--- title: Singular Reviews meta_title: 'Singular Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 510 reviews by the users' company size, role or industry to find out how Singular works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 510 scale: '5' date_modified: '2026-06-22' parent_category: name: Marketing url: https://www.g2.com/categories/marketing --- # Singular Reviews **Vendor:** Singular **Category:** [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics) **Average Rating:** 4.5/5.0 **Total Reviews:** 510 ## About Singular Singular is the only end-to-end marketing attribution and analytics platform that uncovers true ROI across all marketing channels. We transform complex marketing data into actionable insights by unifying campaign data from thousands of channels with cross-device attribution data. Leading brands like LinkedIn, Nike, WB Games, and Rovio rely on Singular to maximize every marketing dollar, eliminate wasted spend, and drive higher user retention. With superior ROI reporting, advanced fraud prevention, user engagement capabilities, and unmatched data accessibility, marketers can finally drive faster growth with smarter insights. ## Singular Pros & Cons **What users like:** - Users value the **exceptional customer support** from Singular, noting responsiveness and quick issue resolution. (80 reviews) - Users find Singular to be **easy to implement and user-friendly** , enhancing daily campaign management and reporting. (64 reviews) - Users find Singular’s support to be **exceptionally helpful** , consistently providing timely assistance and tailored solutions. (47 reviews) - Users appreciate the **flexibility and transparency** of Singular, enabling faster, data-driven decision-making and insights. (46 reviews) - Users appreciate the **clear and user-friendly reporting** features of Singular, facilitating effective campaign management. (36 reviews) - Users value the **single, reliable source of truth** provided by Singular for accurate UA data analysis. (34 reviews) - Easy Integrations (31 reviews) - Users value the **easy integration and supportive customer service** of Singular for effective data management and analytics. (29 reviews) - Users value the **quick integration implementation** by Singular, appreciating their responsiveness and commitment to user requests. (25 reviews) - Insights (24 reviews) **What users dislike:** - Users find the **poor interface design** of Singular adds complexity, requiring extra support for efficient use. (18 reviews) - Users note the need for **UI improvements** in Singular, as some elements are not always intuitive or efficient. (18 reviews) - Users find the **limitations in sharing and reporting accuracy** hinder effective campaign optimization and analysis. (16 reviews) - Users note **data limitations** with Singular, causing issues like duplicates and incomplete conversion attribution affecting analysis. (15 reviews) - Users face challenges with **limited attribution capabilities** , undermining trust in performance analysis and campaign optimization. (15 reviews) - Users note that the **UI design issues** can make the experience overwhelming and less intuitive for advanced features. (15 reviews) - Users find **attribution issues** problematic, struggling with unclear credit assignment and reliability across multiple devices. (14 reviews) - Users report significant **dashboard issues** , noting a lack of customization and an unintuitive interface that hinders usability. (14 reviews) - Users face **integration issues** that prolong implementation, hindering initial experience and usability for new users. (14 reviews) - Users face a **lack of information** regarding cohort setup and documentation, complicating their understanding and usage of Singular. (14 reviews) ## Singular Reviews ### 1. Singular Makes Cross-Channel Reporting and ROAS Tracking Fast and Easy **Rating:** 4.5/5.0 stars **Reviewed by:** Marko D. | Marketing lead, Small-Business (50 or fewer emp.) **Reviewed Date:** April 14, 2026 **What do you like best about Singular?** Singular is super useful because it brings all our marketing data into one place. It makes it really easy to track performance across different channels and quickly see what’s working and what’s not. I especially like the flexible reporting and the ability to compare campaigns and ROAS without a lot of manual work. It saves a lot of time and helps us make faster decisions. **What do you dislike about Singular?** Sometimes the platform can be a bit slow, especially when working with larger datasets or more detailed reports. It can slow down the workflow when you need quick insights. Also, some advanced features like creative analytics require additional upgrades, which can be a downside if you want everything in one place without extra costs. **What problems is Singular solving and how is that benefiting you?** Singular helps by bringing all our marketing data into one place, which makes daily work much easier. Instead of jumping between tools, I can track performance, compare campaigns, and analyze results in one dashboard. I also really like the flexibility — being able to customize dashboards and create custom metrics based on our needs is a big plus. On top of that, their support team is very responsive and always helpful when we need assistance. ### 2. There are some ups and downs, but the support is mostly timely and professional **Rating:** 4.5/5.0 stars **Reviewed by:** Giedrius P. | Senior UA Specialist, Mid-Market (51-1000 emp.) **Reviewed Date:** December 17, 2021 **What do you like best about Singular?** The number of metrics and dimensions that can be included in a report. Support team always ready to help with issues that we encounter. Product is getting tailored to meet our needs. We have a dedicated account manager who helps to solve our problems even faster. **What do you dislike about Singular?** There are quite some limitations on the amount of data that can be extracted through the website dashboard; especially troublesome is the fact that there is no longer an option to extract Publisher level data across different apps/networks **Recommendations to others considering Singular:** Once the integration is complete and the data that you see is validated, it's a great tool to have as it will reduce the amount of headache you would be getting if you needed to gather your data from different partner dashboards. **What problems is Singular solving and how is that benefiting you?** Singular has helped us massively improve our in-house BI as well as gave us a significant opportunity to see and evaluate our revenue, broken down by different dimensions, all in one place. ### 3. Robust Marketing Analytics with Real-Time Insights and Reliable Data Unification **Rating:** 4.5/5.0 stars **Reviewed by:** Luciana S. | IT Manager , Health, Wellness and Fitness, Mid-Market (51-1000 emp.) **Reviewed Date:** May 28, 2026 **What do you like best about Singular?** Singular demonstrates robust marketing analytics and campaigns performance tracking, for business productivity The tool has remarkable mobile attributions, which gives all stakeholders easy access and manageability Singular helps in data unification and this happens across multiple platforms and networks The dashboard has helpful reporting tools and they use the available analytical measures Singular has magnificent marketing data aggregation and this is automatically generated to bring reliability The tool provides real time insights concerning spending and campaigns performance tracking Singular has robust fraud detection solutions and this leads to data accuracy and efficiency **What do you dislike about Singular?