My main use case for using CleverTap as a product manager is to drive user engagement, retention, and lifecycle optimization through data-driven insights and personalized communication. In the product ecosystem, CleverTap serves as a central platform to analyze user behavior and translate those insights into actionable engagement strategies. We use it extensively to track key user events across the product, such as onboarding completion, feature usage, drop-offs, and transaction patterns, which helps me understand how users interact with different parts of the product.

One of the core use cases is advanced user segmentation. We create dynamic cohorts based on behavioral patterns, engagement frequency, and lifecycle stages. This allows us to design highly targeted campaigns, for example, the onboarding flow for new users, feature adoption nudges for partial engagement users, and re-engagement campaigns for dormant users.

I can provide a quick example of how we use CleverTap in practice. A realistic, product-driven re-engagement campaign example demonstrates our typical usage. Our use case is the re-engagement of dormant users. One of the most impactful campaigns we run using CleverTap focused on re-engaging users who had become inactive after initial onboarding. We observed that a significant percentage of users were dropping off within seven to ten days after sign-up. While they completed the onboarding, they were not constantly returning to use the core features of the product. This was directly affecting our retention and long-term user values.

First, we identified the target segment. Using CleverTap's segmentation capabilities, we created a cohort of users who signed up in the last thirty days, completed the onboarding, and had no activity for the last seven days. We further refined this segment by analyzing the last active actions, which helped us understand where users were losing interest. We then researched behavioral insights. From CleverTap's event and funnel analysis, we discovered that many users drop off after exploring only one to two features. A key feature had very low adoption, and users who engaged with that feature had significantly higher retention rates. This insight shaped our entire campaign strategy.

Finally, we delivered measurable improvements, including an increase in the reactivation rate among dormant users. We saw a significant uplift in feature adoption for the target features and an improvement in fourteen and thirty-day retention metrics. The campaign was fully automated and required minimal ongoing manual efforts, making our features highly scalable.

We have seen a positive impact on our organization, especially in how we approach user engagement, retention, and product decision-making. One of the most measurable outcomes that has improved after using CleverTap is early-stage retention metrics. Before using CleverTap, we had limited visibility into why users were dropping off after the onboarding. With its behavior analytics and segmentation, we identified key drop-off points and implemented targeted interventions, such as onboarding nudges, feature discovery campaigns, and re-engagement workflows. As a result, we have seen a noticeable increase in Day Seven and Day Thirty retention along with a reduction in dormant users.

CleverTap has also helped us significantly improve the feature adoption rate, which is critical from a product perspective. By identifying users who had not explored certain high-value features, we were able to trigger contextual in-app messages, send personalized recommendations, and guide users through key functionalities. This has led to a higher percentage of users engaging with core features, which directly contributes to long-term retention and product stickiness.

We have also seen a major shift in how we make product decisions. Instead of relying on assumptions, we can now use funnel analysis to identify friction points, cohort analysis to measure retention trends, and event tracking to understand user behaviors. This has enabled faster and more confident decision-making, reducing the time spent on guesswork and increasing the success rate of our product initiatives.

The best features CleverTap provides us are advanced user segmentation, behavioral analysis, and real-time personalization with trigger-based campaigns.

The first feature is advanced user segmentation because it is one of the strongest capabilities of CleverTap. Its granular and dynamic segmentation engine has allowed us to group users based on their behaviors, demographics, properties, and real-time activities. For an instant example, we create a segment of users who signed up in the last seven days but did not complete a key action and target them immediately. CleverTap supports real-time and psychographic segmentation, enabling highly personalized engagement strategies. From a product standpoint, better segmentation equals better personalization, and better personalization equals higher retention.

CleverTap also provides a great feature of behavioral analysis. It provides robust analytics tools such as funnels, cohorts, trends, and event analysis. These features help us understand where users are dropping off, which features are driving engagement, and how different user groups behave over time. From a product manager's perspective, this is extremely valuable because it turns assumptions into data-backed product decisions.

The last feature is real-time personalization and trigger-based campaigns. CleverTap enables us to act on live user behavior. We can trigger a message immediately after a user drops off, recommend features based on recent activities, and send reminders based on inactivity. These real-time capabilities ensure that engagement is contextual and timely, which is far more effective than batch campaigns.

Out of these features, advanced user segmentation has helped me the most because it directly influences almost every product and engagement decision we make. As a product manager, segmentation is essentially the foundation layer for everything else, whether it is analytics, personalization, or campaign execution. In CleverTap, we use segmentation daily to break down our user base into meaningful and actionable cohorts instead of treating all users the same. For example, we continuously work with segments such as new users who have not completed the onboarding, power users who engage frequently with key features, dormant users at risk of churning, and users who performed a specific action but did not convert. This level of granularity allows us to prioritize product decisions and engagement strategies more effectively.

In practical terms, advanced segmentation helps us make better decisions. Whenever we analyze a feature or a drop, we do not look at overall metrics; we look at specific user segment trends. For instance, if a feature adoption rate is low, segmentation helps us answer questions such as whether the issue is with new users or only with existing users, whether it is limited to a specific geographic or device type, or whether there are certain behaviors leading to higher adoption. These questions allow us to move from generic assumptions to precise and data-backed insights.

