--- title: Singular Reviews meta\_title: 'Singular Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 529 reviews by the users' company size, role or industry to find out how Singular works for a business like yours. aggregate\_rating: rating\_value: 4.6 review\_count: 529 scale: '5' date\_modified: '2026-08-10' parent\_category: name: Marketing url: https://www.g2.com/categories/marketing --- ### Singular Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users highlight the **exceptional customer support** of Singular, noting quick responses and effective problem-solving. [(80 mentions)](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1802764&qs=pros-and-cons#reviews) Users find Singular to be **easy to implement and user-friendly** , enhancing their campaign management experience significantly. [(64 mentions)](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1803007&qs=pros-and-cons#reviews) Users find Singular's **support and customer service invaluable** , providing timely assistance and tailored solutions effectively. [(47 mentions)](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1803138&qs=pros-and-cons#reviews) Users appreciate the **flexibility and customization** of Singular, enhancing their data analysis and decision-making processes. [(46 mentions)](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1801961&qs=pros-and-cons#reviews) Users value the **clear and user-friendly reporting** capabilities of Singular, enhancing campaign management and support. [(36 mentions)](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1802111&qs=pros-and-cons#reviews) Users note the **poor interface design** of Singular, finding some workflows and UI elements unintuitive and cumbersome. [(18 mentions)](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1802289&qs=pros-and-cons#reviews) Users find the **UI lacking** , as it requires additional support and flexibility for a smoother experience. [(18 mentions)](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1802909&qs=pros-and-cons#reviews) Users note the **limited sharing options** and struggle with accuracy in conversions, impacting trust in performance data. [(16 mentions)](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1802128&qs=pros-and-cons#reviews) Users note **data limitations** like incomplete conversions and delayed reporting, impacting campaign optimization and trust in results. [(15 mentions)](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1801452&qs=pros-and-cons#reviews) Users experience **limited attribution capabilities** with Singular, resulting in gaps and inaccuracies in performance analysis for campaigns. [(15 mentions)](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1801671&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Singular ##### 1. Customer Support Users highlight the **exceptional customer support** of Singular, noting quick responses and effective problem-solving. [ See 80 mentions ](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1802764&qs=pros-and-cons#reviews) See Related User Reviews ![Gil G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gil G.") GG Gil G. Small-Business (50 or fewer emp.) 4.0/5 "Supportive, Professional but Complex Integration" What do you like about Singular? I like the support and professionalism provided by Singular. They help me mostly with tracking issues regarding mutual partners and attribution with m ![Asaf T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Asaf T.") AT Asaf T. Enterprise (\> 1000 emp.) 5.0/5 "The MMP that does it alll" What do you like about Singular? Super attentive to what the client is looking for. ##### 2. Ease of Use Users find Singular to be **easy to implement and user-friendly** , enhancing their campaign management experience significantly. [ See 64 mentions ](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1803007&qs=pros-and-cons#reviews) See Related User Reviews ![Asaf T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Asaf T.") AT Asaf T. Enterprise (\> 1000 emp.) 5.0/5 "The MMP that does it alll" What do you like about Singular? Super attentive to what the client is looking for. ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 5.0/5 "Customizable and Efficient with Excellent Support" What do you like about Singular? The team at Singular is knowledgeable, and the product is very customizable, allowing for a variety of use cases. The support team responds in a very ##### 3. Helpful Users find Singular's **support and customer service invaluable** , providing timely assistance and tailored solutions effectively. [ See 47 mentions ](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1803138&qs=pros-and-cons#reviews) See Related User Reviews ![Gil G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gil G.") GG Gil G. Small-Business (50 or fewer emp.) 4.0/5 "Supportive, Professional but Complex Integration" What do you like about Singular? I like the support and professionalism provided by Singular. They help me mostly with tracking issues regarding mutual partners and attribution with m ![Asaf T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Asaf T.") AT Asaf T. Enterprise (\> 1000 emp.) 5.0/5 "The MMP that does it alll" What do you like about Singular? Super attentive to what the client is looking for. ##### 4. Features Users appreciate the **flexibility and customization** of Singular, enhancing their data analysis and decision-making processes. [ See 46 mentions ](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1801961&qs=pros-and-cons#reviews) See Related User Reviews ![Leslie L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Leslie L.") LL Leslie L. Mid-Market (51-1000 emp.) 5.0/5 "Great Tech and Service, but Exporting and Filtering Need Improvement" What do you like about Singular? The platform itself and the tech forward offering to measure SKAN performance, as well