** Singular has complex attribution configurations and this leads to operational complexity The tool has advanced reporting methods and they demands extra learning for easy understanding **What problems is Singular solving and how is that benefiting you?** Singular centralizes marketing data and this happens across diverse channels to bring unified access The advertising ROI is well established and visible, giving the company a perfect opportunity to understand its operations The tool allows the optimization of campaigns and this happens using attribution insights The performance reports are shared in a very understandable manner, and no extra time spent to compile all these reports All ineffective campaigns are well identified and this manages the spending on ad and marketing The decisions we make from this approach are centrally analyzed and proper insights made ### 4. Unify data, but it needs better UX **Rating:** 4.5/5.0 stars **Reviewed by:** ABN D. **Reviewed Date:** April 23, 2026 **What do you like best about Singular?** I like how Creative IQ in Singular helps me see the creative performance of each of my campaigns, something I would otherwise have to do manually, which saves time and effort. I also appreciate that the team always provided step-by-step guided support for the initial setup of Singular, which makes the process of starting to use the tool much easier. **What do you dislike about Singular?** I don't feel that Singular is very intuitive at the UX level and understanding where to look for each thing. It could be simpler. It could be better if there were descriptions within each section that said what can be done there, or if things were visually well separated and with simple, non-technical language. **What problems is Singular solving and how is that benefiting you?** I use Singular to review the performance of my Paid Media campaigns. It resolves data unification and extraction, and with Creative IQ I can see the creative performance of the campaigns without having to review them manually one by one. ### 5. The tracking tool I would always want **Rating:** 5.0/5.0 stars **Reviewed by:** Enrique M. | Marketing & SEO Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** October 25, 2024 **What do you like best about Singular?** You can easily create reports that summarize the impact of your campaigns through all the funnel, analyze the data and trends to get some insights that you may not be able to get using only the data from the platforms (Meta, Google, etc.) **What do you dislike about Singular?** Still a lot of information but the GUI helps a lot to get only what you want, maybe an easy access guide to understand that the metrics mean and their differences with one antoher. **What problems is Singular solving and how is that benefiting you?** Unify all the marketing channels in one platform without further need of attention, once you set it all up you can track the marketing campaigns one with the other and see the benefit it may give some combination. The information for every client, tracking it even when they have a different device (cross device service) gives a full view of what the customer is doing before and after the purchase. ### 6. Comprehensive Campaign Data Tracking with Stellar Support **Rating:** 5.0/5.0 stars **Reviewed by:** Milos R. | Mid-Market (51-1000 emp.) **Reviewed Date:** April 10, 2026 **What do you like best about Singular?** I use Singular for tracking data and attribution for my advertising campaigns, especially for mobile games. I find it very helpful because I don't need an SDK for most of my needs, as Singular provides a solution for that. I like that all the data I need is in one place, which allows me to implement all the metrics and events, as well as analyze my campaign data needed to make the best decisions for my campaigns. One of the things I really appreciate about Singular is the support I get from them. We connect through Slack and email, but on Slack, they reply quickly, are very supportive, and always look for the best possible solutions for me. I also have an account manager and a support team that provide feedback and solutions within a very short time through Slack. The initial setup was straightforward and easy, mainly because we received support from day one. **What do you dislike about Singular?** Maybe the education of users on how to use the features of the tool properly. I did go through training, but maybe I did not ask enough questions. And now I'm trying to figure things out myself, for some things, but it might be actually individual. **What problems is Singular solving and how is that benefiting you?** I use Singular for tracking data and attribution of my advertising campaigns. It connects the ad network to the data platform, making it easier to track campaign performance. I don't need an SDK for most and all necessary data is in one place for analysis. ### 7. Simple Setup and Excellent Customer Service **Rating:** 4.5/5.0 stars **Reviewed by:** Ioan G. | Small-Business (50 or fewer emp.) **Reviewed Date:** April 08, 2026 **What do you like best about Singular?** I use Singular as my MMP to analyze data related to monetization and user acquisition and to share data that helps optimize my campaigns with various networks. It helps me analyze data more quickly and reach more user acquisition networks. I would highlight the customer service, with an account manager whom I meet with monthly and a Slack group with different people who resolve my queries. Its price is very competitive for companies that scale thanks to user acquisition and monetize through ads. Singular is cheaper than other options on the market. Very simple, we are a small team and in a few days we had everything ready. **What do you dislike about Singular?** The accuracy of the data is high but it lacks collecting, for example, the revenue generated by some networks, such as the Admob waterfall. **What problems is Singular solving and how is that benefiting you?** I use Singular as my MMP to analyze monetization and user acquisition data, reaching more acquisition networks quickly and optimizing campaigns. It allows me to share data easily. ### 8. Transformative Attribution and Growth Analytics Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Mary Alexandra G. **Reviewed Date:** February 04, 2026 **What do you like best about Singular?** I really like how Singular helps us measure, unify, and optimize our acquisition performance across all digital channels. It gives us a clear, reliable view of our growth engine. Also, Singular connects marketing activity with real business outcomes, showing us which channels actually drive quality users and revenue, not just clicks or installs. What stands out is its operational usefulness for the growth team, centralizing data from all our partners and channels into one consistent view. This saves us a lot of manual work and avoids conflicting numbers across platforms. We value the flexibility of the dashboards and the ability to slice performance by cohort, channel, and campaign to understand not just volume but quality. The features that make Singular especially valuable turn data into action, allowing our team to focus on execution instead of reconciliation. The customizable dashboards and automated data pipelines let us monitor performance in near real time and adjust budgets and campaigns quickly. Plus, the support we receive, especially from Eduardo Ochoa, is outstanding since he is always available and proactive. **What do you dislike about Singular?