Launch Best-in-Class Mobile Apps B2C Business Intelligence in Just 48 Hours
30
Data Sources
88
Metrics / KPIs
93
Charts
3
AI decision making assistants
Which in-app purchase items are generating the most revenue?
What percentage of users are returning to our app over time?
How many unique users are actively using our app each day?








Virtual Show Room
If you want to learn how the top Mobile Apps B2C companies make decisions globally, sign up for our showroom session. We’ll walk you through the data sources they rely on, the technical solutions and tools in use. Together, we’ll explore the key metrics used for calculations and decision-making, and review examples of company dashboards. By the end of the session, we’ll be able to create a prototype decision-making system tailored to your needs.
Best Practice Data Stack
At Data Never Lies, we believe every data story begins with a solid foundation. That’s why we work with best-in-class tools and platforms tailored to your unique needs. From advanced analytics and visualization to seamless integrations, we design scalable data stacks that empower your team to uncover insights and take confident action. With our expertise, your data isn’t just organized—it’s optimized for storytelling that inspires.
30 Data Sources
Launch Best-in-Class Mobile Apps B2C Company Business Intelligence in Just 48 Hours

AppsFlyer
A mobile attribution and marketing analytics platform for tracking app performance and optimizing user acquisition campaigns.

Firebase Analytics
A free analytics tool by Google for tracking app user behavior and engagement across Android and iOS platforms.

Amplitude
Amplitude is a product analytics platform that helps businesses understand user behavior, optimize experiences, and drive growth through data insights.

Mixpanel
Mixpanel is an analytics platform that tracks user interactions with digital products, helping businesses optimize user engagement and retention.

Google Analytics
Google Analytics is a web analytics tool that tracks and reports website traffic, user behavior, and marketing performance.

Adjust
A mobile attribution and analytics platform for optimizing app marketing campaigns and measuring user acquisition efforts.

Branch
A deep linking and mobile attribution platform for improving user experiences and tracking campaign performance.

Singular
A unified marketing analytics platform for tracking campaign ROI, attribution, and user acquisition metrics.

Kochava
A mobile attribution and analytics tool for tracking app installs, in-app events, and optimizing ad campaigns.

Flurry
A mobile app analytics platform for tracking user engagement, retention, and monetization metrics.

Apple App Store
A digital distribution platform for iOS apps, providing analytics, reviews, and user engagement insights.

App Annie
A mobile app intelligence platform offering market data, download statistics, and user insights for app performance analysis.

Sensor Tower
A mobile app analytics and market intelligence tool for tracking app store performance and user acquisition trends.

Data.ai
A platform combining app analytics and market intelligence to optimize app performance and user engagement strategies.

Adjust
88 Metrics
Launch Best-in-Class Mobile Apps B2C Company Business Intelligence in Just 48 Hours
DAU
Daily Active Users (DAU): Number of unique users engaging with an app daily, measuring short-term user activity.
MAU
Monthly Active Users (MAU): Number of unique users engaging with an app monthly, showing long-term audience reach.
RR
Retention Rate: Percentage of users returning to an app after initial use, indicating engagement and satisfactio.
CR
Churn Rate: Percentage of users who stop using an app within a specific time, highlighting retention challenges.
ASD
Average Session Duration: Average time users spend in an app per session, reflecting engagement and content value.
UAC
User Acquisition Cost (UAC): Average cost to acquire a new app user through marketing and advertising efforts.
LTV
Lifetime Value (LTV): Total revenue a business expects to earn from a user over their entire app usage periodю
CR
Conversion Rate (Install to Purchase): Percentage of users who make a purchase after installing the app, showing monetization success.
ARPU
Revenue per User (ARPU): Average revenue generated from each app user, reflecting profitability per individual.
CR
Crash Rate: Percentage of app sessions ending due to crashes, indicating technical stability and performance issues.
FDOR
Funnel Drop-Off Rate: Percentage of users exiting at specific stages of the conversion funnel, identifying friction point.
PNER
Push Notification Engagement Rate: Percentage of users interacting with push notifications, measuring communication effectiveness.
IR
Install Rate: Percentage of users who download an app after viewing its listing, indicating app store appeal.
UR
Uninstall Rate: Percentage of users who uninstall an app after downloading, reflecting dissatisfaction or lack of value.
IAPR
In-App Purchase Revenue: Total income generated from purchases made within the app, contributing to overall app profitability.
93 Charts
Launch Best-in-Class Mobile Apps B2C Company Business Intelligence in Just 48 Hours
DAU Over Time
Line chart tracking daily active users across time, revealing trends in short-term app engagement.
MAU Over Time
Line chart showing monthly active users over time, highlighting growth or decline in long-term audience engagement.
Retention Rate by Cohort
Bar chart comparing user retention rates by cohort, revealing engagement and loyalty patterns over time.
Session Duration Distribution
Histogram showing how long users spend in the app, identifying usage patterns and engagement quality.
UAC by Channel
Bar chart comparing user acquisition costs across advertising sources, highlighting the most cost-effective channels.
Conversion Rate by Channel
Bar chart comparing the percentage of users converting to paying customers by acquisition source, showcasing channel effectiveness.
ARPU Over Time
Line chart tracking average revenue per user monthly, highlighting profitability trends over time.
Churn Rate Over Time
Line chart displaying user churn percentages across time, indicating retention challenges or improvements.
DAU Over Time
Cost per Contact Over Time
Displays cost trends for each customer interaction to manage budgets and efficiency.
Queue Time Distribution
Analyzes call wait times, revealing patterns that impact customer experience.
CES by Month
Shows monthly customer effort scores, emphasizing ease of resolution trends.
Repeat Call Rate by Channel
Compares repeat interaction rates across channels, highlighting areas needing process improvement.
Revenue per Job Over Time
Line chart tracking average income per job weekly, revealing profitability trends.
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We’ve identified the top five reasons why our clients choose to work with us and continue partnering with us for years.
