital creative content. Through conducting tests on customer interaction, companies can extract real data and metrics to optimize products. A/B testing tools allow marketers, advertisers, and web developers to test different versions of digital content to find the customer-preferred digital experience and personalization for various personas. Website visitors subconsciously react to every element on a web page—such as the color and aggressiveness of a live chat pop-up, the phrasing of a call-to-action (CTA) button, or the positioning of the search bar. A/B testing solutions give web content creators the tools to deploy the tests, determine the target audience, and analyze the experiment results. These tools are used to improve conversion rate and bounce rates, as well as the overall success of a website. The main way that digital creativity is tested is through a rotating A/B test. This is done by using two iterations of a design and seeing which one gets the highest click-through rate. A company can conduct a test with version A for 500 users from the target audience and then another test on version B for 500 users with a completely different variant. The company can then see which one gets the highest click-through rate and, ultimately, determine which variant should be used. A/B testing can offer the following use cases to improve a company’s performance: - Create the most successful version of the e-commerce site, especially the home page and calls-to-action (CTA) - Increase website traffic and reduce bounce rates - Gain insight into user behavior - Analyze any and all test segments to discover key opportunities - Increase conversion rates and e-commerce profits - Tailor e-commerce content and goals through continuous testing - Determine the consumer impact of differing designs and formats on website optimization #### What Types of A/B Testing Tools Exist? **Proprietary A/B testing** Proprietary solutions will require time and resources but will adapt to very specific case studies and customizations. Proprietary products also provide customer support and streamline the process of setting up, tracking, and analyzing tests. **Open-source A/B testing** Open-source solutions come with a very small price tag (if any at all). While open-source software doesn’t offer the same kinds of reports and finetuned features as proprietary solutions, it gives access to an entire community of programmers and developers with bountiful testing experience. ### What are the Common Features of A/B Testing Tools? **A/B/n testing:** This type of split testing takes A/B testing to the next level by analyzing multiple versions of a creative product, one variable at a time. This allows a company to determine the best variation across a multitude of tests that measure KPIs on several iterations. The analytics tools used for a simple A/B test will also measure the same KPIs for the multiple variations. **Multivariate testing:** Multivariate testing uses the same methods as A/B testing, but instead of testing only two variables, it tests a higher number. This is essentially like having two tests combined into one. This is a way to conduct test combinations. For example, one multivariate test can test whether the combination of a blue header and white text works better than a red header with grey text. Then, it can test what happens when the combination is flipped—whether a blue header would work better with grey text or a red header would work better with white text. A successfully performed multivariate test would then show which combination had the highest click-through rate. The major benefit of multivariate testing is saving time and ensuring that the best combination with the highest conversion rate is being presented on the website. **Multipage funnel testing:** Multipage funnel testing is a way to test variations of several consecutive website pages. This is a great way to see if customers are finding what they’re looking for in the quickest way possible. The use case of multipage funnel testing can be easily applicable to retail, e-commerce, and any other website where the company is selling a product. This can test how quickly a user went through the buyer funnel from initial interest all the way to the final goal of purchasing the product. A multipage funnel test can help test the most effective way to convert customer interest into a customer purchase. **Audience targeting:** Audience targeting provides the ability to choose where the test will run and for whom. A/B test can be conducted to see which visitor conditions to show the experiment to and which specific URLs the experiment should run on the site. To increase engagement from mobile users who are using Google Chrome, audience targeting can conduct the A/B test on these specific users. This helps increase engagement with a particular audience. **Funnel analysis:** Funnel analysis allows companies to analyze the data in the buyer's journey and make necessary changes to facilitate conversion rate optimization. A/B test with funnel analysis helps understand if things such as registration pages or website subscription options are driving more people to convert or if they’re turning customers away. This allows the tester to see if they need to make adjustments to certain stages to increase engagement. **Heat maps:** Heat maps are a very effective tool for visualizing which links users click on when they visit a website. Heat maps applied to an A/B test will show certain links on a webpage in either blue, yellow, or red to indicate how often those links are clicked. This way, testers can analyze how to effectively set up a page and ensure that the most important links are in spots that are being clicked on the most. **Surveys:** A valuable feature in A/B testing software is surveys. This enables companies to directly ask users which type of variant they prefer through a variety of different questions. The data from the survey can then be translated into graphs or charts, which makes it easier for the tester to visualize the results. This can help companies target which specific variants are working well and which variants are failing. It also may give companies more detail on where to head in order to improve their designs by asking questions that make users explain in detail rather than