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12 Best Mobile Analytics Software Shortlist

I have compiled a list of the best mobile analytics software after examining various tools that meet your app requirements.

  1. Adobe Analytics - Best for robust segmentation and real-time analysis
  2. MoEngage - Best for user-centric push notifications and personalization
  3. AppsFlyer - Best for attributing app installs to marketing campaigns
  4. Mixpanel - Best for tracking user interactions with in-app events
  5. CleverTap - Best for behavioral analytics and multi-channel messaging
  6. Glassbox - Best for website and mobile app session replays
  7. Amplitude Analytics - Best for product intelligence and user path visualization
  8. Google Analytics - Best for broad-spectrum app and website tracking
  9. Smartlook - Best for user behavior qualitative analysis via heatmaps
  10. Siteimprove - Best for web performance and accessibility insights
  11. ContentSquare - Best for visualizing user journeys and experiences
  12. Domo Analytics - Best for integrating and visualizing data from disparate sources

As someone who's been knee-deep in mobile analytics, I can tell you first-hand how vital it is for app marketers working with iOS and Android platforms to have reliable analytics tools. From monitoring downloads and active users to advanced user segmentation, an effective app analytics platform is vital in collecting and interpreting those pivotal metrics and KPIs. I understand your need for tools to efficiently parse through copious amounts of data and produce valuable insights.

Trust me, these metrics are invaluable when it comes to making data-driven decisions and crafting effective marketing strategies. Whether you're looking for an open-source option with an accessible SDK and API or a comprehensive on-premise solution, these tools make a difference. They help diagnose where an app might fall short, whether an unsettlingly high uninstall rate or underperforming LTV and provide the insights you need to improve. So, let's delve into these options and find the best tool for your mobile marketing needs.

What is Mobile Analytics Software?

Mobile analytics software is a specialized toolset designed to capture, store, and analyze data related to mobile platform usage. These tools provide invaluable insights into user behavior, app performance, engagement, retention, and more. These mobile app analytics tools provide a window into your app's performance and user experience. They allow you to track conversion rates, calculate user acquisition costs, and monitor retention rates.

They are used by businesses across industries, primarily by product managers, marketing professionals, app developers, and data analysts. Mobile analytics software is essential for understanding users, improving their experience, and boosting profitability. It helps identify conversion triggers and reasons for abandonment, making it crucial for effective mobile strategies.

Overview of the 12 Best Mobile Analytics Software

1. Adobe Analytics - Best for robust segmentation and real-time analysis

Adobe Analytics Mobile Analytics Software
This is an image of the Adobe Analytics analysis workspace dashboard.

Adobe Analytics is a comprehensive tool that offers powerful data analytics. It specializes in tracking, aggregating, and visualizing data from various sources. Its exceptional capability to provide robust segmentation and real-time analysis justifies its standing as the best for these functions.

Why I Picked Adobe Analytics:

When curating this list, I chose Adobe Analytics due to its expansive feature set and reputation for reliability. Its standout functionality is the ability to segment data in a highly granular manner and analyze it in real-time. That's why it's best for robust segmentation and real-time analysis - it has an edge in dissecting complex data sets swiftly and accurately, a function essential to many businesses.

Standout features & integrations:

Adobe Analytics shines with features like multi-channel data collection, predictive analytics, and anomaly detection. The cohort analysis is particularly useful for studying specific groups over time. Adobe Analytics integrates with other Adobe Experience Cloud tools for a more comprehensive data analysis experience.


Pricing for Adobe Analytics starts from $100/user/month. Pricing details are often custom-tailored based on specific business needs, so it's best to contact Adobe for a precise quote.


  • Advanced segmentation capabilities
  • Real-time analysis
  • Comprehensive integration with Adobe Experience Cloud


  • High starting price
  • Steeper learning curve for beginners
  • Pricing information not readily available

2. MoEngage - Best for user-centric push notifications and personalization

MoEngage Mobile Analytics Software
With MoEngage software users can inform facilitates on a unified messaging infrastructure across multiple channels using a single API to build and manage transactional alerts.

MoEngage offers intelligent customer engagement tools, focusing on automating personalized interactions. It shines in its capability to deliver user-centric push notifications, making it an excellent choice for enhancing communication and engagement strategies.

