# Best A/B Testing Tools *By [Alanna Iwuh](https://research.g2.com/insights/author/alanna-iwuh)* VWO Testing is the top-ranked A/B testing software in 2026, rated 4.4 out of 5 on G2 based on 900+ verified reviews. For teams prioritizing progressive feature releases without code redeployment, LaunchDarkly and Bloomreach both lead at 4.6 stars, while Webflow edges ahead at 4.8 stars for designer-led testing workflows. 1. VWO Testing — 4.4/5 (900+ reviews): Visual website testing and conversion validation 2. AB Tasty — 4.4/5 (400+ reviews): No-code web experiments with targeting control 3. LaunchDarkly — 4.5/5 (700+ reviews): Progressive feature release control 4. Bloomreach — 4.6/5 (700+ reviews): Personalized commerce testing and journey optimization 5. Webflow — 4.4/5 (900+ reviews): Designer-led website changes for testing readiness *Updated June 2026. Based on 2026 G2 verified review data across 5 products.* 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 (405 reviews) | No-code web experiments with targeting control | "[AB Tasty’s All-in-One Platform for Testing, Personalization, and Experimentation](https://www.g2.com/survey_responses/ab-tasty-review-12668027)" | | 3 | [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) | 4.5/5.0 (769 reviews) | Progressive feature release control | "[Fantastic SDK Integrations and a Unified Workflow for Safe Deployments & Experimentation](https://www.g2.com/survey_responses/launchdarkly-review-13086481)" | | 4 | [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) | 4.6/5.0 (766 reviews) | Personalized commerce testing and journey optimization | "[Bloomreach Makes Personalisation Easy with Powerful Segmentation and Automation](https://www.g2.com/survey_responses/bloomreach-review-13078543)" | | 5 | [Omniconvert](https://www.g2.com/products/omniconvert/reviews) | 4.6/5.0 (182 reviews) | Fast onsite copy and variant tests | "[CRO Platform with Fast A/B Testing and Personalization](https://www.g2.com/survey_responses/omniconvert-review-12923579)" | | 6 | [Webflow](https://www.g2.com/products/webflow/reviews) | 4.4/5.0 (981 reviews) | Designer-led website changes for testing readiness | "[Best webdesign building platform](https://www.g2.com/survey_responses/webflow-review-7038852)" | | 7 | [PostHog](https://www.g2.com/products/posthog/reviews) | 4.5/5.0 (1,044 reviews) | Product analytics with built-in experiments | "[PostHog Delivers Clear User Visibility with Developer-Friendly Analytics](https://www.g2.com/survey_responses/posthog-review-12878682)" | | 8 | [EngageBay](https://www.g2.com/products/engagebay/reviews) | 4.6/5.0 (678 reviews) | CRM-led email campaign testing | "[EngageBay Keeps Customer Conversations Organized and Consistent](https://www.g2.com/survey_responses/engagebay-review-13103051)" | | 9 | [Moosend](https://www.g2.com/products/moosend/reviews) | 4.6/5.0 (721 reviews) | — | "[Moosend Makes Email Automations Fast, Visual, and Stress-Free for Non-Coders](https://www.g2.com/survey_responses/moosend-review-12656353)" | | 10 | [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)" | --- ## 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. ## G2 Grid® for A/B Testing Tools ![G2 Grid® for A/B Testing Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/a-b-testing-tools/grids.png?focus%5B%5D=4306&focus%5B%5D=4730&focus%5B%5D=15273&focus%5B%5D=19103&focus%5B%5D=3442&focus%5B%5D=16536&focus%5B%5D=68577&focus%5B%5D=145164) Highlighted products: VWO Testing, AB Tasty, LaunchDarkly, Bloomreach, Omniconvert, Webflow, EngageBay, and PostHog. Underlying data: [Grid® JSON](https://www.g2.com/categories/a-b-testing-tools/grids.json?focus%5B%5D=wingify-vwo-testing&focus%5B%5D=ab-tasty&focus%5B%5D=launchdarkly&focus%5B%5D=bloomreach-bloomreach&focus%5B%5D=omniconvert&focus%5B%5D=webflow&focus%5B%5D=engagebay&focus%5B%5D=posthog) ## How Many A/B Testing Tools Products Does G2 Track? **Total Products under this Category:** 126 ### Category Stats (Jul 2026) - **Average Rating**: 4.5/5 (↑0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Harness Platform (+0.22%) - Among all products in this category, Harness Platform recorded the largest rating increase compared to last month *Last updated: July 17, 2026* ## How Does G2 Rank A/B Testing Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 19,200+ Authentic Reviews - 126+ 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:** [VWO AB Tasty](https://www.g2.com/sellers/vwo-ab-tasty) - **Year Founded:** 2009 - **HQ Location:** PARIS, France - **Twitter:** @ABTasty (11,859 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1885711/ (343 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 highlight the **user-friendly interface** of VWO Testing, allowing for easy management and quick access to support. - Users appreciate the **responsive customer support** of VWO Testing, ensuring quick assistance during A/B testing processes. - Users appreciate the **intuitive interface and visual editor** of VWO, making A/B testing seamless and efficient. - Users find VWO Testing's **easy setup** helpful, facilitating quick and efficient A/B testing for all skill levels. - Users value the **intuitive interface and seamless integration** of VWO Testing, enhancing efficient A/B testing for teams. **Cons:** - Users feel VWO Testing has **limited features** , lacking comprehensive analytics and ease of data sharing for greater usability. - Users feel that VWO Testing lacks **essential features** like complete traffic analytics and easy data sharing options. - Users note the **limitations in reporting and integration** with other analytics tools hinder data accessibility and usability. - Users find the **learning curve steep** with VWO Testing, which can be overwhelming for newcomers to navigate effectively. - Users experience **slow performance** with VWO Testing, particularly when working with complex experiments or large datasets. #### What Are Recent G2 Reviews of VWO Testing? **"[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) --- **"[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) --- #### 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:** 405 **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:** [VWO AB Tasty](https://www.g2.com/sellers/vwo-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/ (343 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 appreciate the **ease of use** of AB Tasty, benefiting from its intuitive interface and comprehensive support. - Users value the **highly responsive customer support** from AB Tasty, which enhances testing and optimization processes. - Users value the **flexibility and excellent support** of AB Tasty, enabling quick and easy A/B test setup. - Users commend the **helpful customer support** and intuitive features of AB Tasty, enhancing testing efficiency and user experience. - Users appreciate the **easy setup** of AB Tasty, enabling quick testing and personalisation without extensive development