asking simple yes or no questions. **Statistical relevance analysis:** Statistical relevance analysis helps confirm if an A/B test has a large enough sample size. Users can track their data in real time and see if the test needs more time or if there’s enough traffic to confirm that one variant performed better than another. This helps users stop the test and not use more time on it than needed. Achieving the right sample size ensures the statistical significance of test results is achieved during the testing process. **Test scheduling:** A/B testing platforms allow users to schedule tests in advance to ensure that they are conducted during a time when the website is expected to get a lot of traffic. ### What are the Benefits of A/B Testing Tools? A/B testing software is an essential tool for optimization and growth. The best way to improve a product's performance is by continuously conducting new trials to see what works and what doesn't. The following are reasons why vendors benefit from using these tools. **Higher conversion rates:** Companies can conduct a test to see what will produce the best conversion rate. Rotating A/B tests can give content creators an accurate representation of how quickly users can find what they’re looking for on a website. This can lead to customers purchasing more quickly or subscribing to newsletters more frequently, leading to greater conversions and higher revenue for the company. **Real-time testing:** A/B testing can save companies plenty of time by testing variations in real time. Instead of having to pull people aside to conduct trials, rotating tests are conducted on users who are currently visiting the website. **Genuine testing:** Another major benefit of A/B testing is genuine testing. Tests are conducted on actual visitors who are coming to the website, which means that the results are not skewed by incentives or preconceived knowledge within a trial. Since the testing is done on completely random visitors, the company will get the most accurate picture of how customers are behaving in real time. **Reduced bounce rate:** One of the main goals of A/B testing tools is to test ways to keep people on a website for as long as possible. This can be done by incorporating different page layouts, links that lead back to the website, and CTA buttons. High bounce rates are the main reason for low conversion rates, so testing ways to reduce the bounce rate of a landing page is a critical way to keep customers engaged. ### Who Uses A/B Testing Tools? While A/B testing tools and personalization software generally integrate with systems that work on both the front end and back end of websites, the software isn’t just for technical website developers who specialize in coding. Users with varying skill sets can use the software to enhance their currently existing websites. Appropriately, A/B testing software vendors clearly advertise either their ease of use (embedding just one line of code) or the flexibility with which their tests can be conducted (conducting split-level experiments). Here are some ways various team members can use these tools to enhance performance: **Digital marketing teams:** Digital marketing teams can utilize A/B testing software in a variety of ways. They can measure the efficacy of CTAs, headlines, images, and copy to see which variations will have higher click-through rates with users. In addition, they can measure the frequency of cart abandonment to test how likely a customer is to convert into a sale. **Design teams:** Perfecting the design of a website is an ongoing process. Design teams can utilize A/B testing to optimize a website’s performance and quality of the user experience by making sure visitors are staying on for an ample amount of time. They can do this by testing how quickly people find what they’re looking for, where to place links on a page to get the most clicks, and other web layout adjustments in order to increase customer engagement.  **Research and development teams:** Research teams that focus on optimizing website performance can use surveys within A/B testing tools to see which variants appeal to more users. They can ask about customer desires, demographics, and any other details that they can extract to improve their product and website. #### Software Related to A/B Testing Tools A/B testing can be supplemented with a wide variety of other software that also test for conversion rates and lead generation: [Email marketing software](https://www.g2.com/categories/email-marketing) **:** Email marketing software includes A/B testing features, which can be used to test which of two email campaign options will be more successful. During this process, two variations of an email campaign are sent out to two different pools of recipients. Whichever pool has the higher click rate on the email campaign will indicate which one will be more successful. The results can indicate the open rate, click-through rate, and the number of subscribers that were influenced by the email campaign. This is a great tool to guarantee that the marketing campaign is effective and that it will generate more revenue and happier customers. [Web content management software](https://www.g2.com/categories/web-content-management) **:** Web content management (WCM) systems allow users to create, edit, and publish digital content such as text, embedded audio and video files, and interactive graphics for websites. WCM tools offer an assortment of templated web pages, from which site administrators can browse and choose. Since the main goal of web content management is to maximize customer engagement, it is a great software to integrate with A/B testing. A/B tests can be conducted on certain web content and provide higher conversion rates. [Digital analytics software](https://www.g2.com/categories/digital-analytics) **:** Digital analytics software tracks website visitors and measures web traffic. Marketers, web developers, and analysts use digital analytics suites to report on the effectiveness and popularity of web experiences and to determine how visitors are finding and interacting with their sites. Digital analytics supplement A/B testing by showing companies which areas need improvement on their website. This can indicate what areas need help from a test to determine what will improve