** Overall our experience with Singular has been very positive. **What problems is Singular solving and how is that benefiting you?** Singular unifies our acquisition data, enabling efficient growth tracking and decision-making. It provides a trusted attribution source, eliminates manual data handling, and gives a clear view of user quality in real time. The flexibility of its dashboards is invaluable for understanding channel impact. ### 9. Flexible, Transparent UA Analytics with Powerful Custom Dashboards **Rating:** 5.0/5.0 stars **Reviewed by:** Anastasiya L. | Senior UA Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** February 04, 2026 **What do you like best about Singular?** What I like best about Singular is its flexibility and transparency in data analysis. It allows me to quickly connect cost, attribution, and performance metrics in one place, which makes decision-making much faster and more reliable. I also really value the customizable dashboards and reporting, as well as the ability to deep-dive into performance by source, campaign, and creative. Overall, it’s a very strong tool for daily UA analysis and long-term strategic insights. **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 custom setups. When something breaks, it’s not always immediately clear where the issue is, which can slow down analysis. Additionally, some workflows and UI elements are not always intuitive, and require extra explanation or support to use efficiently. **What problems is Singular solving and how is that benefiting you?** Singular solves the problem of fragmented marketing data by bringing attribution, cost, and performance metrics from multiple sources into a single platform. This eliminates the need to manually combine data from different tools and reduces the risk of errors. For me, this means faster analysis, clearer insights, and better decision-making. I can quickly understand which channels, campaigns, and creatives are driving value, optimize budgets more efficiently, and communicate results with stakeholders in a transparent and consistent way. ### 10. User-friendly interface and clear reports to analyze campaigns and attribution **Rating:** 5.0/5.0 stars **Reviewed by:** Laura G. | Analítica, Enterprise (> 1000 emp.) **Reviewed Date:** February 03, 2026 **What do you like best about Singular?** The interface is very user-friendly and greatly facilitates the creation of reports to analyze different campaigns within the app. Additionally, it allows us to clearly see the attribution that the campaigns are having. **What do you dislike about Singular?** Something I don't like is that the platform has a limit on conversion events for display, which doesn't allow me to see all the events I have available. To be able to consult them, I must modify them from the platform or search for them in my cloud, which sometimes takes more time. **What problems is Singular solving and how is that benefiting you?** One of the main problems that Singular solves is that it allows me to correctly measure the attribution of my app campaigns. This facilitates better decision-making, always data-driven, and a more efficient distribution of the advertising budget. Before, with the tool we had, we couldn't see the attribution and it was very difficult to measure the real performance of an app campaign. ### 11. Reliable Companion, But with a Learning Curve **Rating:** 5.0/5.0 stars **Reviewed by:** Danna S. **Reviewed Date:** February 03, 2026 **What do you like best about Singular?** What I like most about Singular is the support from the team, especially from Eduardo Ochoa, who has always accompanied us a lot throughout this process. Additionally, I like the interface and how the dashboard is very easy to manage and read the data. **What do you dislike about Singular?** It could be improved a bit to understand what each metric is for, and in the guides within the platform, to have something guided for us, or well, for people who are new to Singular, to be able to detail more like what each of the metrics means and what we are seeing, and not have to go read the documentation or ask the person who advises us. Also, the initial setup was not so easy, as it is a new tool that neither the client nor we were familiar with. **What problems is Singular solving and how is that benefiting you?** I use Singular to see the attribution of all campaigns and sources, both paid and organic, and to correctly attribute what happens in the application. We switched to Singular because it allows us to track on any platform, not just on Google like Firebase. ### 12. Empowers Marketing Attribution, Stellar Support **Rating:** 5.0/5.0 stars **Reviewed by:** Maria Ines S. **Reviewed Date:** February 03, 2026 **What do you like best about Singular?** I use Singular to attribute my app installs to my marketing campaigns and analyze the best media sources to invest in. It's helpful for tracking all the attribution for my marketing campaigns and seeing all the money invested in different marketing platforms in one place. I really like the personalized attention they give to their customers, Eduardo Ochoa specially. Whenever we don't know how to analyze something, they kindly offer us assistance. Connecting Singular to Snowflake via SDK allows us to consume the info by SQL easily. Finally, I'd rate the likelihood of recommending Singular a solid 10 out of 10. **What do you dislike about Singular?** The attribution for iOS users. There are many iOS users that are not attributed properly. It could be better tracked for them to have a source. **What problems is Singular solving and how is that benefiting you?** I use Singular to attribute my app installs to marketing campaigns and analyze the best media sources. It helps me track attribution and see all the money invested in different marketing platforms in one place. ### 13. Robust Attribution & Analytics Platform with Deep Customization **Rating:** 4.5/5.0 stars **Reviewed by:** Mallikarjuna M. | Growth Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** March 25, 2026 **What do you like best about Singular?** Singular offers highly accurate attribution tracking, flexible reporting, and a unified dashboard that consolidates data from multiple channels. The customization options and integration capabilities make it easy for us to tailor the platform to our specific marketing and analytics needs, while keeping everything organized in one place. **What do you dislike about Singular?** Attribution accuracy can occasionally be inconsistent, requiring manual validation to ensure data reliability. **What problems is Singular solving and how is that benefiting you?** Singular helps us combat ad fraud through robust fraud detection tools and enables seamless user acquisition with reliable deep linking, improving both campaign efficiency and user experience. ### 14. Singular: Excellent Support Team and an Easy-to-Use Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Jose Julian H. | Líder Inteligencia Digital Mercadeo, Enterprise (> 1000 emp.) **Reviewed Date:** February 03, 2026 **What do you like best about Singular?** Singular has an excellent service team. Whenever we’ve needed support, we’ve consistently encountered a great attitude and a fast response that helps us address our requests. The software is also very easy to use and has been genuinely helpful for our business cases. **What do you dislike about Singular?