skills. **Cons:** - Users note the absence of **native integrations** with Salesforce, complicating analytics and requiring manual workarounds. - Users face **testing difficulties** with AB Tasty, as the responsive features and visual editor sometimes do not function accurately. - Users find the **difficult learning** curve challenging, especially when trying to understand advanced features and statistical data. - Users find the **learning curve steep** , making it challenging to navigate and fully utilize AB Tasty's features. - Users express frustration over **missing integrations** , limiting analytics capabilities and complicating experiment tracking processes. #### What Are Recent G2 Reviews of AB Tasty? **"[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) --- **"[Fleshed-Out Web Optimization Platform with Promising AI and Fast Support](https://www.g2.com/survey_responses/ab-tasty-review-13080126)"** **Rating:** 4.0/5.0 stars *— Verified User in Higher Education* [Read full review](https://www.g2.com/survey_responses/ab-tasty-review-13080126) --- #### 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:** 769 **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/ (643 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, 36% 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 the **ease of use** of LaunchDarkly, enjoying straightforward setup and intuitive UI for feature management. - Users value the **ease of implementing feature flags** in LaunchDarkly, enabling seamless adjustments without downtime. - Users value the **flexibility and intuitive design** of LaunchDarkly, enhancing feature flag management effortlessly. - Users admire the **easy setup** of LaunchDarkly, making integration and configuration seamless even for beginners. - Users value the **great documentation and ease of use** of LaunchDarkly, making implementation straightforward and efficient. **Cons:** - Users find **feature flag management cumbersome** , particularly with A/B functionality, tagging, and holdout group handling. - Users note **manual processes for managing flags** , which can hinder efficiency and complicate flag handling. - Users express concern over **missing features** like crypto-signature support and enhanced flag management in LaunchDarkly. - Users are frustrated by the **limited features** of LaunchDarkly, hindering automation and integration capabilities. - Users find the **complex features** of LaunchDarkly cumbersome, complicating environment management and configuration updates. #### What Are Recent G2 Reviews of LaunchDarkly? **"[Fantastic SDK Integrations and a Unified Workflow for Safe Deployments & Experimentation](https://www.g2.com/survey_responses/launchdarkly-review-13086481)"** **Rating:** 4.5/5.0 stars *— Raj K.* [Read full review](https://www.g2.com/survey_responses/launchdarkly-review-13086481) --- **"[Smarter Experimentation Nudges and Powerful Context Targeting](https://www.g2.com/survey_responses/launchdarkly-review-13041707)"** **Rating:** 4.5/5.0 stars *— Shruti P.* [Read full review](https://www.g2.com/survey_responses/launchdarkly-review-13041707) --- #### 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:** 766 **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 value the **ease of use** of Bloomreach, enabling seamless access to insights and effective marketing orchestration. - Users appreciate the **intuitive ease of use** and powerful insights provided by Bloomreach’s reporting tools. - Users appreciate the **intuitive segmentation and targeting** capabilities of Bloomreach, enhancing their customer engagement significantly. - Users highly praise the **outstanding customer support** from Bloomreach, noting their responsiveness and helpfulness in every issue. - Users find Bloomreach to have a **highly intuitive interface** , making it easy for teams to utilize effectively. **Cons:** - Users find the **steep learning curve** of Bloomreach frustrating, impacting efficiency and overall user-friendliness. - Users find **limited features** in Bloomreach, particularly with searchable fields and email design options affecting overall capability. - Users face **missing features** in Bloomreach, affecting searchable fields and report data downloads, necessitating workarounds. - Users experience a **challenging learning curve** with Bloomreach, requiring time and support to navigate its complexity. - Users find the **difficult learning curve** of Bloomreach challenging, requiring time and proper onboarding for effective use. #### What Are Recent G2 Reviews of Bloomreach? **"[Bloomreach Makes Personalisation Easy with Powerful Segmentation and Automation](https://www.g2.com/survey_responses/bloomreach-review-13078543)"** **Rating:** 4.0/5.0 stars *— megan l.* [Read full review](https://www.g2.com/survey_responses/bloomreach-review-13078543) --- **"[Bloomreach Still Shines Years Later](https://www.g2.com/survey_responses/bloomreach-review-7757853)"** **Rating:** 5.0/5.0 stars *— Denise R.* [Read full review](https://www.g2.com/survey_responses/bloomreach-review-7757853) --- #### 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. [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:** 182 **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:** 8.7/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 9.0/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 7.1/10 (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, 35% 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 rave about the **exceptional customer support** of Omniconvert, noting their dedication and helpfulness during complex tasks. - Users appreciate the **remarkable customer support** of Omniconvert, providing responsive help during complex testing scenarios. - Users value the **remarkable ease of use** of Omniconvert, simplifying A/B testing with intuitive features and clear navigation. - Users love the **intuitive interface** of Omniconvert, facilitating easy A/B testing without constant development support. - Users value the **ease of A/B testing** with Omniconvert, appreciating its intuitive platform and exceptional support. **Cons:** - Users note that a **learning curve** exists, particularly for those unfamiliar with A/B testing or complex implementations. - Users express concerns about **poor customer support** , citing insufficient help center resources and challenging implementation processes. - Users find the **interface confusing** , struggling with frequent changes and a lack of clear functionality explanations. - Users express concerns about the **dependency on developers** for complex changes, preferring more user-friendly options. - Users find **missing features** frustrating, especially the lack of benchmarks and metrics for effective experiments. #### What Are Recent G2 Reviews of Omniconvert? **"[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) --- **"[Outstanding A/B Testing Platform With Exceptional Support](https://www.g2.com/survey_responses/omniconvert-review-12063227)"** **Rating:** 5.0/5.0 stars *— Todd S.