customer engagement. [Heatmap tools](https://www.g2.com/categories/heatmap-tools) **:** Marketers and web developers use heat maps and in-page analytics to visualize where on a web page visitors click, hover, and scroll. Heat maps can be integrated with A/B testing software to effectively set up a page and ensure that the most important links are in spots that are being clicked on the most. ### Challenges with A/B Testing Tools **Ensuring random testing:** It is difficult to ensure that a test is truly random. For example, if a company wanted to conduct an A/B test on page traffic on any random day, it might be difficult to assess whether visitors were less likely to come on that day. If the weather was nice or it was too close to the holidays, people might be less likely to be on their computers, which can skew the test's results. **Testing too many variables:** Product teams are constantly trying to reimagine product pages with new designs to increase sales. However, overtesting can be a problem, especially when users are more familiar with one design over another. This can lead product teams to be overfocused on certain website designs that will most likely not have an effect on the user. The best way to avoid this issue is to focus on major design changes, such as page layouts, rather than the font size of certain words. **Small sample sizes:** Often, A/B tests are conducted on too small a sample. This means that there is not enough data to confidently say that a variation is more successful than another variation because not enough people were tested. The best way to avoid this issue is to conduct a test that is concluded when the test reaches 95% confidence. While this may take some time, it can ensure that it was conducted effectively. ### How to Buy A/B Testing Tools and Software #### Requirements Gathering (RFI/RFP) for A/B Testing Tools When searching for the right A/B testing tool, it’s important to create a long list based on products that contain some of the most necessary features for an effective experiment. After the available pool has been segmented based on crucial features, one can then sort based on nice-to-haves, bells and whistles, and industry-specific software requirements. #### Compare A/B Testing Software Products **Create a long list** In order to create a long list, buyers must ensure the products being considered meet these core criteria: - The software is compatible with one’s technology and computer programs - Cloud storage is available for experimental data - The software offers the scalability needed to perform experiments with a certain n-size - Cost aligns with budget **Create a short list** Once a long list based on core features is created, a short list should be further narrowed based on nice-to-haves and bells and whistles:  - What you see is what you get (WYSIWYG) editing - Little to no coding options for businesses that don’t have employees with a computer science background - Multivariate testing capacities should experiment with more than one variable need to be tested simultaneously - Mobile app testing capabilities if a business has mobile content **Conduct demos** Buyers must schedule calls with the vendors on the short list to ensure their product is the right fit. The most foolproof way to make the right decision is to actually test out the software. It is important to ask vendors about how their product addresses the business’ most pressing needs. #### Selection of A/B Testing Tools **Choose a selection team** The selection team should include the CEO and other executives from finance, marketing, and IT. The CEO will be there to represent the whole company and its business objectives. Finance will be able to represent the company and IT will determine if the product fits well into existing tech stacks and company technology. Most importantly, representatives from marketing will be able to speak fluently on the goals of A/B testing and company needs with software, since the marketing team will be the end user for these tools. **Negotiation** A/B testing software vendors will be bringing their strongest team to seal the deal with a potential client. Therefore, it’s important to come to the negotiation process with questions on certain key features one needs. These include (but are not limited to) multivariate testing and WYSIWYG capabilities, how much coding experience is needed to use the interface, and AI or machine learning. Buyers must ask questions about the total costs and fees associated with purchasing, implementing, and using the product. In order to prevent surprises later, it is crucial to ensure the terms and conditions are read in full and discussed.  **Final decision** It could be useful to create a scoring template that measures the various features mentioned in the long and short list, as well as notes from calls between the client and vendor. ### A/B Testing Tools Trends **Calls-to-action (CTA):** CTAs have become the most popular test to conduct within A/B testing. Calls to action are phrases that try to induce urgency in the buyer, like a certain offering will expire soon or must be purchased immediately. More companies are using CTA links, as they help with end-of-funnel marketing and can lead to a sale in the quickest way possible. Common A/B tests to run on a CTA button include bigger text size, brighter button colors, and any other adjustments to make the button more visually appealing or engaging. **Mobile A/B testing:** These tests are seeing a huge spike in growth as more users are shifting away from desktops and onto their phones. Mobile A/B testing trends can help companies analyze how their mobile app’s layout is performing and how to make mobile purchases for consumers as simple as possible. Since the screen size is so drastic from the desktop to the mobile screen, it’s important to make necessary changes so users can see product offerings on a smaller screen. **Website personalization:** A/B tests enable users to run tests based on customers’ personal information. Companies can utilize big data to offer tailored content (based on assumptions about the way a visitor will behave) to invoke the feeling of a personalized shopping or browsing experience. Testers can run A/B tests to examine if the tailored content leads to more conversions or engagement.