** We’re very satisfied with Singular today. Looking ahead, the platform could become even more powerful with the addition of AI‑driven capabilities that deliver automated insights and enable more intuitive, natural‑language analysis. **What problems is Singular solving and how is that benefiting you?** Singular helps us use the deeplink functionality in our app and better understand the attribution of the marketing campaigns we run to drive installs, as well as how other features in our app are being used. ### 15. Clear Interface, Excellent Support, and Economical **Rating:** 5.0/5.0 stars **Reviewed by:** Camilo D. | Growth Marketer Expert, Mid-Market (51-1000 emp.) **Reviewed Date:** April 21, 2026 **What do you like best about Singular?** I liked your interface, I think it is very clear. And the support team has always been very attentive in solving all our questions and covering the topics we need for our business. **What do you dislike about Singular?** The reporting aspect may have room for improvement, but it is very correct. **What problems is Singular solving and how is that benefiting you?** Singular has helped us to have a visual on many attribution and tracking metrics, and it allows us to monitor channels and campaigns more effectively. ### 16. Customizable Experience with Singular **Rating:** 4.5/5.0 stars **Reviewed by:** Leonardo B. | Analista de Marketing de Performance, Mid-Market (51-1000 emp.) **Reviewed Date:** August 07, 2025 **What do you like best about Singular?** I use Singular for internal and affiliate data analysis, and one aspect I value is the experience with Affiliates, especially the possibility of customization and the ability to implement anti-fraud rules. This helps me have more clarity and security when investing in app campaigns. Additionally, the support from the account manager greatly facilitated the initial setup of Singular. **What do you dislike about Singular?** Some customization limits in the reports when we release them to affiliates **What problems is Singular solving and how is that benefiting you?** I use Singular to identify data attributed to app campaigns, giving me more clarity and security to invest. I like the experience with affiliates, due to the possibility of customization and the anti-fraud rules. ### 17. Excellent Documentation and Responsive Support **Rating:** 5.0/5.0 stars **Reviewed by:** Julian P. | Software Engineer L1/E4, Mid-Market (51-1000 emp.) **Reviewed Date:** April 21, 2026 **What do you like best about Singular?** What I like most about Singular is its documentation for implementing the software, as well as the support it provides for resolving issues and answering questions. **What do you dislike about Singular?** What I like least about Singular is that some of the documentation is limited to certain development frameworks. **What problems is Singular solving and how is that benefiting you?** Singular helps us with deep links, attribution events, and data management across different customer acquisition channels. ### 18. Frustrating Experience with Singular's Service **Rating:** 0.5/5.0 stars **Reviewed by:** khalid E. | Manager **Reviewed Date:** December 29, 2025 **What do you like best about Singular?** Unfortunately, it is difficult to identify a positive feature at this time, as the core functionality I purchased the plan for—Amazon advertising integration—is not working as expected. **What do you dislike about Singular?** I find that Singular doesn't give me the ability to see my Amazon advertising data on the dashboard, and I get no results from it. The service doesn't offer the data needed to optimize my campaigns, which is frustrating after purchasing a plan. They ask for more money for bigger plans at every opportunity. The support is painfully slow, with replies taking no less than 5 to 7 days. The documentation isn't a guide; it's unclear, especially for Amazon advertising. Also, the UI looks really old, like it was built in 2010. Additionally, I'm upset that they refused to refund my money after I stopped using the service. **What problems is Singular solving and how is that benefiting you?** I used Singular because it was among the supported MMPs by Amazon Advertising and helped to see organic and paid installs from other platforms like Mintegral and Chartboost. ### 19. Great Support, Needs Improvement in Technical Training **Rating:** 4.0/5.0 stars **Reviewed by:** David C. | Mid-Market (51-1000 emp.) **Reviewed Date:** April 21, 2026 **What do you like best about Singular?** I like Singular's support because I believe the attention given is above the competition. I also consider that the costs are a reason why we switched to Singular from AppFlyer. **What do you dislike about Singular?** Perhaps, the technical training of your clients. We had a problem with the attribution model and it would have been easy to detect the functioning of Singular from the early stages of the project. **What problems is Singular solving and how is that benefiting you?** I use Singular for event management across multiple channels and it solves attribution problems. I really like their support, which I consider superior to that of the competition. ### 20. Powerful attribution tool backed by a very responsive team **Rating:** 4.5/5.0 stars **Reviewed by:** Adi B. | business analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** February 03, 2026 **What do you like best about Singular?** Their availability and willingness to help really stand out. The team is very responsive and genuinely tries to assist whenever questions come up or unexpected issues arise. **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 older than 30 days. **What problems is Singular solving and how is that benefiting you?** Singular addresses the challenge of consolidating and normalizing attribution and marketing data from multiple sources. For us, this translates into more reliable analysis, simpler validation, and quicker investigation of data issues whenever they come up. ### 21. Fast Integrations and Powerful MTA for Smarter Multi-Channel Optimization **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** May 04, 2026 **What do you like best about Singular?** Fast integration with marketing platforms and the ability to send external information. They’ve also released new features like MTA. It helps us understand our performance across multiple channels and optimize more effectively. We finally got our iOS campaigns working thanks to its features. **What do you dislike about Singular?** We have a large list of products, and we can’t always see every event on the dashboard. Because of that limitation, we sometimes need to do part of the work outside of Singular. **What problems is Singular solving and how is that benefiting you?** Event tracking, integration with marketing platforms, and iOS tracking. ### 22. Singular: Easy to Use, Powerful Reporting, and Insightful Guidance **Rating:** 5.0/5.0 stars **Reviewed by:** Maria Gabriela L. | Paid Media Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** January 30, 2026 **What do you like best about Singular?** What I like most about Singular is that the platform is very easy to use and offers a wide range of reporting options, along with multiple attribution configuration settings. Additionally, our contact, Eduardo Ochoa, is constantly showing us new ways to find insights using these tools. **What do you dislike about Singular?** I’d like to be able to see all app events in the Singular dashboard, not just the few success events we’re able to configure. **What problems is Singular solving and how is that benefiting you?