* [Read full review](https://www.g2.com/survey_responses/omniconvert-review-12063227) --- #### What Are G2 Users Discussing About Omniconvert? - [What is Omniconvert used for?](https://www.g2.com/discussions/what-is-omniconvert-used-for) - 1 comment ### 6. [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:** 981 **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) - Features (170 reviews) - Design Flexibility (158 reviews) - Intuitive (149 reviews) - Flexibility (140 reviews) **Cons:** - Learning Curve (109 reviews) - Limited Features (105 reviews) - Expensive (82 reviews) - Missing Features (82 reviews) - Steep Learning Curve (75 reviews) ### What Do G2 Reviewers Say About Webflow? *AI-generated summary from verified user reviews* **Pros:** - Users enjoy the **ease of use** of Webflow, appreciating its intuitive interface and quick website building capabilities. - Users value the **intuitive visual control** of Webflow, empowering them to create responsive sites effortlessly. - Users value the **design flexibility** of Webflow, enabling fast, responsive site creation with powerful customization options. - Users love the **intuitive visual controls** of Webflow, simplifying website building without needing to code. - Users love Webflow's **flexibility** , enabling quick site creation with options for advanced coding for customization. **Cons:** - Users find the **learning curve challenging** due to an overwhelming interface and complex CMS configurations. - Users find **limited features** in Webflow, especially regarding CMS capabilities and e-commerce functionality. - Users find the **pricing too high** , especially when limited features are offered compared to coding a website from scratch. - Users have noted **missing features** in Webflow, such as multi-language management and flexible code management. - Users find the **steep learning curve** daunting, especially when transitioning from other platforms and dealing with complex setups. #### What Are Recent G2 Reviews of Webflow? **"[Exceptional deep-dive technical support and a highly robust visual architecture platform](https://www.g2.com/survey_responses/webflow-review-13066113)"** **Rating:** 5.0/5.0 stars *— Mario B.* [Read full review](https://www.g2.com/survey_responses/webflow-review-13066113) --- **"[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) --- #### 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 ### 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 (187 reviews) - Easy Setup (165 reviews) - Analytics (151 reviews) - Insights (129 reviews) - Session Recordings (112 reviews) **Cons:** - Learning Curve (106 reviews) - Steep Learning Curve (88 reviews) - Confusion (59 reviews) - Complexity (57 reviews) - Missing Features (52 reviews) ### What Do G2 Reviewers Say About PostHog? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of PostHog, simplifying analytics management and boosting developer efficiency. - Users love the **easy setup** of PostHog, allowing quick integration and seamless project management within minutes. - Users appreciate PostHog for its **ease of use and detailed analytics** , simplifying user behavior tracking and website performance. - Users value the **intuitive interface and detailed insights** of PostHog, aiding in understanding early traffic effectively. - Users find the **session recordings** of PostHog immensely useful for analyzing user behavior effectively. **Cons:** - Users find the **steep learning curve** of PostHog frustrating, as it complicates navigating its features and understanding data. - Users report a **steep learning curve** with PostHog, finding its features challenging and frustrating to navigate effectively. - Users find the **user interface intimidating** , leading to confusion, particularly with SQL queries and admin panel navigation. - Users find the **initial setup complexity** of PostHog challenging, requiring time to navigate and understand its features. - Users note the **missing features** in PostHog, leading to customization challenges and overlooked events. #### What Are Recent G2 Reviews of PostHog? **"[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) --- **"[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) --- #### 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. [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:** 678 **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/ (53 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 appreciate the **ease of use** of EngageBay, seamlessly managing CRM, email marketing, and automation in one dashboard. - Users value the **time-saving automation** of EngageBay, enhancing organization and streamlining daily operations effectively. - Users praise the **exceptional customer support** at EngageBay, noting quick responses and helpful assistance from the support staff. - Users value the **seamless integration** of CRM, email, and automation in EngageBay, enhancing workflow efficiency and reducing tool switching. - Users praise EngageBay for its **streamlined automation** , enhancing efficiency by integrating CRM, email, and support in one platform. **Cons:** - Users find the **missing features** hinder usability, especially for data analysis and email management functionality. - Users experience **limited features** , feeling restricted by the lack of advanced functionalities and usability in EngageBay. - Users find the **reporting features limited** , lacking the depth and detail needed for more specific needs. - Users find the **limited customization** options frustrating, particularly with landing pages and workflows, impacting their overall experience. - Users find the **reporting flexibility** lacking in EngageBay, hindering deeper analytics and advanced customer journey insights. #### What Are Recent G2 Reviews of EngageBay? **"[EngageBay Keeps Customer Conversations Organized and Consistent](https://www.g2.com/survey_responses/engagebay-review-13103051)"** **Rating:** 5.0/5.0 stars *— Lilian B.* [Read full review](https://www.g2.com/survey_responses/engagebay-review-13103051) --- **"[EngageBay Keeps My Work Structured and Organized Every Day](https://www.g2.com/survey_responses/engagebay-review-13098598)"** **Rating:** 4.5/5.0 stars *— Jackie M.