Why I Picked MoEngage:

MoEngage caught my attention in my selection process because of its unique approach to personalizing user interactions. Many tools can push notifications, but MoEngage stands out with its emphasis on individualized, user-centric messaging. I deemed it the best for user-centric push notifications and personalization because it allows businesses to tailor their messaging, leading to better engagement and improved user retention.

Standout features & integrations:

MoEngage offers a robust suite of features, including Flows, an automation tool that allows for personalized messaging based on user behavior. The Sherpa AI feature optimizes push timing for increased engagement. MoEngage integrates well with platforms like Segment, Adjust, and AppsFlyer for enhanced data analysis and strategic decision-making.


Pricing for MoEngage starts from $999/month, billed annually. This includes a range of features suitable for start-ups and small businesses.


  • Intelligent automation of push notifications
  • Strong focus on personalization
  • Effective integration with other analytics tools


  • Pricing is on the higher end of the spectrum
  • The platform may require a learning curve for beginners
  • Pricing details are not immediately transparent

3. AppsFlyer - Best for attributing app installs to marketing campaigns

AppsFlyer Mobile Analytics Software
The overview dashboard of AppsFlyer gives advertisers a real-time window into the LTV performance of user acquisition and retargeting campaigns.

AppsFlyer is a top-notch mobile attribution and marketing analytics platform. It helps businesses track and analyze their app installs, with a keen eye for attributing them to specific marketing campaigns.

Why I Picked AppsFlyer:

I selected AppsFlyer for its exceptional focus on attributing app installs to marketing initiatives. Compared to many others, AppsFlyer takes a unique, detail-oriented approach. That's why it gets my vote as the best for attributing app installs to marketing campaigns. It tracks app installs and goes a step further to provide a clear path of how users found and installed the app.

Standout features & integrations:

AppsFlyer's Real-Time Reports provide instant insights into campaign performance. The OneLink feature allows for deep linking across all platforms and marketing channels. Key integrations include Facebook, Twitter, Google Ads, and over 2,000 other networks, helping businesses manage and optimize their marketing efforts across multiple channels.


Pricing for AppsFlyer is available upon request. They offer tailored plans based on individual business needs and the scale of operations.


  • Detailed attribution of app installs
  • Comprehensive integrations with major networks
  • Real-time reporting for instant insights


  • Pricing details not readily available
  • Can be overwhelming for beginners due to the wealth of features
  • Custom pricing might not be budget-friendly for small businesses

4. Mixpanel - Best for tracking user interactions with in-app events

Mixpanel Mobile Analytics Software
Know how metrics are trending with Mixpanel's dashboard, users can monitor all of their product's key performance indicators in real-time, all in one place, and share updates with your team.

Mixpanel is a mobile analytics platform that excels at tracking in-app events and user interactions. It provides valuable insights into what users are doing within your app, giving you a window into user behavior and preferences.

Why I Picked Mixpanel:

When it comes to tracking in-app events, Mixpanel stands out. I chose this tool for its deep dive into the user journey within an app. It can follow every button click, page transition, and transaction made by the user. This makes it best for those who want to completely understand user interaction with their application.

Standout features & integrations:

The funnel analysis feature of Mixpanel offers granular insights into user behavior. The A/B testing module allows users to test various aspects of their app to optimize the user experience. Mixpanel integrates well with many platforms, including Google Cloud, AWS, Salesforce, and Zapier, which can streamline your data analysis process.


The starting price for Mixpanel is $25/user/month (billed annually). This gives access to core analytics features, data history, and data governance.


  • In-depth tracking of user interactions
  • Powerful A/B testing features
  • Extensive integrations with key platforms


  • Can be complex to set up and use
  • Pricing can be high for small teams
  • Lacks real-time data updates

5. CleverTap - Best for behavioral analytics and multi-channel messaging

Clevertap Mobile Analytics Software
CleverTap's enhances customer retention using omnichannel engagement and visual journey builder to keep customers engaged across mobile, email, web, and other channels.

CleverTap is a mobile analytics solution focusing on behavioral analytics and multi-channel messaging. It enables you to understand your user behavior granularly and leverage those insights for effective multi-channel communication.

Why I Picked CleverTap:

I picked CleverTap because its powerful behavioral analytics provide a comprehensive understanding of user behavior, leading to more personalized and compelling messaging. The ability to leverage these insights across multiple channels makes it a standout. Its strength in both these areas makes it the best choice for teams needing to analyze user behavior in-depth and communicate effectively across numerous platforms.

