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Session replayUnderstand the "why" behind customer behaviors. Segment builderSlice your audience with nested segment building. AutocaptureCapture over 300 metrics out-of-the-box.Page performanceDiscover and quantify the impact of slow pages. User analyticsUnlock better user adoption, retention, and customer journeys.Platform intelligenceOur powerful machine learning engine.Mobile app analyticsPatented mobile analytics technology.Adobe Experience Platform Connector Go live with CJA faster.

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Felix AI AgenticAutonomous agents analyze every part of the customer journey.Felix AI SummarizationGen AI powered session summarization.JourneysUnderstand which paths customers are taking.Interaction heatmapsVisualize page-level clicks, scrolls, and attention.VisibleVisualize user behavior directly from your browser. DashboardsOrganize and monitor your most important data. Dashboard template libraryTemplates to improve your experience. Opportunity analysisAutomatically surface and quantify friction points.

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Voice of CustomerConnect feedback to behavior and take action in real time.Monitoring & alertsAlerting on aggregate behavior, frustration, and more.Data activationSeamlessly merge any data source.Data streamingSend Quantum Metric insights to your data warehouse.Data enrichmentGet greater impact with enhanced data insights.Salesforce Lightning analyticsGain visibility and understanding of Salesforce Lightning app users.Performance & overheadLightweight SDKs and tags.Security & privacyBest in class security technology and polices.

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RetailUnderstand shoppers’ needs faster.Financial servicesDrive digital adoption and improve satisfaction.Travel & hospitalityGrow revenue and loyalty with real-time visibility.TelcoImprove the digital-first experience.GamingUnderstand real-time player behavior.HealthcareImprove patient self-service and loyalty.

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ProductUnderstand any part of the digital experience in seconds.TechnologySurface and scope customer technical friction in real-time.MarketingStrengthen your campaigns and convert more.AnalyticsAnswer the “why” behind the customer experience.CX & VoCBring together qualitative and quantitative insights.UXDeep insight into behavior, engagement, and friction.Service & supportImprove customer empathy and contact center efficiency.

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Digital analyticsMonitor, diagnose, and optimize critical experiences.Product analyticsUnderstand user behavior and drive adoption.Experience analyticsSurface pain points and quantify opportunities.Journey analyticsInsights into every touchpoint across the digital journey.Web analyticsUnderstand and report on digital performance.Employee experienceAutomatically surface critical friction on your internal apps and kiosks.Contact centerOptimize contact center experiences.AI DetectionReveal how AI agents interact with your digital experience.

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AI assistants vs. agentic AI: Key differences in digital analytics.

AI assistants vs. agentic AI: Key differences in digital analytics.

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Quantum Metric Reports Record 2025 Enterprise Expansion and Agentic AI Momentum for 2026

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Platform

Platform overviewFelix AI AgenticFelix AI SummarizationJourneysMobile app analyticsInteraction heatmapsSecurity & privacy

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Blog/

Why you need native app analytics.

Why you need native app analytics.
Trends & best practices4 min read

Why you need native app analytics.

Christine Tran

Christine Tran

Feb 23, 2022

Add as a preferred source on Google
Why you need native app analytics.

Summary:

  • Native app usage has surged since the pandemic, but adoption of native app analytics tools has lagged, even as companies push users from mobile web to apps.
  • Native app analytics differ from web analytics by focusing on screens instead of pages, user IDs instead of cookies, shorter and more frequent sessions, and offline behavior.
  • Effective mobile analytics require segmentation and cohort analysis to understand behavior and errors across devices, operating systems, and app versions.
  • Quantum Metric provides a unified view of behavior across web and native apps, with out of the box metrics after SDK deployment.
  • The platform offers anomaly detection, real time and behavioral analytics, and quantifies the business impact of errors, helping enterprises improve their mobile apps.

Mobile native app usage has increased significantly since the pandemic started, but the wide-spread adoption of native app analytics tools and platforms has lagged behind.

Today, companies need to understand what their customers are doing across all digital channels, not just websites. In fact, many companies now re-direct customers from their mobile websites to the app store.

Here’s a look at how native app analytics are different from web analytics, and what you should be looking for in your mobile app analytics platform.

How are native app analytics unique?

Building and developing native apps require a different set of skills, so it’s not surprising that digital teams need to take a different approach to analytics.

Screens vs. pages.

Unlike websites, which are composed of static web pages, native apps have screens. This means analytics platforms should focus on how users interact with various screens. This is why heatmaps are especially important for mobile native app analytics.

Cookies vs. user IDs.

Websites have predominantly tracked users with third-party cookies. Native app analytics take advantage of the personal nature of smartphones. People tend to have personalized logins, which means that it’s easier to keep track of how users interact with your native app over time.

Shorter, more frequent sessions.

Mobile apps tend to have a shorter session timeout than webpages. However, people access mobile apps more often. It’s usually more convenient to use your phone than reach for your desktop or laptop.

Measuring offline capabilities.

Many apps have some offline capabilities. To understand how users interact when offline, some native app analytics tools allow you to record what happens on the native app when there is no internet connection. This way, you can upload data to a collection server when users log back into the mobile network.

Segmentation.

There’s a wide range of devices for both iOS and Android phones, which is why cohort analysis is important. Between each of those camps, native apps are constantly releasing new versions and pushing fresh updates. With cohort analysis, you can break down the experience by device type, operating system, and version.

Cohort analysis.

After breaking down users into specific segments (e.g., Android users vs. iPhone users), native app analytics platforms can then analyze how many people are impacted by the same or similar error. This can help teams discover patterns, and address the issues that are most pressing for large numbers of users.

Why Quantum Metric for mobile app analytics.

Historically, many companies have selected one vendor for web analytics, another for native app analytics.

With Quantum Metric, however, enterprises can see how user behavior changes from channel to channel. This way, enterprises can compare how desktop users and mobile users navigate through their digital products.

After deploying Quantum Metric’s SDK (software development kit), you will have access to out-of-the-box metrics with minimal coding.

In terms of mobile app analytics, Quantum Metric offers anomaly detection, real-time analytics, behavior analytics that detect rage taps and other frustration, and more. The platform helps teams quantify the impact of each action, as well as how much a technical error, app crash, or API failure is costing an organization.

Check out our native app analytics product tour to learn why retailers, financial service institutions, airlines, QSRs, telecom companies, and other industries are using Quantum Metric to improve their mobile apps.

On this page1 / 2
  • How are native app analytics unique?
  • Why Quantum Metric for mobile app analytics.

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