CleverTap vs. Firebase

It is quite suited for all the SMS, emails, and other in-game campaigns, but wherein the delivery rate I personally feel it is less, and it has [a] limitation on 5 pins for the day for 1 user, it should be unlimited.

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Firebase should be your first choice if your platform is mobile first. Firebase's mobile platform support for client-side applications is second to none, and I cannot think of a comparable cross-platform toolkit. Firebase also integrates well with your server-side solution, meaning that you can plug Firebase into your existing app architecture with minimal effort.

Firebase lags behind on the desktop, however. Although macOS support is rapidly catching up, full Windows support is a glaring omission for most Firebase features. This means that if your platform targets Windows, you will need to implement the client functionality manually using Firebase's web APIs and wrappers, or look for another solution.

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• Leanplum handles user data & segmentation very well. There are many different system & custom fields you can segment on. The field type & segment local operator support is really advanced, allowing you to slice your lists or data any way you want.
• Out of the box, Leanplum provides many types of analysis to understand how events affect customer interaction with your product. If you fully integrate with the SDK and send detailed interaction & product purchase events, Leanplum can give you great user & financial insights.
• Leanplum's campaign setup process is intuitive and powerful. Setting up the segments and schedule is very easy. The A/B testing capabilities are also very powerful and the split test analysis view is very helpful.

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• Analytics wise, retention is extremely important to our app, therefore we take advantage of the cohort analysis to see the impact of our middle funnel (retargeting, push, email) efforts affect the percent of users that come back into the app. Firebase allows us to easily segment these this data and look at a running average based on certain dates.
• When it comes to any mobile app, a deep linking strategy is essential to any apps success. With Firebase's Dynamic Links, we are able to share dynamic links (recognize user device) that are able to redirect to in-app content. These deep links allow users to share other deep-linked content with friends, that also have link preview assets.
• Firebase allows users to effectively track events, funnels, and MAUs. With this simple event tracking feature, users can put organize these events into funnels of their main user flows (e.g., checkout flows, onboarding flows, etc.), and subsequently be able to understand where the drop-off is in the funnel and then prioritize areas of the funnel to fix. Also, MAU is important to be able to tell if you are bringing in new users and what's the active volume for each platform (Android, iOS).

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• Occasionally the UI can take a while to load after login, I need to refresh every now and then. It might be due to the amount of information - not sure.
• The search area of the User screen can be a bit confusing, it took some getting used to at first. The area that I wanted to click (Look up User...) is grayed out, maybe two different buttons on this screen would be more clear rather than a toggle.

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• Attribution and specifically multi-touch attribution could be more robust such as Branch or Appsflyer but understand this isn't Firebases bread and butter.
• More parameters. Firebase allows you to track tons of events (believe it's up to 50 or so) but the parameters of the events it only allows you to track 5 which is so messily and unbelievable. So you're able to get good high-level data but if you want to get granular with the events and actions are taken on your app to get real data insight you either have to go with a paid data analytics platform or bring on someone that's an expert in SQL to go through Big Query.
• City-specific data instead of just country-specific data would have been a huge plus as well.

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I don't use the Firebase UI much, but rather connect it to GA4. GA4 has a great event model but the GA4 UI and analysis capabilities are limited. It's harder to measure product usage type of engagement but if you have the time and resources to leverage the GA4 to BiqQuery export you'll have all the raw event data you'll need for deep analysis, segmentation, and audience activation.

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For their expertise and timely resolution to our issues.

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Our analytics folks handled the majority of the communication when it came to customer service, but as far as I was aware, the support we got was pretty good. When we had an issue, we were able to reach out and get support in a timely fashion. Firebase was easy to reach and reasonably available to assist when needed.

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Edit: Clevertap added attribution tools to its features, making it possible to track your user acquisition sources. CleverTap is as complete as Localytics. It provides us good segmentation, analysis and engagement tools for a good competitive price. T̶h̶e̶ ̶o̶n̶l̶y̶ ̶d̶o̶w̶n̶s̶i̶d̶e̶ ̶i̶s̶ ̶t̶h̶a̶t̶ ̶C̶l̶e̶v̶e̶r̶t̶a̶p̶ ̶d̶o̶e̶s̶ ̶n̶o̶t̶ ̶h̶a̶v̶e̶ ̶a̶t̶t̶r̶i̶b̶u̶t̶i̶o̶n̶ ̶t̶o̶o̶l̶s̶,̶ ̶w̶h̶i̶l̶e̶ ̶L̶o̶c̶a̶l̶y̶t̶i̶c̶s̶ ̶d̶o̶e̶s̶. One other major advantage of Clevertap is its customer service. They are always standing by to promptly respond to any question you might have regarding its usability or its development. This kind of careful attention is really appreciated.

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Before using Firebase, we exclusively used self hosted database services. Using Firebase has allowed us to reduce reliance on single points of failure and systems that are difficult to scale. Additionally, Firebase is much easier to set up and use than any sort of self hosted database. This simplicity has allowed us to try features that we might not have based on the amount of work they required in the past.

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• We are able to message our customers and let them know of an upcoming event in one of our applications and the data has shown that improves our numbers quite a bit more than just hoping the user will find the specific event that has been released.
• The ability to taylor messaging to high end purchasers of "In App" content raises the amount of purchases by a user group that has proven in the past they will consistently purchase in game content when notified of it going on sale.
• Internal Testing of Leanplum is a important part of using Leanplum as we had a situation where our application went out with Leanplum recently added to the software and something was causing the application to crash as soon as it was opened. Effectively stopping anyone from using our application. Leanplum was immediately turned off on this application after it was apparent it was affecting all users.

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• Makes building real-time interfaces easy to do at scale with no backend involvement.
• Very low pricing for small companies and green-fields projects.
• Lack of support for more complicated queries needs to be managed by users and often forces strange architecture choices for data to enable it to be easily accessed.

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