** Singular helps us understand the impact our marketing campaigns have on the business, and it supports our day-to-day investment and optimization decisions. ### 23. Agile Service and Efficient Personalization **Rating:** 5.0/5.0 stars **Reviewed by:** Hyuri M. | Small-Business (50 or fewer emp.) **Reviewed Date:** April 22, 2026 **What do you like best about Singular?** I like the ease of customizing and accessing the data in the way I need on a daily basis. I also appreciate the service, as the team is always close and we have very fast support for questions and problems. Furthermore, the initial setup of Singular was very quick. **What do you dislike about Singular?** MCP could have more data available and could expand the SKAN and CriativeIQ data. **What problems is Singular solving and how is that benefiting you?** I use Singular to customize and access data easily, reducing dependency on the data team and obtaining information quickly. ### 24. Outstanding Support and Competitive Pricing with Singular **Rating:** 5.0/5.0 stars **Reviewed by:** Fabiana Ayala W. | Head of Growth, Small-Business (50 or fewer emp.) **Reviewed Date:** October 14, 2025 **What do you like best about Singular?** Singular offers excellent pricing that’s much more competitive than other mobile measurement partners we’ve evaluated. Their technical support team is outstanding—responses are fast, thorough, and incredibly helpful. On top of that, our Customer Success Manager (Alejandro Spano) has been fantastic. He consistently makes us feel supported, genuinely listens to our feedback, and ensures we’re set up for success. **What do you dislike about Singular?** Honestly, nothing comes to mind. Our experience has been positive, and we don’t have any areas of concern or dissatisfaction at this time. **What problems is Singular solving and how is that benefiting you?** Singular helps us centralize and streamline all of our mobile attribution and marketing analytics in one place. Before using Singular, pulling accurate performance data across multiple ad networks was fragmented and time-consuming (we were pulling data manually). With Singular, we now get a unified view of spend, and performance across channels, which makes reporting and decision-making much faster and more reliable. ### 25. Clear UI, detailed data, and documentation that supports everything **Rating:** 5.0/5.0 stars **Reviewed by:** Alexa E. | Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 23, 2026 **What do you like best about Singular?** Needs are resolved with diligence and a high level of detail. Both the UI and the data available in the tables are clear, and everything is supported by the documentation. **What do you dislike about Singular?** Some requests and inquiries take a long time to be resolved, and in terms of data, it is a bit difficult to get aligned. **What problems is Singular solving and how is that benefiting you?** Singular is supremely good at integrating with external data and delivering the values in an organized manner, the data is mostly available on time. ### 26. Simplified Decisions with Singular: Robust and Friendly **Rating:** 5.0/5.0 stars **Reviewed by:** Matias L. | Paid Media Specialist **Reviewed Date:** January 30, 2026 **What do you like best about Singular?** I like that Singular is a robust solution. It facilitates decision-making by having clear KPIs from all platforms and campaigns in one place. I also highlight the attention of Eduardo Ochoa, whose contributions are precise and valuable for the business, and he is always willing to help us. **What do you dislike about Singular?** It could be improved by unifying the dimensions of the UI and the datalake. The table, when comparing periods, has too much information and takes time to sort. I understand there was a limit of events that had not been mentioned before, which affected our arrival. **What problems is Singular solving and how is that benefiting you?** Use Singular to attribute paid media campaigns. Facilitate decision-making by having clear KPIs from all platforms and campaigns in one place. ### 27. Excellent service **Rating:** 5.0/5.0 stars **Reviewed by:** Jose Luis B. | AdTech and performance Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** August 23, 2024 **What do you like best about Singular?** They are always in contact, they are always willing to help and solve any doubt and look for improvements on the implementation of the product. Very easy to use and very good interface and experience. **What do you dislike about Singular?** The access to documentation sometime is a little bit difficult. **What problems is Singular solving and how is that benefiting you?** Right now Singular help us with all of our API management, allowing us to have our data through one integration. As well as providing some insights about all of our campaigns. ### 28. Centralized Attribution and Cost Insights **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Entertainment | Mid-Market (51-1000 emp.) **Reviewed Date:** February 05, 2026 **What do you like best about Singular?** What I like best about Singular is having a single, reliable source of truth for UA cost and performance data. The platform aggregates data across all channels in a consistent way, which makes reporting and analysis much faster and more accurate. The cost aggregation is especially valuable, it reduces manual reconciliation, helps catch discrepancies early, and gives confidence that decisions are based on correct data. The UI is also intuitive, making it easy to drill down by channel, geo, or campaign without additional data manipulation. Overall, Singular saves time, improves data quality, and enables better, faster decision-making. **What do you dislike about Singular?** Some parts of the platform can feel a bit complex and not very intuitive at first. Creating custom reports or finding specific metrics sometimes takes longer than expected, especially for new users. **What problems is Singular solving and how is that benefiting you?** Singular solves the problem of having fragmented and inconsistent cost data across multiple UA channels and platforms. Instead of pulling spend, installs, and performance metrics separately from each network, Singular aggregates everything into one reliable source of truth. ### 29. Complex and Needs Improvements, But It Fulfills Its Function **Rating:** 1.5/5.0 stars **Reviewed by:** Laura M. **Reviewed Date:** April 21, 2026 **What do you like best about Singular?** I like the structure of how the information arrives in Singular. **What do you dislike about Singular?** They do not have an attribution window, they do not organize, they have a rather rudimentary attribution system that does not take into account when customers have it because the implementation is complicated as new issues arise each time, due to how the information arrives or how they are sending it. **What problems is Singular solving and how is that benefiting you?** I use Singular for the closest attribution with the connection to the applications and for PayMedia attribution. ### 30. Singular Makes Marketing Attribution Clear with Clean Dashboards and Smooth Integrations **Rating:** 4.5/5.0 stars **Reviewed by:** Mohit G. | Director/Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** February 09, 2026 **What do you like best 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 integrations work smoothly. It helps me understand what’s working and where to spend better. **What do you dislike about Singular?