* [Read full review](https://www.g2.com/survey_responses/engagebay-review-13098598) --- #### 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) ### 9. [Moosend](https://www.g2.com/products/moosend/reviews) Moosend is an affordable, intuitive email marketing and marketing automation platform, suitable both for beginners and seasoned marketers. Thanks to its 1-day implementation, 130+ email templates, automation recipes, and AI Writer, users can set up their campaigns right away. And they can rest assured emails will reach the inbox as Moosend scores a 98% deliverability rate. They can also use advanced features like Audience Discovery to get smart segments based on customer behavior, transactional emails to send important updates at the right time, and custom reports to track the numbers they need. Users can pick a pricing plan that works for them. Or, create a custom plan with add-ons of their choice. No matter their plan, they can reach the support team through email or chat and get advice on how to optimize their campaigns. Finally, Moosend is GDPR and ISO-27001 compliant and follows all the latest security standards to guarantee customer data remains safe. Try Moosend's core features for free: https://moosend.com/register/ Get a Custom Quote: https://moosend.com/contact-us/sales/ **Average Rating:** 4.6/5.0 **Total Reviews:** 721 **How Do G2 Users Rate Moosend?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.0/10) **Who Is the Company Behind Moosend?** - **Seller:** [Constant Contact](https://www.g2.com/sellers/constant-contact-5aaee82b-8325-4eeb-b7b7-15fada778076) - **Company Website:** https://www.constantcontact.com/home - **Year Founded:** 1995 - **HQ Location:** Waltham, US - **Twitter:** @ConstantContact (67,137 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/constant-contact/ (1,147 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Owner - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 82% Small-Business, 14% Mid-Market #### What Are Moosend's Pros and Cons? **Pros:** - Ease of Use (24 reviews) - Easy Creation (13 reviews) - Customer Support (12 reviews) - Email Marketing (12 reviews) - User-Friendly Interface (12 reviews) **Cons:** - Limited Templates (5 reviews) - Missing Features (5 reviews) - Poor Customer Support (5 reviews) - Learning Curve (4 reviews) - Limited Features (4 reviews) ### What Do G2 Reviewers Say About Moosend? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of Moosend, making email marketing straightforward and accessible for beginners. - Users love the **easy creation of campaigns** in Moosend, enabling great results without design skills or complexity. - Users appreciate the **solid and immediate customer support** from Moosend, enhancing their experience and learning curve. - Users appreciate the **user-friendly email templates** of Moosend, enabling easy creation of professional campaigns with minimal effort. - Users love the **user-friendly interface** of Moosend, making their newsletter management seamless and enjoyable. **Cons:** - Users find **limited templates** in Moosend, wishing for more variety and modern aesthetics to enhance their designs. - Users note a **lack of features** in Moosend, particularly in customizability and image management options. - Users experience **poor customer support** , particularly with unhelpful email responses that can be condescending to new users. - Users find the **learning curve steep** for Moosend, requiring time to fully utilize its advanced features. - Users note the **limited features** in Moosend, especially regarding templates and advanced functionalities compared to competitors. #### What Are Recent G2 Reviews of Moosend? **"[Moosend Makes Email Automations Fast, Visual, and Stress-Free for Non-Coders](https://www.g2.com/survey_responses/moosend-review-12656353)"** **Rating:** 4.5/5.0 stars *— Nikki M.* [Read full review](https://www.g2.com/survey_responses/moosend-review-12656353) --- **"[Simplicity and Power Meet in Moosend](https://www.g2.com/survey_responses/moosend-review-12703536)"** **Rating:** 5.0/5.0 stars *— Fouad B.* [Read full review](https://www.g2.com/survey_responses/moosend-review-12703536) --- #### What Are G2 Users Discussing About Moosend? - [What is Moosend used for?](https://www.g2.com/discussions/what-is-moosend-used-for) - 4 comments - [How do you use Moosend?](https://www.g2.com/discussions/how-do-you-use-moosend) - 2 comments - [How does Moosend work?](https://www.g2.com/discussions/how-does-moosend-work) - 1 comment - [What is Moosend?](https://www.g2.com/discussions/what-is-moosend) - 2 comments ### 10. [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 appreciate the **ease of use** of MoEngage, highlighting its user-friendly interface and manageable data system. - Users appreciate the **easy funnel building** and **real-time segments** , enhancing insight and decision-making capabilities. - Users value the **real-time analytics and easy funnel building** in MoEngage, enhancing product decisions and user insights. - Users find MoEngage **extremely helpful** for segmentation, campaign management, and simplifying complex data for better outcomes. - Users value the **easy campaign management** of MoEngage, enhancing lead generation and simplifying data complexities effectively. **Cons:** - Users find the **missing session-related attributes** frustrating, needing tech help for profile updates and notification issues. - Users find the **steep learning curve** challenging, requiring significant time to understand MoEngage's full potential. - Users note the **limitations in live features and AI performance** of MoEngage, impacting overall satisfaction and functionality. - Users find **complexity** in managing segments and AI features, leading to confusion in the overall experience. - Users find the **difficult learning** curve with MoEngage challenging, especially for new users exploring its features. #### 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 ### 11. [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:** 4,386 **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 appreciate the **ease of use** of Agentforce Marketing, enabling streamlined automation and flexible email personalization effortlessly. - Users appreciate the **robust automation capabilities** of Agentforce Marketing, enhancing multi-channel customer engagement seamlessly. - Users highlight the **seamless integrations** with various messaging channels, enhancing mobile engagement and user experience. - Users admire the **powerful automation and customization** tools in Agentforce Marketing, enhancing personalized email marketing campaigns. - Users value the **powerful features and user-friendly design** of Agentforce Marketing for managing sales and customer data. **Cons:** - Users find the **learning curve steep** , needing more time and effort to effectively use Agentforce Marketing. - Users face a **steep learning curve** with Agentforce Marketing, necessitating significant time and effort to master. - Users find the **complexity** of Agentforce Marketing challenging, especially for those without prior technical experience. - Users find the **product expensive** , especially compared to cheaper alternatives available in the market. - Users find the **complex usage** of Agentforce Marketing challenging, especially with setup, navigation, and required SQL knowledge. #### 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 ### 12. [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:** 300 **How Do G2 Users Rate Harness Platform?