as the service. Renzo our account manager is great. ![Mohit G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mohit G.") MG Mohit G. Small-Business (50 or fewer emp.) 4.5/5 "Singular Makes Marketing Attribution Clear with Clean Dashboards and Smooth Integrations" What do you like about Singular? Singular is easy to use and gives very clear insights into marketing and attribution data. The dashboard is clean, reports are reliable, and integrati ##### 5. Reporting Users value the **clear and user-friendly reporting** capabilities of Singular, enhancing campaign management and support. [ See 36 mentions ](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1802111&qs=pros-and-cons#reviews) See Related User Reviews ![Asaf T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Asaf T.") AT Asaf T. Enterprise (\> 1000 emp.) 5.0/5 "The MMP that does it alll" What do you like about Singular? Super attentive to what the client is looking for. ![Itay F.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Itay F.") IF Itay F. Mid-Market (51-1000 emp.) 4.5/5 "Singular Makes Campaign Reporting Easy, Reliable, and Time-Saving" What do you like about Singular? Singular is very easy to use and reliable. It helps me see all my campaign data in one place and make quick decisions. The reporting is clear, and it ### 5 Cons or Disadvantages of Singular ##### 1. Poor Interface Design Users note the **poor interface design** of Singular, finding some workflows and UI elements unintuitive and cumbersome. [ See 18 mentions ](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1802289&qs=pros-and-cons#reviews) See Related User Reviews ![Anastasiya L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Anastasiya L.") AL Anastasiya L. Mid-Market (51-1000 emp.) 5.0/5 "Flexible, Transparent UA Analytics with Powerful Custom Dashboards" What do you dislike about Singular? What I dislike about Singular is that cost integrations can sometimes be complex and unstable, especially when working with non-standard partners or c ![Marco R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Marco R.") MR Marco R. Mid-Market (51-1000 emp.) 5.0/5 "Easy-to-Use MMP with Clear, Actionable Business Metrics" What do you dislike about Singular? Sometimes creating links is not that intuitive ##### 2. Poor UI Users find the **UI lacking** , as it requires additional support and flexibility for a smoother experience. [ See 18 mentions ](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1802909&qs=pros-and-cons#reviews) See Related User Reviews ![Anastasiya L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Anastasiya L.") AL Anastasiya L. Mid-Market (51-1000 emp.) 5.0/5 "Flexible, Transparent UA Analytics with Powerful Custom Dashboards" What do you dislike about Singular? What I dislike about Singular is that cost integrations can sometimes be complex and unstable, especially when working with non-standard partners or c ![Adi B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adi B.") AB Adi B. Mid-Market (51-1000 emp.) 4.5/5 "Powerful attribution tool backed by a very responsive team" What do you dislike about Singular? There are some limitations around data exports. The UI can make it difficult to export large datasets, and it can also be hard to access data that’s o ##### 3. Limitations Users note the **limited sharing options** and struggle with accuracy in conversions, impacting trust in performance data. [ See 16 mentions ](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1802128&qs=pros-and-cons#reviews) See Related User Reviews ![Leslie L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Leslie L.") LL Leslie L. Mid-Market (51-1000 emp.) 5.0/5 "Great Tech and Service, but Exporting and Filtering Need Improvement" What do you dislike about Singular? Exporting features could be improved, they seem clunky. Also filtering within reports. ![Adi B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adi B.") AB Adi B. Mid-Market (51-1000 emp.) 4.5/5 "Powerful attribution tool backed by a very responsive team" What do you dislike about Singular? There are some limitations around data exports. The UI can make it difficult to export large datasets, and it can also be hard to access data that’s o ##### 4. Data Limitations Users note **data limitations** like incomplete conversions and delayed reporting, impacting campaign optimization and trust in results. [ See 15 mentions ](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1801452&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") I Verified User Mid-Market (51-1000 emp.) 5.0/5 "Consumer in Gaming" What do you dislike about Singular? It would be great if Singular team has automatic monitoring of data issues that might ariase on the way (we experienced some duplicates which were hil ![Adi B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adi B.") AB Adi B. Mid-Market (51-1000 emp.) 4.5/5 "Powerful attribution tool backed by a very responsive team" What do you dislike about Singular? There are some limitations around data exports. The UI can make it difficult to export large datasets, and it can also be hard to access data that’s o ##### 5. Limited Attribution Capabilities Users experience **limited attribution capabilities** with Singular, resulting in gaps and inaccuracies in performance analysis for campaigns. [ See 15 mentions ](https://www.g2.com/products/singular/reviews?filters%5Bsentiment_snippet%5D=1801671&qs=pros-and-cons#reviews) See Related User Reviews ![Asaf T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Asaf T.") AT Asaf T. Enterprise (\> 1000 emp.) 5.0/5 "The MMP that does it alll" What do you dislike about Singular? Their UI feels outdated for the AI age. would definitely refresh how the UI looks and feels ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.0/5 "Easy Integrations and Smooth Setup with Helpful Support" What do you dislike about Singular? I think that the attribution modelling for web environment could be improved more but I didn't check for a while - maybe it was improved since last ti ![Vanessa A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vanessa A.") VA Vanessa A. Sr AdOps Team Lead Small-Business (50 or fewer emp.) 8/18/2025 "Singular Reporting & Monique are Great!!" 