Standout features & integrations:

CleverTap's behavioral analytics give a clear picture of how users interact with your app, allowing you to tailor experiences to individual users. Its multi-channel messaging functionality also integrates email, SMS, push notifications, and in-app messaging for comprehensive communication efforts. CleverTap integrates with major platforms such as Facebook, Google Ads, Zapier, and more, allowing a smooth workflow.


CleverTap's pricing starts from $999/month (billed annually). This includes access to their core features of behavioral analytics and multi-channel messaging.


  • In-depth behavioral analytics
  • Comprehensive multi-channel messaging
  • Integration with major platforms


  • High starting prices may be a barrier for smaller businesses
  • User interface can be complex for beginners
  • Lack of real-time customer support

6. Glassbox - Best for website and mobile app session replays

Glassbox Mobile Analytics Software
Visualize, observe, analyze, and elevate your digital customer journey with Glassbox Augmented Journey Map™ for both web and native mobile apps.

Glassbox is a digital customer experience solution specializing in recording and analyzing user interactions on your website and mobile app. It's designed to provide businesses with clear, insightful session replays, making it ideal for understanding the user experience on a granular level.

Why I Picked Glassbox:

I chose Glassbox for its exceptional capabilities in replaying user sessions on websites and mobile apps. It stands out because of its high-fidelity replay feature, which gives a near-exact recreation of the user’s journey. Given its ability to help understand the user experience in such a detailed manner, it's my top pick for those needing to scrutinize the website and mobile app interactions closely.

Standout features & integrations:

Key features of Glassbox include session replay, automatic insights, and customer journey mapping. These features provide a comprehensive understanding of the customer journey and the challenges they might encounter. Glassbox offers integrations with several platforms, including CRM tools, customer service software, and more, allowing teams to centralize user behavior data.


Glassbox operates a "Pricing upon request" model, meaning potential customers must contact Glassbox directly for a quote.


  • High-fidelity session replay provides accurate user journey insights
  • Integrations with numerous platforms allow for streamlined data analysis
  • Automatic insights help to quickly identify problem areas


  • No published pricing information may make budgeting more difficult
  • The learning curve can be steep for those unfamiliar with session replay tools
  • May not be suitable for very small businesses due to potentially high pricing and advanced features

7. Amplitude Analytics - Best for product intelligence and user path visualization

Amplitude Analytics Mobile Analytics Software
With Amplitude Analytics users can keep a pulse on product usage and most important metrics with real-time insights that are flexible to users' unique needs.

Amplitude Analytics is a product intelligence platform that helps businesses track user interactions and visualize user paths. It provides valuable insights into how users engage with their products, making it a great choice for businesses seeking user path visualization and product intelligence.

Why I Picked Amplitude Analytics:

I selected Amplitude Analytics due to its robust capabilities in product intelligence and user path visualization. Among its peers, it stands out with its detailed event tracking and user path analyses. These attributes provide invaluable insights into user behavior and product engagement, making it an ideal choice for businesses focusing on enhancing their product intelligence.

Standout features & integrations:

Amplitude's most significant features include real-time analytics, cohort analysis, and a unique feature known as a 'microscope' that gives you further detail on any data point. The platform also supports integrations with various popular tools, such as Slack, Jira, and Salesforce, among others, facilitating improved workflow and data sharing across platforms.


Amplitude Analytics offers a free plan, but the pricing for their 'Growth' plan, which includes more advanced features, starts at $995/month (billed annually).


  • Comprehensive product analytics and event tracking capabilities
  • Advanced user path visualization offers detailed insights into user behavior
  • Wide range of integrations facilitates workflow across different platforms


  • Pricing could be a bit steep for small businesses
  • Initial setup might be complex due to the breadth of features
  • The free plan has limitations in data history and core behavioral reports

8. Google Analytics - Best for broad-spectrum app and website tracking

Google Analytics Mobile Analytics Software
With Google Analytics users can find where other end users are dropping off and drive results.

Google Analytics tracks website and app metrics like visitor behavior, demographics, and conversion patterns for comprehensive tracking.

Why I Picked Google Analytics:

I picked Google Analytics for its versatile and expansive tracking capabilities. The tool's ability to capture various metrics across different platforms gives it a unique advantage. This broad-spectrum tracking capability makes Google Analytics an ideal choice for businesses seeking a holistic view of their website and app performance.