** - **Has the product been a good partner in doing business?:** 9.3/10 (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:** 43% Enterprise, 38% Mid-Market #### What Are Harness Platform's Pros and Cons? **Pros:** - Ease of Use (114 reviews) - Features (73 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 appreciate the **ease of use** of Harness Platform, making implementation and configuration seamless and efficient. - Users value the **ease of use and flexibility** in targeting features within the Harness Platform. - Users appreciate the **user-friendly interface** of Harness Platform for easily managing and deploying feature flags. - Users find the **easy setup** of Harness Platform quick and efficient, leading to immediate cost savings and satisfaction. - Users value the **easy integrations** with SSO and tools that streamline software delivery on the Harness Platform. **Cons:** - Users note a **lack of multiple filters** in Harness Platform, limiting flexibility for advanced customization and usability. - Users face **limitations in configuration management** , including issues with renaming and deleting toggles that complicate usability. - Users note a **lack of multiple filters** and missing features in the Harness Platform, limiting its overall usability. - Users find the **steep learning curve** challenging, particularly due to complicated settings and insufficient documentation. - Users find the **UI complex and clunky** , which can complicate the overall user experience with the platform. #### What Are Recent G2 Reviews of Harness Platform? **"[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) --- **"[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) --- #### 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 ### 13. [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:** 221 **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:** - Ease of Use (25 reviews) - Customer Support (24 reviews) - Helpful (18 reviews) - User Interface (11 reviews) - Analytics (10 reviews) **Cons:** - Learning Curve (8 reviews) - Difficult Learning (6 reviews) - Learning Difficulty (5 reviews) - Steep Learning Curve (5 reviews) - Poor Interface Design (4 reviews) ### What Do G2 Reviewers Say About Webtrends Optimize? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **user-friendly interface** of Webtrends Optimize, making setup and testing quick and straightforward. - Users appreciate the **excellent customer support** from Webtrends Optimize, ensuring quick and thorough assistance at all times. - Users value the **helpful support team** at Webtrends Optimize, appreciating their responsiveness and willingness to assist. - Users appreciate the **clean and user-friendly UI** of Webtrends Optimize, enhancing navigation and overall workflow efficiency. - Users appreciate the **clear insights** provided by Webtrends Optimize, enhancing their ability to make informed decisions. **Cons:** - Users find the **learning curve steep** , as the UI can be clunky and advanced features challenging to navigate. - Users find **difficult learning** curves in Webtrends Optimize, particularly with custom goals and the advanced editor's complexity. - Users find the **learning difficulty** of Webtrends Optimize frustrating, particularly with the advanced features and documentation. - Users note a **steep learning curve** with Webtrends Optimize, particularly for those without a technical background. - Users find the **poor interface design** of Webtrends Optimize challenging, affecting navigation and ease of use. #### What Are Recent G2 Reviews of Webtrends Optimize? **"[User-Friendly with an Exceptionally Helpful Service Desk](https://www.g2.com/survey_responses/webtrends-optimize-review-13122736)"** **Rating:** 4.5/5.0 stars *— Verified User in Leisure, Travel & Tourism* [Read full review](https://www.g2.com/survey_responses/webtrends-optimize-review-13122736) --- **"[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) --- #### 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) ### 14. [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 **responsive customer support** from Kameleoon, benefiting from daily assistance and expert guidance. - Users appreciate the **user-friendly interface** of Kameleoon, making it intuitive and easy to navigate. - Users appreciate the **intuitive A/B testing capabilities** of Kameleoon, enhancing CRO with diverse features and clear results. - Users find Kameleoon's setup to be **easy and quick** , facilitating seamless web experimentation and A/B testing. - Users value the **extensive targeting options** and seamless integration that enhance experimentation and personalization efforts. **Cons:** - Users find the **developer dependency** limits the usability of Kameleoon, complicating test setups without technical skills. - Users find the **difficult learning curve** impacts their ability to create tests without technical expertise effectively. - Users find the **learning curve steep** with Kameleoon, necessitating time and developer resources for effective use. - Users find the **difficulty of use** in Kameleoon overwhelming, requiring technical knowledge and additional developer assistance. - Users face challenges with **complex features** , requiring developer support and external tools for effective functionality. #### 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) ### 15. [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:** 235 **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 (122 reviews) - Customer Support (87 reviews) - Easy Creation (63 reviews) - Easy Setup (57 reviews) - Landing Pages (37 reviews) **Cons:** - Learning Curve (19 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 love the **ease of use** of FlexiFunnels, enabling simple drag-and-drop creation of websites and landing pages. - Users commend the **excellent customer support** of FlexiFunnels, noting quick responses and helpful assistance at all times. - Users love FlexiFunnels for its **easy creation** of high-converting sales pages, simplifying their online business needs. - Users love the **easy setup** of FlexiFunnels, appreciating the clear guidance and user-friendly features for a smooth experience. - Users praise the **ease of creating landing pages** with FlexiFunnels, making it accessible for non-technical individuals. **Cons:** - Users find the **learning curve steep** initially but appreciate support once they become familiar with FlexiFunnels. - Users are frustrated by the **missing features** in FlexiFunnels, especially the lack of certificate functionality for webinars. - Users express frustration over **poor customer support** from FlexiFunnels, experiencing delays and unhelpful responses after payment. - Users wish for **more advanced customization options** and additional templates for niche-specific funnels with improved performance. - Users desire **more integrations** for FlexiFunnels, particularly with CRM and Meta platforms, to enhance 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) --- ### 