I have been using CleverTap for the last one year.

In my experience using CleverTap, it is quite stable. We have not experienced any downtime. CleverTap has been largely stable and reliable, especially for day-to-day operations such as campaign execution, user segmentation, event tracking, and dashboard reporting. We have not experienced any major prolonged outages that significantly disrupted the business operations of our organization.

From a product manager's perspective, CleverTap handles growth quite effectively when implemented properly from the start. It is highly scalable and well-suited for growing products, whether moving from thousands to millions of users. Its architecture is designed to handle millions of users and real-time events, high volume of campaign delivery, and large-scale behavioral data processing. In my experience, it is quite scalable. We have not experienced any downtime, and it can handle growth and increasing users with ease.

My experience with the support team is quite good. They are knowledgeable and always happy to help us. One point that stands out is that CleverTap does not provide only basic support. It offers a dedicated customer success structure, which includes onboarding managers, customer success managers, and technical account managers. They also provide implementation guidance, strategic advisory, and training in webinars. This structural approach helps the team get up to speed faster and extract value from the platform. They are very responsive with day-to-day support. The support team is generally responsible and knowledgeable. They are helpful in resolving common issues related to campaigns, segmentation, and integration. From my experience, the support team is quite supportive for our issues.

As a product manager, I have previously used different solutions. I have used a combination of multiple tools rather than a single unified platform. Previously, my stack included a product analytics tool and a separate engagement platform for push notifications and emails. The challenges with our previous approach were that user behavior was scattered across different tools, and it was difficult to connect behavioral analytics with engagement actions. Decision-making often required manual data manipulation. These challenges prompted me to switch to CleverTap to overcome these issues.

CleverTap's pricing is primarily based on monthly active users, data points, and events tracked, along with add-ons and channels. For example, in my company, which is a startup, the plan can start around seventy-five dollars per month as a rough idea for smaller monthly active user tiers, but pricing scales significantly as the user base and usage grows in my organization. CleverTap uses a tier-based licensing system rather than strict per-seat pricing. The team can allocate user tiers, and billing is calculated based on average monthly usage of licensed users. For example, if usage exceeds the allocated tier, it moves to the next pricing tier. This provides flexibility, but it also means that the organization needs to actively manage user access and usage to stay within the budget.

We use public cloud to deploy CleverTap.

We have seen clear measurable return on investment after implementing CleverTap, both in terms of revenue impact and operational efficiency. From our internal observation, we have seen a double-digit improvement in retention, roughly a ten percent to fifteen percent uplift, and an increase in feature adoption directly contributed to higher user lifetime values. Re-engagement campaigns helped recover a portion of otherwise churned users. These improvements translated into better conversion rates and more consistent revenue growth. From an industry perspective, this aligns with broader findings of organizations using CleverTap. Our organization has reported improvements of up to thirty percent in customer retention and around a rough estimate of a thirty-five percent increase in conversion rates, with even a five hundred sixty-one percent overall return on investment over a compositing study period. Campaign creation and execution time reduced by roughly thirty to forty percent, and the team can now launch and optimize campaigns much faster. We have also saved around eight hours per day on campaign operations due to automation.

From a product manager's perspective, CleverTap follows a usage-based and tier pricing model, which is fairly standard for customer engagement platforms, but it comes with both advantages and some complexity.

Before choosing CleverTap, I evaluated other options. The other options I evaluated are Mixpanel, WebEngage, and Firebase Analytics. Each of these platforms has strong capabilities, but they differ in terms of how well they balance analytics, engagement, and ease of use.

My advice to those looking to use CleverTap is to start from basics. Approach CleverTap not just as a marketing or engagement tool, but as a strategic product growth platform. Before implementation, spend time defining key user events, important user properties, and success metrics aligned with product goals. Create a well-structured tracking plan to get better insights, more accurate segmentation, and more effective campaigns. Fixing event structure later can be complex, so getting this right early is critical. Also, define the product user journeys and key performance indicators. I would rate my overall experience with CleverTap as an eight out of ten.

I use CleverTap for multiple purposes including marketing campaign automation, push notification and in-app message handling, user behavior tracking, segmentation, native display, and back-end integration. I have also used it for promotion purposes.

For example, in a recent campaign, I wanted to send a message or in-app notification to customers who placed orders in the last seven days. I also have a use case where I need to determine if it is a customer's first order. If it is their first order, I send specific messages and notifications.

Our organization operates in the QSR domain. When we have a new product, I want every customer to know about it. Using traditional campaigning through social media would not be efficient. With CleverTap, it is much easier to reach active users of my application. I can show them the new product without changing or deploying any new application to the Play Store.

As a developer, I would say the best feature is the capability it provides for the marketing team to run campaigns. For example, when we want to promote something in my mobile application within the QSR zone, I can create a campaign and every user with my application can see in-app notifications and promotions.