5/5 What do you like best about Singular? Singular reporting has been incredibly helpful with standardizing the way we report spend for our partners. I'm grateful for the platform and the amazing help and support from their team, especially Monique! She is always quick to respond and is so knowledgable. Review collected by and hosted on G2.com. What do you dislike about Singular? No complaints, it's great that so many partners are supported which makes integration a breeze! Review collected by and hosted on G2.com. What problems is Singular solving and how is that benefiting you? We had a situation where we needed a custom column in our reporting to support mapping in our system, and the Singular team was able to implement this with ease. We also now don't need to create custom reporting solutions for each partner we're working with, we instead just need to add them as a data connector in Singular and they handle the rest! Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Alejandra O.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Alejandra O.") AO Alejandra O. 10/13/2025 "Improved Our Campaign Measurement with Advanced Traceability" 4/5 What do you like best about Singular? I like how Singular handles deeplinking, which allows us to move web users to the app and take them to specific sites, providing detailed measurement of sales, installations, and users. Additionally, I appreciate its segment analysis and data management capabilities, which are very valuable to us. The cross-device tracking it offers is especially beneficial for us. Also, Singular's help sessions were crucial in resolving our doubts and thoroughly understanding the platform's functionalities and tools. Review collected by and hosted on G2.com. What do you dislike about Singular? At first, it was a bit complicated to understand the Singular platform. Review collected by and hosted on G2.com. What problems is Singular solving and how is that benefiting you? I use Singular to redirect web users to the app with deep links, which allows me to measure sales, installations, and campaign engagement. Additionally, its data handling and cross-device visibility are invaluable. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite on behalf of sellerAI Translated ![Itay F.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Itay F.") IF Itay F. Senior User Acqisition Mid-Market (51-1000 emp.) 2/11/2026 "Singular Makes Campaign Reporting Easy, Reliable, and Time-Saving" 4.5/5 What do you like best about Singular? Singular is very easy to use and reliable. It helps me see all my campaign data in one place and make quick decisions. The reporting is clear, and it saves me a lot of time every week. Review collected by and hosted on G2.com. What do you dislike about Singular? i can not play with the order in the metrics options Review collected by and hosted on G2.com. What problems is Singular solving and how is that benefiting you? Singular brings all our marketing data into one place with accurate attribution. This makes optimization faster and helps us understand ROI clearly. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Varun B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Varun B.") VB Varun B. Marketing Managwr Mid-Market (51-1000 emp.) 10/10/2019 "Amazing Tool with Immediate benefits!" 4.5/5 What do you like best about Singular? Fraud detection feature helped save $$$s for us. Creative insights was a paid add-on, but a helpful tool to streamline how each creative performs. Review collected by and hosted on G2.com. What do you dislike about Singular? After sales support and commercials can be improved. Review collected by and hosted on G2.com. What problems is Singular solving and how is that benefiting you? Install attribution, custom links for campaign efficiency. Benefits ranging from direct cost saving to channel performance. Review collected by and hosted on G2.com. Show More Response from Yoni Amias of Singular [Editedit](https://www.g2.com/survey_responses/singular-review-3389395/official_response/edit) Varun, thank you so much for taking the time to sit down and write this review. We are so happy to read that you see such cost saving and performance value in what Singular provides for Smytten. Thanks also for your feedback regarding our UI analytics - this is crucial to helping us improve. We look forward to seeing where Smytten is headed in 2023 and beyond! 1/2/2026 Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller JW Jessica W. Growth Marketing Lead Small-Business (50 or fewer emp.) 10/14/2025 "Great Support and Data Access, but Limited Dashboard Customization" 4/5 What do you like best about Singular? Responsive customer support and accessibility to up-to-date data Review collected by and hosted on G2.com. What do you dislike about Singular? Dashboards aren't super customizable—a lot of custom metrics and breakdowns are only available via request, whereas a tool like Mixpanel allows a lot of user-friendly features. Singular also only allows you to track 12 in-app events, which is a bit limiting Review collected by and hosted on G2.com. What problems is Singular solving and how is that benefiting you? Because we run lead campaigns on iOS, Singular's web-to-app attribution helps us understand how each campaign on each channel is performing from a Cost per Install perspective, as well as providing visibility into post-install metrics. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") AF Verified User in Financial Services Mid-Market (51-1000 emp.) 8/12/2025 "Great customer experience, lower price" 4/5 What do you like best about Singular? The solution they offer is really competitive in terms on pricing vs the features they include and the way the system works. The customer service is really dedicated into solve any doubts or issues as soon as they can and they quickly escalate when the responses are not enough for our teams. Review collected by and hosted on G2.com. What do you dislike about Singular? I think they can improve the UI/UX to make it more user friendly and intuitive. And also sometimes they have some bugs in the reporting section. They could improve the Dashboards, as visual input allow us to discover mistakes or issues regarding tracking, quicker. Also, they could improve the agency feature, as I believe is still very MVP stage. Review collected by and hosted on G2.com. What problems is Singular solving and how is that benefiting you? Mobile attribution, clarity on the data, decrease organic (not identified traffic), see a better ratio of conversion to install by having right numbers and accurate with the stores. Correctly identify fraud sources to optimize traffic, better understanding of conversion-cost ratio. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Marketing and Advertising](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Marketing and Advertising") AM Verified User in Marketing and Advertising Small-Business (50 or fewer emp.) 8/12/2025 "Outstanding support, always available, with flexible pricing that fits our needs" 4.5/5 What do you like best about Singular? The customer support is outstanding — the team is always available, quick to respond, and extremely knowledgeable. Whether it’s onboarding, troubleshooting, or just answering best-practice questions, they go above and beyond to help. Their flexible pricing structure was a big plus for us, allowing us to get all the features we needed without overpaying. The platform is also reliable, easy to integrate, and works seamlessly with our partners and BI tools Review collected by and hosted on G2.com. What do you dislike about Singular? There’s nothing major to dislike. Occasionally, some advanced reporting features require a short learning curve, but the support team is always there to guide you through it quickly. Review collected by and hosted on G2.com. What problems is Singular solving and how is that benefiting you? Singular provides accurate and reliable attribution for both our mobile app and web campaigns, seamlessly connecting spend data with in-app actions in one unified view. Having all this information in a single place not only makes it easier to understand the full customer journey and measure ROI across channels, but also allows us to build internal dashboards without having to integrate separately with every media source we run campaigns on. Fraud prevention is built-in, adding an extra layer of protection without extra effort. With all these capabilities, plus always-available, responsive support and flexible pricing, Singular has become a key part of our marketing operations. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Orit S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Orit S.") OS Orit S. 2/3/2026 "Streamlined Attribution with Outstanding Support" 4.5/5 What do you like best about Singular? I found out that singular have MCP integration with ChatGPT. Review collected by and hosted on G2.com. What do you dislike about Singular? I just found out that Singular supports Multiple Breakdowns. This means we can pull the data in two different ways simultaneously. Review collected by and hosted on G2.com. What problems is Singular solving and how is that benefiting you? I use Singular to consolidate all my attribution data, solving data fragmentation across channels and saving time. I like the cross-channel visibility and customer support, which brings us helpful ideas. Review collected by and hosted on G2.com. Show More 2/8/2026 Validated ReviewerSource: Organic ![Walex L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Walex L.") WL Walex L. 2/12/2026 "Intuitive Interface and Impeccable Support" 5/5 What do you like best about Singular? I really like the support and interface of Singular. When we have issues, they are very prompt in helping. Additionally, the interface is very intuitive, which is great. Review collected by and hosted on G2.com. What do you dislike about Singular? So far everything has been good, we are in the implementation phase and everything is in order. Review collected by and hosted on G2.com. What problems is Singular solving and how is that benefiting you? I use Singular to identify where my customers come from to my application. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite on behalf of sellerAI Translated ![Verified User in Marketing and Advertising](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Marketing and Advertising") UM Verified User in Marketing and Advertising Mid-Market (51-1000 emp.) 2/4/2026 "Simplicity at Its Best" 5/5 What do you like best about Singular? Simplicity of the dashboard, everything is really straightforward and intuitively understandable Review collected by and hosted on G2.com. What do you dislike about Singular? When you onboard as a new member of the team, as a user Singular as an MMP, you need to pass a quick questionnaire. It might not be necessary to do that, and it would be nice to have a simple pop-up window with the question Do you need to add any integrations right now. Because in my case, all data connectors were already set up and everything worked properly Review collected by and hosted on G2.com. What problems is Singular solving and how is that benefiting you? Cost aggregation solved brilliantly and especially for those networks where we had a client fee Review collected by and hosted on G2.com. 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