16. [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) - **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 find Fibr AI highly **easy to use** , seamlessly enabling dynamic page personalization and efficient integration with custom setups. - Users appreciate the **ease of personalization** with Fibr, enabling efficient and varied landing page creation for campaigns. - Users benefit from **personalized landing pages** that enhance content quality and improve click rates effectively. - Users value the **automation capabilities** of Fibr AI, facilitating effortless personalization of landing pages for campaigns. - Users value the **efficiency** of Fibr AI, saving hours on reporting and optimizing campaigns effortlessly. **Cons:** - Users often experience a **learning curve** that can delay understanding and setting up Fibr AI features efficiently. - Users note the **need for improvement** in Fibr AI's preview and image AI creation features for better accuracy. - Users find the **difficult setup** process requires significant coordination and assistance from the Fibr team during onboarding. - Users find a need for **missing features** like better previews and automation in Fibr AI's personalization process. - Users wish for **more customization options** in Fibr AI, particularly for deeper and more personalized reports. #### What Are Recent G2 Reviews of Fibr AI? **"[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) --- **"[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) --- ### 17. [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 admire the **intuitive interface** of Optimizely Web Experimentation, facilitating effortless A/B testing and optimization. - Users love the **simple interface** of Optimizely Web Experimentation, facilitating easy management of complex A/B tests. - Users value the **easy setup** of Optimizely, enabling effortless A/B testing and digital experience optimization. - Users value the **robust features** of Optimizely Web Experimentation, balancing ease of use with advanced configuration options. - Users value the **ease of running A/B tests** with Optimizely, making optimization straightforward without developer dependency. **Cons:** - Users find the platform's **steep learning curve** challenging, requiring prior knowledge for effective experimentation setup. - Users find Optimizely Web Experimentation's interface to be **difficult to learn** , necessitating assistance for effective use. - Users find Optimizely Web Experimentation to have a **steep learning curve** , requiring technical knowledge for effective use. - Users face **testing difficulties** with backlog management and interpreting metrics, hindering the overall experimentation process. - Users find that **coding difficulties** complicate the setup of experiments, requiring more development work than anticipated. #### 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) ### 18. [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:** 42 **How Do G2 Users Rate Varify.io®?** - **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 9.1/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 9.1/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 5.7/10 (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, Apparel & Fashion - **Company Size:** 71% Small-Business, 24% Mid-Market #### What Are Varify.io®'s Pros and Cons? **Pros:** - Affordable (2 reviews) - Integrations (2 reviews) - Search Efficiency (2 reviews) - A/B Testing (1 reviews) - Customer Support (1 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 **affordability** of Varify.io®, appreciating its effectiveness and simplicity for A/B testing. - Users highlight the **seamless integrations** of Varify.io, enhancing data analysis and A/B testing efficiency for all skill levels. - Users value the **search efficiency** of Varify.io®, enabling quick access to vital information for their A/B testing needs. - Users praise **Varify's ease of use and exceptional support** , making A/B testing seamless and efficient for their businesses. - Users highlight the **exceptional customer support** from Varify, appreciating their responsiveness and tailored assistance. **Cons:** - Users experience **confusion in navigation** when trying to locate the right experiment in the dashboard overview. - Users find the **dashboard overview lacking** , making it challenging to quickly locate the desired experiment. - Users find it sometimes challenging to select elements in the editor, indicating **editing issues** that can be frustrating. - Users desire more **segment filters** in Varify.io®'s reporting section to enhance data analysis capabilities. - Users find the **learning curve for audience targeting** challenging due to its reliance on JavaScript knowledge. #### What Are Recent G2 Reviews of Varify.io®? **"[Powerful and easy-to-use A/B testing platform](https://www.g2.com/survey_responses/varify-io-review-13103559)"** **Rating:** 5.0/5.0 stars *— Maximilian L.* [Read full review](https://www.g2.com/survey_responses/varify-io-review-13103559) --- **"[Radically Simple A/B Testing with Powerful MCP Integration](https://www.g2.com/survey_responses/varify-io-review-13116282)"** **Rating:** 5.0/5.0 stars *— Michel K.* [Read full review](https://www.g2.com/survey_responses/varify-io-review-13116282) --- ### 19. [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:** 80 **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, 30% Small-Business #### What Are Voyado's Pros and Cons? **Pros:** - Ease of Use (24 reviews) - Customer Support (16 reviews) - Features (13 reviews) - Helpful (12 reviews) - Easy Setup (11 reviews) **Cons:** - Limited Features (10 reviews) - Missing Features (8 reviews) - Learning Curve (6 reviews) - Integration Issues (5 reviews) - Complex Features (4 reviews) ### What Do G2 Reviewers Say About Voyado? *AI-generated summary from verified user reviews* **Pros:** - Users value the **intuitive and user-friendly interface** of Voyado, streamlining tasks and enhancing overall usability. - Users appreciate the **fast and professional customer support** from Voyado, enhancing their overall experience and satisfaction. - Users love the **intuitive and user-friendly interface** of Voyado, enabling effective marketing without technical barriers. - Users commend the **helpful support** from Voyado, enhancing their overall experience with the platform's features and integration. - Users praise the **easy setup** of Voyado, appreciating its straightforward documentation and user-friendly design. **Cons:** - Users find Voyado's **limited features** frustrating, particularly for advanced analysis and on-site messaging flexibility. - Users feel the **missing features** hinder full utilization of Voyado, particularly in reporting and statistics capabilities. - Users find the **learning curve steep** due to insufficient documentation and slow onboarding, affecting overall ease of