Standout features & integrations:

Key features of Google Analytics include robust audience reporting, real-time tracking, traffic acquisition details, and conversion tracking. Additionally, Google Analytics offers integrations with numerous platforms like Google Ads, Google Search Console, and Data Studio, which significantly augments its analytical potential.


Google Analytics primarily operates on a freemium model. Their advanced tier, Google Analytics 360, starts from approximately $150,000 per year (billed annually), making it suitable for larger organizations.


  • Comprehensive tracking across different platforms
  • Integrations with other Google products
  • Robust and in-depth reports


  • The learning curve may be steep for beginners
  • Data privacy concerns due to data aggregation
  • High price for Google Analytics 360 might be prohibitive for smaller businesses

9. Smartlook - Best for user behavior qualitative analysis via heatmaps

Smartlook Mobile Analytics Software
Here is a view of Smartlook's dashboards where users are allowed to see the most important data.

Smartlook is an analytics tool designed to provide insights into user behavior through heatmaps and session recordings. Its capacity to offer visual representations of user interactions positions it as an excellent tool for qualitative analysis via heatmaps.

Why I Picked Smartlook:

When studying user behavior, I found Smartlook's visual and qualitative approach compelling. The heatmap feature, in particular, provides a distinct way to analyze user interactions. This uniqueness, coupled with its capacity to illustrate user behavior makes it the best choice for qualitative analysis via heatmaps.

Standout features & integrations:

Smartlook offers robust features, including session replay, event tracking, funnels, and its standout feature - heatmaps. The tool also integrates well with popular platforms such as WordPress, Shopify, Google Tag Manager, and many others, thereby increasing its functionality and reach.


Pricing for Smartlook starts from $31/user/month (billed annually). This is the cost for their Starter plan, which includes 7,500 sessions per month for a single project.


  • Provides in-depth qualitative insights through heatmaps
  • Allows session replays for detailed user behavior analysis
  • Integrates with many popular platforms


  • Requires a significant learning curve
  • The Starter plan only supports a single project
  • Can be more expensive compared to other analytics tools

10. Siteimprove - Best for web performance and accessibility insights

Siteimprove Mobile Analytics Software
Here's Siteimprove providing the resources users need to create an inclusive digital presence.

Siteimprove is a comprehensive digital tool that improves website accessibility and performance. It's perfect for enhancing your online presence.

Why I Picked Siteimprove:

I prefer Siteimprove for web optimization tools because it takes a comprehensive approach to web performance and accessibility. Its focus on accessibility sets it apart from other tools and shows its dedication to inclusive web design. Overall, I believe Siteimprove is the top tool for gaining insights into web performance and accessibility.

Standout features & integrations:

Siteimprove provides numerous features that assist in optimizing your digital presence. Its standout features include SEO optimization, content quality assurance, accessibility analysis, and data privacy compliance. Siteimprove can also be integrated with several popular platforms, including WordPress, Drupal, Adobe Experience Manager, and Microsoft SharePoint.


Siteimprove operates on a custom pricing model. Thus, the starting price is variable based on individual business needs. For accurate pricing details, they recommend direct contact.


  • Comprehensive focus on web performance and accessibility
  • Offers data privacy compliance feature
  • Wide range of integrations with popular platforms


  • Custom pricing model may not suit businesses with a fixed budget
  • The tool has a steep learning curve for new users
  • Customization options can be overwhelming for beginners

11. ContentSquare - Best for visualizing user journeys and experiences

ContentSquare Mobile Analytics Software
This is an image of ContentSquare's flow chart where users can see all customer flow throughout the entire site or app at a glance. 

ContentSquare is a digital experience analytics platform that leverages AI to visualize and analyze user journeys and experiences. Its ability to provide a clear, visual depiction of user interaction makes it a robust tool for businesses seeking to comprehend and enhance their customers' experience.

Why I Picked ContentSquare:

I chose ContentSquare for its unique approach to portraying user journeys and experiences visually. Its use of AI to offer in-depth analysis and actionable insights based on these visual representations sets it apart. ContentSquare stands as the best tool for visualizing user journeys due to its ability to not only represent but also interpret these interactions.

Standout features & integrations:

ContentSquare offers a range of powerful features, such as AI-powered insights, session replays, heatmaps, and funnel optimization. These features empower you to understand user behavior in great depth. Additionally, the platform offers integrations with various systems, such as Adobe Analytics, Google Analytics, Optimizely, Tealium, and more.