As a developer, I am able to see the complete user journey, where users are going, and how many people are currently using my application. If I want to do sampling, I can do sampling based on users. Since I have millions of users, I can do segmentation or sampling. For example, I can target sampling to 100 people whose number ends with 68 only. CleverTap has vast capabilities, and it would take a day to explain every feature, but I have explained the major ones that I use.

CleverTap is impacting my organization in terms of revenue and app stability. I can analyze my application and user behavior. These are the areas that are helping my application stand in a different place in the market and help me generate more revenue.

I have been using CleverTap for the last four to five years and I am a current user as well.

I do not see any challenges. CleverTap has a very decent support team.

The setup is very easy. CleverTap is a very simple platform to use. I would rate it a 10 out of 10. Starting from the beginning, the integration of CleverTap is very easy. From the last few conversations, I was discussing the marketing campaign, which is straightforward to set up.

From my experience, CleverTap is doing exceptional work. I would not say there is anything negative to pinpoint about CleverTap, as it is doing an awesome job overall. I would rate it a 10 out of 10.

I have already explained the features including marketing campaigns, native display, and sampling using segmentation. With segmentation, we can do A/B testing and test user behavior. We can also do promotion work. We can integrate CleverTap with both the back-end and front-end very easily.

If you want to make your product different from others, you should use CleverTap, as it has great capability in marketing, promotion, and analyzing user behavior.

Multiple teams use CleverTap. I am from the development team and use CleverTap frequently to analyze my application. We have a product team that analyzes the product, an analytics team that analyzes everything, and a revenue team that observes the revenue from CleverTap. We use it on a daily basis.

We can see real-time data. As a developer, I can see the real-time data, which is critical for monitoring performance. In a single term, marketing is the most important aspect. Every product success requires marketing, so marketing campaigns are the best feature. Additionally, if we are able to track user behavior or do sampling with users, we can easily upgrade our application. These are the best parts of CleverTap.

I would rate this review a 10 out of 10 overall.

My main use case for CleverTap is to keep track records of users and create automated campaigns regarding email, SMS, and push notifications as per user events. I also use it for showcasing pop-ups. CleverTap helps me improve my business by enabling me to understand user behaviors, what device they use, their location, and much more. It aids me with marketing, testing, and more. The analytics help me know how many events I triggered, if users engaged, and whether users interacted with the campaigns or not. CleverTap also has the functionality to deliver messages immediately or at a specific time, which is very helpful. Event tracking for my users helps me build cohorts for push notifications and other action items, and my support team uses CleverTap to identify and troubleshoot issues.

Analytics and customer engagement are also great, especially the behavioral analytics. It has enabled me to create targeted campaigns for specific segments, analyze campaign performance, and make marketing decisions based on the engagement data.

The best features CleverTap offers include multi-platform engagement, funnel data, and marketing automation options.

Among those features, I find event tracking, user profiles, cohorts based on attributes, and visualization of data to be the most impactful. Overall, it helps enhance user experience, increase engagement, and keep track of events such as which user clicked which event and what actions were taken.

CleverTap has positively impacted my organization by saving manual work through automation, as it most probably saves thirty to forty percent of my manual work every day. It helps in real-time marketing, and I appreciate that CleverTap is not expensive compared to some of the competitors in the market, making it very cost-effective. However, some bugs have led me not to capture certain user events, which needs improvement.

CleverTap can be improved by enhancing the tracking of specific users for certain functionalities.

I would also suggest that CleverTap should make its interface much simpler and more user-friendly for new users and provide a module for better understanding.

I have been using CleverTap for the past five years.

CleverTap is very stable, with no downtime or lagging experience so far.

CleverTap is highly scalable, working for any size of organization and is very cost-effective, making affordability very high.

CleverTap customer support is very unparalleled and responsive.

Before CleverTap, I used MoEngage and Adobe Campaign.

I give CleverTap an eight out of ten because it has been a great tool compared to other tools, very cost-effective, and easy to use. It has helped me increase my customer engagement, deliver the right information at the right time to users, and enhance my marketing strategies through promotional emails.

When I say forty percent of manual work is saved, I mean CleverTap helps in creating automated campaigns for various platforms and even includes event-triggered functionality while also providing template functionality to design templates according to my needs.

I have definitely seen a return on investment, as automation helps me save time, increase engagement, retention, and activation and reactivation.

Regarding pricing, setup cost, and licensing, the price is more competitive compared to other competitors.

I evaluated other options before choosing CleverTap, including Netcore and Smarttech.

My advice for others looking into using CleverTap is that it is a great tool to manage campaigns and drive retention and engagement through CleverTap. The different types of events help in real-time data and create live segments, while trigger-based campaigns can help resolve drops in the app's website journey. CleverTap is a great and very recommendable tool.

I think CleverTap is an awesome tool if you have a mobile app and want your customers to access it constantly. It fits very easily into your marketing department's schedule and can be used by many users simultaneously.

I found this interview brilliant and have no changes to suggest for the future. I would rate this review an eight out of ten.