use. - Users face **integration issues** with Voyado, requiring significant setup effort and custom coding to align with existing systems. - Users find the **complex features** of Voyado frustrating, requiring developers for setups and a steep learning curve. #### What Are Recent G2 Reviews of Voyado? **"[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) --- **"[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) --- #### What Are G2 Users Discussing About Voyado? - [What is Voyado used for?](https://www.g2.com/discussions/what-is-voyado-used-for) ### 20. [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 the **exceptional customer support** from Croct, enhancing their overall experience and ease of use. - Users appreciate the **personalization features** of Croct, enhancing user experience and boosting conversion rates effectively. - Users praise the **ease of use** of Croct, noting quick implementation and intuitive features for diverse teams. - Users appreciate the **intuitive layout and ease of use** of Croct for effective A/B testing and audience analysis. - Users praise the **implementation ease** of Croct, achieving quick project launches and seamless integration with excellent support. **Cons:** - Users note a **steep learning curve** for advanced features, requiring time and technical knowledge for initial setup. - Users find the **complexity of configurations** in Croct challenging, especially with slots and iframes. - Users report that the **difficult setup** can be challenging, especially for those lacking technical knowledge. - Users find the **complex features** of Croct confusing, with a challenging learning curve for the web UI interface. - Users find Croct's **limitations in flexibility and required developer support** hinder their ability to create experiences easily. #### What Are Recent G2 Reviews of Croct? **"[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) --- **"[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) --- ### 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:** 335 **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** of NotifyVisitors, enabling effortless client journeys and efficient business management. - Users value the **ease of use** with NotifyVisitors, enjoying a streamlined experience for their marketing efforts. - Users value the **excellent customer engagement** features of Nvecta, simplifying audience interaction and enhancing marketing efforts. - Users benefit from **awesome customer support** that is always fast and ready to help with any inquiries. **Cons:** - Users find the **learning curve challenging** , as onboarding and understanding features can be time-consuming for new users. - Users express concerns over **missing features** , particularly in customization and dashboard reporting, hindering overall effectiveness. - Users find the product **extremely costly** , making it difficult for new companies to afford and utilize effectively. - Users find the **limited customization** options frustrating, as it restricts adaptability and hampers effective use of the platform. - Users find Nvecta to be **not intuitive** , struggling with complex dashboards and difficult customization options. #### What Are Recent G2 Reviews of Nvecta? **"[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) --- **"[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) --- #### 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. [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 (4 reviews) - Personalization (4 reviews) - A/B Testing (2 reviews) - Analytics (2 reviews) - Automation (2 reviews) **Cons:** - Developer Dependence (2 reviews) - Time-Consuming (2 reviews) - Analytics Issues (1 reviews) - Bug Issues (1 reviews) - Bugs (1 reviews) ### What Do G2 Reviewers Say About Dynamic Yield? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **exceptional customer support** from Dynamic Yield, which enhances the implementation and optimization processes significantly. - Users highlight the **advanced personalization capabilities** of Dynamic Yield, driving significant revenue growth and seamless experiences. - Users appreciate the **easy A/B testing** capabilities of Dynamic Yield, which enhance their personalization efforts and drive results. - Users value the **real-time analytics** of Dynamic Yield, facilitating informed decisions and enhancing conversion rates. - Users appreciate the **automation features** of Dynamic Yield, enhancing customer experiences with ease and powerful algorithms. **Cons:** - Users experience **developer dependence** , as custom codes and extensive integrations slow down the implementation process. - Users find the **integration process time-consuming** , needing page-by-page work and facing challenges with AB testing. - Users note **limited built-in analytics capabilities** in Dynamic Yield, requiring workarounds for comprehensive data insights. - Users find the **UI clunky and buggy** , leading to a frustrating experience with manual input and recommendations. - Users experience **clunky and buggy UI** issues, making manual input and specific product recommendations frustrating. #### 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) ### 23. [Amplitude Feature Experimentation](https://www.g2.com/products/amplitude-feature-experimentation/reviews) Part of the Amplitude AI Analytics Platform, Amplitude Feature Experimentation lets you test and control your products with the same user data in your analytics. Roll out tests quicker and get more meaningful results that drive product growth. Feature Experimentation makes it easy for product teams, data teams, engineering teams, or any team to run better tests: • Self-service experimentation guides you through designing, shipping, and seeing results—no engineering resources needed • Performance capabilities like T-tests, CUPED, and multi-arm bandits let you test rigorously without sacrificing control or performance • Target precisely with behavioral cohorts and identity resolution that fuel personalize at scale • Smarter feature flags are as easy to deploy to user segments as they are to roll back • Unlock a culture of experimentation with increased testing velocity and results you can share across your org And with Feature Experimentation integrated in the rest of the Amplitude platform, your tests connect seamlessly with your insights. Spin up a conversion test from a funnel chart, watch tester behavior in session replays, and retarget based on experiment data. Plus, you can consolidate your tech stack. Amplitude Feature Experimentation is a smarter, faster way to test and innovate. Ditch the guesswork and discover what really drives growth. **Average Rating:** 4.1/5.0 **Total Reviews:** 40 **How Do G2 Users Rate Amplitude Feature Experimentation?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 8.8/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 8.3/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 5.8/10 (Category avg: 7.4/10) **Who Is the Company Behind Amplitude Feature Experimentation?