ContentSquare uses a custom pricing model, and they don't provide a clear starting price. You'll need to reach out to them directly for a quote.


  • Provides clear, visual representation of user interactions
  • Uses AI for in-depth analysis and insights
  • Offers a wide range of integrations


  • No clear starting price, which may deter budget-conscious businesses
  • Might be complex for beginners to understand
  • Some users have reported slow load times

12. Domo Analytics - Best for integrating and visualizing data from disparate sources

Domo Analytics Mobile Analytics Software
Users can see the whole picture with Domo Analytics dashboard overview where end-users can visualize data and collaborate in the context of the moment to take informed action faster.

Domo is a top platform for integrating and visualizing complex data sets from multiple sources, ideal for businesses managing diverse data.

Why I Picked Domo Analytics:

Domo Analytics was an obvious choice for me in determining the tools for this list due to its advanced data integration and visualization capabilities. Due to its robust data connectors and user-friendly interface, I selected it as the best tool for handling and visualizing data from various sources. This tool stands out with its extensive range of data connectors, enabling it to integrate with multiple data sources.

Standout features & integrations:

Domo offers drag-and-drop data manipulation, interactive visualizations, real-time updates, and more. One significant feature is its Data Center, which helps you connect, transform, and visualize data from any source. Moreover, Domo provides integrations with many popular platforms such as Salesforce, Google Analytics, Excel, etc.


Pricing for Domo Analytics starts at $83/user/month (billed annually). However, they do offer custom plans so that pricing can vary based on the size and specific needs of your business.


  • Offers robust data integration with numerous connectors
  • Provides interactive visualization tools
  • Real-time updates help you stay informed


  • Starting price may be higher than other competitors
  • The platform might be overwhelming for beginners
  • Custom pricing may lead to cost uncertainties

Other Noteworthy Mobile Analytics Software

Below is a list of additional mobile analytics software that I shortlisted, but did not make it to the top 12. Definitely worth checking them out.

  1. Branch - Good for comprehensive linking, attribution, and measurement across all devices and channels
  2. Singular - Good for unifying marketing data from thousands of sources
  3. FullStory - Good for understanding user experiences with digital intelligence
  4. Google Analytics 360 - Good for businesses needing enterprise-level analytics and insights
  5. Pendo - Good for product teams wanting in-app user insights and engagement tools
  6. Amazon Pinpoint - Good for personalized user engagement across multiple channels
  7. AppFollow - Good for tracking and optimizing app metrics
  8. Quantum Metric - Good for identifying website user pain points in real-time
  9. AppTweak - Good for optimizing app visibility with ASO tools
  10. UXCam - Good for visualizing user experience within apps
  11. Smartlook - Good for understanding user behavior with heatmaps and recordings
  12. Heap - Good for capturing all user interactions without needing to predefine events
  13. Qonversion - Good for in-app purchase data and performance analytics
  14. Sensor Tower - Good for mobile app store optimization and market intelligence
  15. Chartbeat - Good for content teams needing real-time audience analytics

Selection Criteria for Choosing Mobile Analytics Software

In my quest to find the most efficient analytics tools, I tested and scrutinized more than 30 tools. These tools were chosen based on their ability to manage data effectively, provide insightful analytics, and deliver an easy-to-navigate user interface.

Core Functionality:

  • Data collection and integration: The tool should be capable of pulling in data from various sources and integrating it for analysis.
  • Real-time analytics: The software needs to provide real-time updates and insights for quick decision-making.
  • Customizable dashboards: The tool should allow for the customization of dashboards to suit the organization’s needs.

Key Features:

  • Predictive analytics: This feature allows for future trends and patterns to be identified and leveraged for strategic planning.
  • Automated reporting: This saves time by automatically generating reports based on analyzed data.
  • Data visualization: A vital feature that turns complex data into easily interpretable visual formats.
  • User journey mapping: This feature is helpful in tracking user behavior and experiences across platforms.


  • Intuitive user interface: For an analytics tool, the interface must be easy to understand. This includes clearly labeling features, easy navigation, and minimalistic design that doesn't overwhelm users.
  • Easy onboarding: The tool should offer resources such as tutorials, guides, and customer support to help new users understand its functionalities.
  • Efficient customer support: Quick and effective customer support can significantly influence the usability of the software, especially when dealing with complex analytics tools.
  • Role-based access: This is particularly important in larger teams where different members may need different levels of access to data and insights. The tool should make it easy to manage these roles and their permissions.