** Sometimes, account management could be more proactive. Rest is all good. **What problems is Singular solving and how is that benefiting you?** It brings all campaign and performance data into one place, saving time and reducing manual work. This makes decision-making much faster and more confident. ### 31. Effortless Mobile Attribution, But Needs Better Google Ads Performance **Rating:** 4.5/5.0 stars **Reviewed by:** Mohamed H. | Growth Strategist, Mid-Market (51-1000 emp.) **Reviewed Date:** December 19, 2025 **What do you like best about Singular?** I find Singular's reporting part easy, as it simplifies install, click, and revenue attributions. I also appreciate how frequent creation of deferred deep links has been made so simple. Singular helps in creating logic and linking behaviors for users across different platforms. A notable feature is the fraud prevention tool. The initial setup of Singular was easy, and it integrates well with platforms like Meta and Google. Singular is also less expensive compared to Branch and Apptrove, while offering more product-specific features. **What do you dislike about Singular?** Singular links won't completely behave as we expected in Google Ads unlike Meta. **What problems is Singular solving and how is that benefiting you?** I use Singular for mobile attribution and deferred link creation, which makes reporting easy—install, click, and revenue attributions are simpler. Frequent creation of deferred deep links is simple and helps create logic and link behaviors. Fraud prevention is also notable. ### 32. Exceptional accompaniment and technical support **Rating:** 5.0/5.0 stars **Reviewed by:** Leonardo Fabio O. | Growth Specialist, Mid-Market (51-1000 emp.) **Reviewed Date:** April 21, 2026 **What do you like best about Singular?** The accompaniment and technical support provided **What do you dislike about Singular?** difficult question, so far I have not found a point to improve **What problems is Singular solving and how is that benefiting you?** It helped us improve the anti-fraud system and the optimization of attribution. ### 33. Improved Our Mobile Measurement with Ease **Rating:** 5.0/5.0 stars **Reviewed by:** Leonardo D. | Mid-Market (51-1000 emp.) **Reviewed Date:** April 13, 2026 **What do you like best about Singular?** I like the close service and the simple usability of the Singular platform. I highly value the reports that are very rich in information and the ease of necessary event configurations. The SDK installation and the first events were very simple and intuitive with the documentation. **What do you dislike about Singular?** Could have the possibility to create filters and view parameter information of events within the UI. **What problems is Singular solving and how is that benefiting you?** Singular resolves the assignment of digital channels accurately. ### 34. Unified Attribution, Spectacular Support **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 03, 2026 **What do you like best about Singular?** Edu and Ani are always attentive to all the developments and what we need help with. **What do you dislike about Singular?** For the moment, everything is excellent with the data integrations we have used. **What problems is Singular solving and how is that benefiting you?** Use Singular to centralize attribution and cost information and measure the real impact of campaigns. It makes it easy to compare performance between sources and aligns investment with results. The timely support from the team also facilitates the work. ### 35. Intuitive UX and Stellar Support Enhance Onboarding **Rating:** 4.0/5.0 stars **Reviewed by:** Yaniv S. **Reviewed Date:** February 05, 2026 **What do you like best about Singular?** I like that Singular's UX is simple and intuitive, making it easy to navigate. The onboarding process was very easy, which was a big plus for me. I also really appreciate the great support from the team. They were a big help during our transition from another vendor, and have continued to be quick in resolving any issues we encounter. **What do you dislike about Singular?** In mobile apps, everything is awesome, but for tracking web users, the results are less accurate. **What problems is Singular solving and how is that benefiting you?** I use Singular for tracking marketing campaigns, identifying install sources, and user attribution. The simple UX makes onboarding easy, and excellent support ensures quick problem resolution. ### 36. Singular does an excellent job of connecting data and technology with outstanding support. **Rating:** 5.0/5.0 stars **Reviewed by:** André T. | Mobile Growth Specialist, Mid-Market (51-1000 emp.) **Reviewed Date:** August 11, 2025 **What do you like best about Singular?** Singular offers a platform that’s easy to implement and use. It allows us to work with multiple publishers while keeping a unified view of costs and all key KPIs. But I believe what truly sets Singular apart is its proactive and responsive support. Every time we’ve had a need or faced a challenge, they’ve helped us activate or even develop a tailored solution. **What do you dislike about Singular?** There’s not much I can say we dislike — only that the user interface could be a bit better and more intuitive. It’s not a deal breaker, as it works well, but it could definitely be improved. **What problems is Singular solving and how is that benefiting you?** Singular is our first-ever MMP at Rentcars. In my previous roles, I’ve worked with competing MMPs, and I can say with confidence that we’re not missing any solution we need to address the challenges we faced here. One of our biggest priorities was diversifying acquisition and retargeting channels—something we’ve successfully achieved thanks to Singular’s attribution and measurement capabilities. We also needed a smart tool to segment real, high-value audiences within the app, and with Singular, we can now do that effectively. For Rentcars, having a unified view of the cost of every partnership is essential to understand exactly how much each channel delivers in terms of CAC and ROI. Only after implementing Singular did this become possible for the Rentcars app on both Android and iOS. The next step—something Singular already offers—is to fully implement Web-to-App integration, unlocking even more growth potential across our ecosystem. ### 37. Sr. MarTech Manager **Rating:** 5.0/5.0 stars **Reviewed by:** Ugur G. | Sr. MarTech Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** November 18, 2022 **What do you like best about Singular?** The great customer support, up-to-date tech-savvy solutions, customized solutions and reviews. **What do you dislike about Singular?** To be honest, there isn't any point to say under dislike category. **What problems is Singular solving and how is that benefiting you?** Measurement of mobile applications, web-app measurement solution **Official Response from Yoni Amias:** > Thanks so much for taking the time to write Ugur. The team loves working with you and everyone else at StarStable and we look forward to continuing to work with you and support your growth into 2023 and beyond! ### 38. The most complete MMP I’ve worked with – reliable, powerful and well-supported **Rating:** 4.5/5.0 stars **Reviewed by:** Amanda R. | Growth Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** August 06, 2025 **What do you like best about Singular?