** - **Seller:** [Amplitude](https://www.g2.com/sellers/amplitude) - **Company Website:** https://amplitude.com - **Year Founded:** 2012 - **HQ Location:** San Francisco, CA - **Twitter:** @Amplitude_HQ (22,465 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3626155/ (1,003 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Product Manager - **Top Industries:** Computer Software - **Company Size:** 61% Mid-Market, 29% Small-Business #### What Are Amplitude Feature Experimentation's Pros and Cons? **Pros:** - Experimentation (12 reviews) - Analytics (11 reviews) - Ease of Use (10 reviews) - A/B Testing (9 reviews) - Easy Setup (7 reviews) **Cons:** - Limitations (6 reviews) - Complex Features (5 reviews) - Complexity (4 reviews) - Missing Features (4 reviews) - Need for Improvement (4 reviews) ### What Do G2 Reviewers Say About Amplitude Feature Experimentation? *AI-generated summary from verified user reviews* **Pros:** - Users value the **seamless integration** of Amplitude Feature Experimentation with dashboards, enhancing A/B testing and analytics precision. - Users appreciate the **in-depth analytics** from Amplitude Feature Experimentation, enhancing understanding of user behavior and performance. - Users find Amplitude Feature Experimentation **easy to use** , with quick setup and seamless control over experiments. - Users value the **ease of setting up A/B tests** with Amplitude, allowing quick and effective experimentation. - Users appreciate the **easy setup** of Amplitude Feature Experimentation, making it simple to initiate experiments and analyze data. **Cons:** - Users experience **limitations in user triangulation and cohort export** , hindering effective experimentation and analysis processes. - Users find the **complex features** of Amplitude Feature Experimentation overwhelming and sometimes confusing to navigate effectively. - Users find the **complexity** of features in Amplitude Feature Experimentation overwhelming and sometimes confusing to navigate. - Users find **missing features** in Amplitude Feature Experimentation, including advanced statistical methods and export options, limiting its usability. - Users highlight a **need for improvement** in UI/UX support and self-service features to enhance performance. #### What Are Recent G2 Reviews of Amplitude Feature Experimentation? **"[Deep Amplitude Integration Makes Experimentation and Follow-Up Analysis Easy](https://www.g2.com/survey_responses/amplitude-feature-experimentation-review-12887991)"** **Rating:** 4.0/5.0 stars *— Mike R.* [Read full review](https://www.g2.com/survey_responses/amplitude-feature-experimentation-review-12887991) --- **"[Seamless Experiment Setup with Robust, Statistically Backed Results](https://www.g2.com/survey_responses/amplitude-feature-experimentation-review-12889763)"** **Rating:** 4.5/5.0 stars *— Sourabh A.* [Read full review](https://www.g2.com/survey_responses/amplitude-feature-experimentation-review-12889763) --- #### What Are G2 Users Discussing About Amplitude Feature Experimentation? - [Is SaaS an amplitude?](https://www.g2.com/discussions/is-saas-an-amplitude) - [Does amplitude have AB testing?](https://www.g2.com/discussions/does-amplitude-have-ab-testing) - [What is amplitude technology?](https://www.g2.com/discussions/what-is-amplitude-technology) - [What is amplitude software used for?](https://www.g2.com/discussions/what-is-amplitude-software-used-for) ### 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 praise the **ease of use** of Convert Experiences, highlighting its straightforward setup and management capabilities. - Users value the **excellent and responsive customer support** of Convert Experiences, enhancing their overall user experience. - Users appreciate the **easy setup** of Convert Experiences, allowing for quick implementation and seamless integration into websites. - Users appreciate the **ease of use and comprehensive features** of Convert Experiences for effective A/B testing. - Users value the **effective experimentation capabilities** of Convert Experiences, leading to significant improvements in conversion rates. **Cons:** - Users note a **lack of API integration** , which limits functionality with other tools like Google Ads and heatmaps. - Users find the **subscription options limiting** and face challenges with niche applications and iframe experiments. - Users find the **time-consuming delays** in updates and test deployments frustrating, impacting their development process. - Users find **tracking issues** with Convert Experiences challenging, noting difficulties in revenue tracking and goal management. - Users report encountering **numerous bug issues** with Convert Experiences, though support responds quickly to address them. #### What Are Recent G2 Reviews of Convert Experiences? **"[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) --- **"[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) --- #### 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. [Evolv AI](https://www.g2.com/products/evolv-ai/reviews) Evolv AI is an automated design thinking platform that understands your experimentation goals, guides you in making effective experimentation decisions, and continuously learns from the outcomes of those decisions. **Average Rating:** 4.9/5.0 **Total Reviews:** 15 **How Do G2 Users Rate Evolv AI?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.0/10) - **Reporting and Analytics:** 9.5/10 (Category avg: 8.5/10) - **Multivariate testing capacities:** 9.8/10 (Category avg: 8.6/10) - **AI/Machine Learning:** 9.7/10 (Category avg: 7.4/10) **Who Is the Company Behind Evolv AI?** - **Seller:** [Evolv AI](https://www.g2.com/sellers/evolv-ai) - **Company Website:** https://www.evolv.ai/ - **Year Founded:** 2019 - **HQ Location:** San Francisco, CA - **Twitter:** @EvolvAI (271 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/evolvai/ (21 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Telecommunications - **Company Size:** 67% Enterprise, 27% Mid-Market #### What Are Recent G2 Reviews of Evolv AI? **"[Evolv AI Makes Experimentation Faster with Seamless Integrations and Strong Support](https://www.g2.com/survey_responses/evolv-ai-review-13079282)"** **Rating:** 5.0/5.0 stars *— Hazel F.* [Read full review](https://www.g2.com/survey_responses/evolv-ai-review-13079282) --- **"[A great way to level up site testing](https://www.g2.com/survey_responses/evolv-ai-review-9234779)"** **Rating:** 4.5/5.0 stars *— Jenna H.* [Read full review](https://www.g2.com/survey_responses/evolv-ai-review-9234779) --- #### What Are G2 Users Discussing About Evolv AI? - [What is Evolv Technologies used for?](https://www.g2.com/discussions/what-is-evolv-technologies-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? - [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) --- ## 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.