Data Driven Design Prediction Towards Feature Adoption

How outside-in data can transform digital journey pathways — driving measurable increases in user engagement through predictive behavioral modeling.

01 THE BRIEF

Global App Trends & Engagement Ideas

Verizon wanted to understand the top global mobile trends shaping consumer behavior across industries - not just within telecom. The challenge: translate competitive intelligence from the world's highest-engagement apps into actionable feature directions for the myVerizon app ecosystem.

InfoVision was engaged to analyze the various trends and features of user engagement globally, delivering 5–10 validated ideas that Verizon could realistically implement to increase daily active usage and reduce churn.

02 METHODOLOGY

A Multi-Source Research Funnel, Converging on Voice of User

The research architecture triangulates quantitative app store data with qualitative social sentiment and expert secondary research — ensuring each insight has both statistical weight and human context.

DATA SOURCES

Social Media~40K Mentions

App Reviews - ~20K Reviews

Secondary Research - Global Telco

Digital Signals - Tool + Manual

OUTPUT

Voice of User

Synthesized insights that reflect real user needs, pain points, and unmet expectations — not just feature requests.

THEMATIC TAGGING

Stratified sampling applied; data tagged across 12+ engagement theme categories

TREND PATTERN ANALYSIS

Cross-source patterns identified; high-frequency themes extracted

INSIGHT GENERATION

Strategic insights formulated; opportunity spaces mapped to Verizon capabilities

03 APP FILTERING FRAMEWORK

From Global App Pool to Actionable UX Directions

A rigorous five-stage filtering framework progressively narrowed 750+ apps down to a focused set of engagement benchmarks — each stage applying increasingly specific criteria.

04 MACRO TRENDS

Mapping the Forces Reshaping the Mobile App World

The top five macro factors that shaped the post-pandemic mobile landscape — mapped by active users against download velocity to identify the highest-opportunity engagement zones.

KEY MACRO TRENDS IDENTIFIED

• Live Streaming

  Highest active user density; real-time interaction drives daily return visits

• Digital Payments

  Embedded fintech within carrier apps reduces context-switching friction

• Gaming & Rewards

  Gamification loops extend session time by 2–3× across top engagement apps

• Short-Form Video

  Vertical video formats dominate Gen Z screen time; feature adoption rates high

• Social Commerce

  Discovery-to-purchase flows within apps increasing average revenue per user

• Health & Wellness

  Highest growth category post-pandemic; strong overlap with telecom data users

STRATEGIC IMPLICATION

Verizon's app sits at the intersection of 3 of these 6 macro trends — creating a defensible position if engagement features are prioritized over utility functions.

05 ASPIRATIONAL BENCHMARKING

Top Apps — KPI Comparison Across Regions

Comparative performance data across APAC, EMEA, and Americas regions reveals the engagement benchmarks Verizon must meet to compete with best-in-class apps outside telecom.

DATA DRIVEN DESIGN OUTPUT

Gateway to the Digital World.
Excite Me Everyday.

Design directions derived from research insights — translated into a sample concept for the myVerizon app that reimagines the carrier relationship as a daily digital companion.

5–10

Validated engagement feature directions delivered

750+

Apps analyzed across global markets

6

Macro trends mapped and prioritized

60K+

Data points collected across social and app review sources

DESIGN DIRECTION & CONCEPT

From Research
to Ritual

The design concept transforms the myVerizon app from a bill-payment utility into a dynamic daily companion — combining gamified engagement, personalized rewards, and seamless account management within a single, expressive surface.

The "Excite Me Everyday" direction was derived directly from three converging signals: the dominance of rewards-driven engagement loops in top apps, the unmet desire for personalization in carrier apps (per review sentiment), and the emerging role of telecom apps as digital lifestyle hubs globally.

GAMES & REWARDS

AR CHALLENGES

STARBUCKS PARTNERSHIP

PLAN AT A GLANCE

CARNIVAL MODE

SPACES

DAILY CHALLENGES

COIN REWARDS

06STRATEGIC FINDINGS

Six Principles That Define the Engagement-Led App

01

🔄

HABIT LOOPS OVER ONE-TIME FEATURES

Top apps are designed around daily return triggers — challenges, streaks, and reward cycles that give users a reason to open the app even when they have no functional need.

02

🎮

GAMIFICATION EXTENDS SESSION DEPTH

Reward mechanics borrowed from gaming — points, badges, missions — increase average session duration by 2–3× compared to utility-only app experiences, across multiple industries.

03

🤝

THIRD-PARTY PARTNERSHIPS ACCELERATE VALUE

Apps that surface curated third-party offers (e.g., Starbucks, streaming, retail) within their native experience see higher brand affinity scores and reduced churn among premium users.

04

👤

PERSONALIZATION IS TABLE STAKES

Users expect app content to reflect their actual behavior. Generic dashboards drive disengagement — contextual, data-driven surfaces (usage remaining, tailored offers) drive re-engagement.

05

📊

OUTSIDE-IN SIGNALS REVEAL UNMET NEEDS

App store reviews and social listening surface feature gaps faster than internal analytics alone — competitor pain points become your product opportunities when analyzed systematically.

07 SYNTHESIS

The Strategic Imperative

The convergence of macro trend data, competitive benchmarking, and voice-of-user intelligence points to a single strategic truth: carrier apps that remain utility-first will erode in relevance as cross-industry engagement expectations rise.

InfoVision's outside-in methodology gave Verizon a rare vantage point — not just what their users were saying, but what users of the world's most engaging apps were experiencing and expecting. The resulting design directions represent a roadmap from transactional to relational.