** As a media specialist who has worked with other MMPs (like Adjust and AppsFlyer), I find Singular to be the most complete and reliable solution on the market. Its unified dashboard makes it easy to monitor spend, attribution, revenue, and user events in one place. The support team is responsive, knowledgeable, and speaks our local language (Portuguese), which makes onboarding and troubleshooting much smoother. Their fraud prevention capabilities are solid and work in real-time, helping us save media budget by blocking invalid installs and clicks. One of the aspects I appreciate most is how easy it is to implement and integrate Singular with our stack. The onboarding was smooth, and the platform connects seamlessly with our media partners, analytics tools, and internal systems — which helped us get up and running quickly with minimal dev effort. **What do you dislike about Singular?** There’s honestly nothing I strongly dislike about Singular. I think Singular could improve the transparency in pricing tiers. **What problems is Singular solving and how is that benefiting you?** Singular helps us solve one of the biggest challenges in mobile marketing: having a neutral and unified platform for campaign measurement. It allows us to track performance across different media channels in a fast and reliable way, without depending on each platform's own reporting. This centralization saves time and gives us more confidence in our data. Another major benefit is fraud detection and prevention, especially with affiliate campaigns. Singular’s fraud protection tools have helped us avoid paying for invalid traffic and fake installs — directly increasing the ROI of our campaigns by eliminating waste. We're also excited about Creative IQ, a new feature we’re planning to test soon. We believe it will bring valuable insights on creative performance, helping us optimize assets more efficiently and make better creative decisions based on data. ### 39. Very happy with Singular! Good tool and decent priced! **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.) **Reviewed Date:** May 24, 2024 **What do you like best about Singular?** Gives clarity on UAC campaigns in a simple and easy to navigate UX. Overall all these mobile attribution tools do the same thing more or less, but Singular has a very competitive price. **What do you dislike about Singular?** Lack of iOS data but that's not because of Singular haha **What problems is Singular solving and how is that benefiting you?** Helps understand how our campaigns are doing and optimize based on that ### 40. Facilitate Customer Attribution and Analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Saiji Nicolas G. | Mid-Market (51-1000 emp.) **Reviewed Date:** April 21, 2026 **What do you like best about Singular?** I like being able to identify the source of my new clients with Singular. The initial setup was easy and there was support to resolve information issues. For now, Singular meets our needs. **What do you dislike about Singular?** Opportunity for organic attribution improvement **What problems is Singular solving and how is that benefiting you?** I use Singular to generate attributions in our campaigns and know from which medium our new customers are coming. ### 41. Fast Innovation, Strong UA Integrations, and Responsive Customer Success **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Games | Enterprise (> 1000 emp.) **Reviewed Date:** April 23, 2026 **What do you like best about Singular?** 1) Solid innovation pipeline with new features like Benchmarks or C-TV support coming quickly. 2) Standard like Appsflyer and Adjust = well supported by all UA channels. 3) Responsive Customer Success team and executive team. **What do you dislike about Singular?** 1) Latency for the dashboard can be, at times, a bit long. 2) Nothing more. **What problems is Singular solving and how is that benefiting you?** Attribution for Android of mobile app installs. ### 42. Great Support and Usability, but Limited Advertiser Adoption **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Games | Small-Business (50 or fewer emp.) **Reviewed Date:** October 14, 2025 **What do you like best about Singular?** The most helpful elements are the customer support and the intuitive interface. For me, I handle our UA, and even I can set up attribution links and data connectors without much issue. When there's an issue, I'm also able to troubleshoot very easily. ChatGPT does a great job of going through Singular's support docs, and since the docs are so thorough, I can get step by step instructions on almost any issue. **What do you dislike about Singular?** The major downside of using Singular is that Singular is not the preferred MMP of many advertisers, so they often get access to attribution features last. For example, TT has a new dashboard that I've wanted to use, but I can't since Singular can't attribute from that dashboard yet. I'll also say that because Singular is less popular our advertising reps are less familiar with how to advise us on it when we have issues. Singular's reps make up for this, but it's another round of telephone that can get annoying. **What problems is Singular solving and how is that benefiting you?** Singular does our attribution for mobile advertising, and this benefits our business because we have more clarity in which sources are driving attributable impact. This helps us spend dollars where they are most essential and avoid wasted spend. ### 43. Extremely Easy to Use with Exceptional Support from Eduardo Ochoa **Rating:** 5.0/5.0 stars **Reviewed by:** Ruben J. | Product Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** February 02, 2026 **What do you like best about Singular?** It’s extremely easy to use and provides solid solutions. The support from our account specialist, Eduardo Ochoa, has been exceptional. **What do you dislike about Singular?** It’s really complicated to measure attribution when the events we want to send come from the backend. **What problems is Singular solving and how is that benefiting you?** We can now correctly attribute our users and measure the success of our campaigns. ### 44. Excellent Support and Concrete Dashboards, But Can Be Improved in Accuracy **Rating:** 5.0/5.0 stars **Reviewed by:** Sara N. | Mid-Market (51-1000 emp.) **Reviewed Date:** April 21, 2026 **What do you like best about Singular?** I like Singular's support. I value their dashboards because they allow me to see the data in a concrete way. **What do you dislike about Singular?** More precision in the implementation, Slow initial setup **What problems is Singular solving and how is that benefiting you?** I use Singular for attribution and to know how my ads perform. Their dashboards allow me to see the data in a concrete way. ### 45. Easy Integrations and Smooth Setup with Helpful Support **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Entertainment | Mid-Market (51-1000 emp.) **Reviewed Date:** February 04, 2026 **What do you like best about Singular?** I really like the easy way of how we could integrate Singular tool with other marketing platforms. API connectors were easy to use and setup, and even if we were facing some difficulties in the process - all was resolved smoothly with the help of 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 time when I was using it. **What problems is Singular solving and how is that benefiting you?** It was helping a lot in collecting and reporting cost data from many different partners and sources. I think that cost reports setup is also quite easy to use and flexible in terms of adding additional fees to the partners. ### 46. Social Campaigns manager **Rating:** 5.0/5.0 stars **Reviewed by:** Ohad S. | User Acquisition Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** April 29, 2025 **What do you like best about Singular?