Most Common Questions Regarding Mobile Analytics Software (FAQs)

What are the benefits of using mobile analytics software?

Mobile analytics tools offer numerous benefits. Firstly, they help understand user behavior, highlighting patterns and trends that can inform marketing and product strategies. Secondly, they provide real-time data, enabling immediate adjustments to campaigns or products. Thirdly, they help track key metrics, giving insights into app performance and areas for improvement. Fourthly, they allow for A/B testing to determine the best strategies. Lastly, they provide predictive analytics, enabling businesses to anticipate trends and prepare accordingly.

How much do mobile analytics tools typically cost?

The pricing of mobile analytics tools can vary greatly depending on the features, scalability, and specific needs of your business. Some tools offer a free tier, usually with limited features, while others may have a starting price that ranges from $50 to $200 per month. Enterprise-level solutions with advanced features and scalability can cost thousands of dollars per month.

What are the typical pricing models for mobile analytics software?

Most mobile analytics software has a subscription-based pricing model, where users pay a monthly or annual fee for access. This fee often varies based on the number of data points or users being tracked and the level of features included. Some software providers offer tiered pricing plans, with each tier offering more advanced features and capabilities.

What is the range of pricing for mobile analytics tools?

The pricing for mobile analytics tools can range from free for essential tools with limited capabilities to several thousand dollars per month for advanced enterprise solutions.

What is the cheapest mobile analytics software?

Google Analytics, in its basic version, is one of the cheapest as it's free. However, it has limitations in terms of the complexity of data that can be analyzed.

What is the most expensive mobile analytics software?

High-end enterprise solutions like Adobe Analytics and Google Analytics 360 can be the most expensive, with pricing that can go into several thousand dollars per month. These tools offer advanced features and the ability to process large volumes of data.

Are there any free mobile analytics tools available?

Yes, there are several free mobile analytics tools available. In its basic version, Google Analytics is a free tool that provides a range of useful features. Similarly, Flurry Analytics by Yahoo is free and provides insights into app performance and user behavior. However, these free tools often have limitations compared to paid versions or other premium tools.


To sum up, selecting the best mobile analytics software comes down to understanding your specific business needs and aligning them with the strengths of each tool. Whether it's the comprehensive data analysis from Google Analytics 360, or the robust A/B testing capabilities of Mixpanel, the decision hinges on the distinct requirements of your mobile app or business.

Here are three key takeaways from this buyer's guide:

  1. Match your business needs with tool capabilities: Not all mobile analytics tools are created equal. Each comes with a unique set of features and functionalities. Ensure the tool you select can cater to your specific requirements, whether it's user behavior tracking, real-time analytics, A/B testing, or predictive analytics to give you the app experience you need.
  2. Consider the tool’s usability: A tool's usability is as important as its functionality. Opt for software that offers a user-friendly interface, efficient onboarding, and supportive customer service. This will ensure good integration into your current workflow and maximize the tool's value.
  3. Be mindful of the pricing model: Different tools come with different pricing models. Some may offer a cost-effective solution for startups or small businesses, while others may be more suitable for large enterprises with complex requirements. Also, watch out for hidden costs that might arise from additional features, data overages, or upgrades. Always opt for a solution that gives you the best value for your investment.

What do you think?

While I've endeavored to make this list comprehensive and insightful, the world of mobile analytics software is broad and constantly evolving. If there's a tool you've found effective that didn't make it onto this list, I'd love to hear about it. Your insights could greatly benefit others in their search for the right solution. So, don't hesitate to share your suggestions in the comments section or get in touch directly. Your feedback is always appreciated.

By Paulo Gardini Miguel

Paulo is the Director of Technology at the rapidly growing media tech company BWZ. Prior to that, he worked as a Software Engineering Manager and then Head Of Technology at Navegg, Latin America’s largest data marketplace, and as Full Stack Engineer at MapLink, which provides geolocation APIs as a service. Paulo draws insight from years of experience serving as an infrastructure architect, team leader, and product developer in rapidly scaling web environments. He’s driven to share his expertise with other technology leaders to help them build great teams, improve performance, optimize resources, and create foundations for scalability.