** What I like best about Singular is how it consolidates all key marketing metrics into a single, easy-to-use platform, allowing for clear, accurate, and efficient campaign analysis and optimization. **What do you dislike about Singular?** the platform can sometimes feel overwhelming due to the complexity of certain reporting features **What problems is Singular solving and how is that benefiting you?** Singular solves the challenge of fragmented data by consolidating campaign performance, spend, and attribution into one platform. This saves time, improves data accuracy, and enables faster, more informed decision-making for optimizing UA campaigns. ### 47. Singular Reporting & Monique are Great!! **Rating:** 5.0/5.0 stars **Reviewed by:** Vanessa A. | Sr AdOps Team Lead, Small-Business (50 or fewer emp.) **Reviewed Date:** August 18, 2025 **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. **What do you dislike about Singular?** No complaints, it's great that so many partners are supported which makes integration a breeze! **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! ### 48. Improved Our Campaign Measurement with Advanced Traceability **Rating:** 4.0/5.0 stars **Reviewed by:** Alejandra O. **Reviewed Date:** October 13, 2025 **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. **What do you dislike about Singular?** At first, it was a bit complicated to understand the Singular platform. **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. ### 49. Singular Makes Campaign Reporting Easy, Reliable, and Time-Saving **Rating:** 4.5/5.0 stars **Reviewed by:** Itay F. | Senior User Acqisition, Mid-Market (51-1000 emp.) **Reviewed Date:** February 11, 2026 **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. **What do you dislike about Singular?** i can not play with the order in the metrics options **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. ### 50. Amazing Tool with Immediate benefits! **Rating:** 4.5/5.0 stars **Reviewed by:** Varun B. | Marketing Managwr, Mid-Market (51-1000 emp.) **Reviewed Date:** October 10, 2019 **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. **What do you dislike about Singular?** After sales support and commercials can be improved. **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. **Official Response from Yoni Amias:** > 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! ## Singular Discussions - [What are the new features and preparations for the Cookieless future?](https://www.g2.com/discussions/what-are-the-new-features-and-preparations-for-the-cookieless-future) - 1 comment, 1 upvote - [What is the benchmark you usually define for Install Validation fraud percentage with your affilliate partners?](https://www.g2.com/discussions/what-is-the-benchmark-you-usually-define-for-install-validation-fraud-percentage-with-your-affilliate-partners) - 1 comment, 1 upvote - [How can Singular help on media planning and forecast?](https://www.g2.com/discussions/15555-how-can-singular-help-on-media-planning-and-forecast) - 1 comment, 1 upvote - [View Singular pricing details and edition comparison](https://www.g2.com/products/singular/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-22+22%3A55%3A10+-0500&secure%5Bsession_id%5D=a5d78bea-b244-4ce4-9147-d9df8dbf8ff2&secure%5Btoken%5D=a062b1d2396d154bc8ea8fbb4d7b52fbf690816854dd8c849b8dd22b61b06185&format=llm_user) ## Singular Integrations - [Adjust](https://www.g2.com/products/adjust/reviews) - [Apple iOS](https://www.g2.com/products/apple-ios/reviews) - [Apple Search Ads](https://www.g2.com/products/apple-search-ads/reviews) - [Bing Ads](https://www.g2.com/products/bing-ads/reviews) - [Braze](https://www.g2.com/products/braze/reviews) - [ChatGPT](https://www.g2.com/products/chatgpt/reviews) - [CleverTap](https://www.g2.com/products/clevertap/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - [Facebook](https://www.g2.com/products/facebook/reviews) - [Facebook for Business](https://www.g2.com/products/facebook-for-business/reviews) - [Google Ads](https://www.g2.com/products/google-ads/reviews) - [Google BigQuery Data Transfer Service](https://www.g2.com/products/google-bigquery-data-transfer-service/reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - [Google Workspace](https://www.g2.com/products/google-workspace/reviews) - [Looker](https://www.g2.com/products/looker/reviews) - [MAX by AppLovin](https://www.g2.com/products/max-by-applovin/reviews) - [Meta Audience Network](https://www.g2.com/products/meta-audience-network/reviews) - [Mintegral AppGrowth](https://www.g2.com/products/mintegral-appgrowth/reviews) - [Mixpanel](https://www.g2.com/products/mixpanel/reviews) - [PostgreSQL](https://www.g2.com/products/postgresql/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) - [TikTok Ads](https://www.g2.com/products/tiktok-ads/reviews) ## Singular Features **User Identification** - User Segmentation - Geolocation **Authoring Tools** - Ad Templates - HTML5 Authoring - Automated Ad Creation - Lanugage Translation **Trading** - Keyword Tracking - Refund Management - Integrations **Management** - Reporting - Auditing **Platform Basics** - Attribution Windows - Retargeting Attribution - Validation Rules - Cross-platform attribution - Fraud Detection - Post-Fraud Attribution **Agentic AI - Creative Management Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making **Tracking & Reporting** - Custom Event Tracking - Real-Time Insights - Attribution - Dashboard - User Path Tracking - User Activity History **Marketing Operations** - ROI Tracking - Data Collection - Customer Insights - Multi-User Access - Spend Management **API Construction** - API Testing - Data Security - Orchestration - Scalability **Testing Tools** - Dynamic Versioning - A/B Testing **Threat Detection** - Account Alerts - Threat Detection - IP Address Monitoring - Rules **Functionality** - Extraction - Transformation - Loading - Automation - Scalability **Platform Data** - Uninstall Metrics - Retention Metrics - Analytics Dashboard - Cross-channel insights - Custom Dashboards - Data Segmentation **Audience Targeting** - Geographic Targeting - Device/OS Targeting - Retargeting **Metrics** - Engagement - Retention - Return - Conversions **API Management** - Traffic Control - Logs/Documentation - API Monitoring - Monetization - Gateway **Publishing Tools** - Demand Side Platform Built-in - Demand Side Platform Integration - Campaign Scheduling **Blocking** - Manual IP Blocking - Automated IP Blocking - Cross-Campaign Blocking **Analytics** - Digital Analytics - Attribution - Data Sharing and Exporting **Campaign Activity** - Campaign Insights - Reports and Dashboards - Campaign Stickiness - Multichannel Tracking - Brand Optimization - Predictive Analytics **Data Integration** - App Integration - Data Transformation - Plugins **Agentic AI - Marketing Analytics** - Autonomous Task Execution - Cross-system Integration - Proactive Assistance **Agentic AI - Value Selling Tools** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Agentic AI - Click Fraud** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making **Agentic AI - Business Continuity Management** - Multi-step Planning - Adaptive Learning ## Top Singular Alternatives - [AppsFlyer](https://www.g2.com/products/appsflyer/reviews) - 4.5/5.0 (755 reviews) - [Kochava](https://www.g2.com/products/kochava/reviews) - 4.1/5.0 (131 reviews) - [Adjust](https://www.g2.com/products/adjust/reviews) - 4.7/5.0 (711 reviews)