Apptopia

Clean, Structured App Intel for Quantimental

Apptopia delivers investment-grade consumer activity data that bridges quantitative rigor with fundamental context. Built for cross-functional hedge fund teams, our platform enables systematic signal discovery, discretionary thesis validation, and firmwide decision support.

Powering over $500B in investment decisions annually through trusted, validated, and ready-to-use mobile behavioral data.

Why Apptopia for Data Teams?

Built for seamless integration, Apptopia’s datasets provide the accuracy, granularity, and flexibility data teams need to power models, backtest signals, and drive investment insights.

Signals that Drive Alpha Generation

Apptopia provides quantmental investors a competitive edge with structured, finance-ready app data—translating consumer behavior into predictive market signals.

Diverse Data-sets with Industry Leading Coverage

Access daily-updating datasets designed for institutional investors—combining broad coverage across 3,500+ tickers in 160+ countries with over eight years of history, and deep granularity through demographic and user-level insights for targeted research and thesis validation.

Superior Data Accuracy for Investment Decisions

With median correlations of 0.85 across hundreds of tickers and thousands of KPIs, Apptopia provides fundamental analysts with the most reliable data for investment decisions

The Best Coverage and Strongest Signals

Trusted by top investment teams, Apptopia provides broad coverage and high-impact signals to help you stay ahead of market trends.

User shifts revealed cross-sector momentum

See how user shifts from QSR apps to food delivery and ride-hailing platforms signal evolving consumer habits—and surface cross-sector rotation opportunities.

KPI forecast predicted META’s beat

See how Apptopia’s KPI Forecast for Total Ad Revenue on META predicted a beat on consensus, resulting in strong alpha potential.

DAU signal flagged Reddit’s miss early

Leading DAU signal predicted Reddit’s earnings miss

Learn about how RDDT’s miss against consensus was predicted by DAU as a leading indicator KPI before earnings calls.

Cross-app churn data revealed streaming sector shifts

Discover how cross-app churn data quantified user migration from DIS to TUBI, exposing early signals of sector rotation in streaming ahead of reported subscriber shifts.

Tubi’s gain was Disney’s loss

Power Quantamental Strategies with Real-World Mobile Behavior

Apptopia empowers teams with institutional-grade mobile app intelligence—translating real-world user behavior into predictive signals and investable insights. Whether fueling alpha-seeking models or shaping conviction in equity research, our platform brings clarity, structure, and speed to every stage of the investment process.

Time-Sensitive Metrics with Deep Historical Context

Access mobile engagement metrics across 3,500+ public tickers, with updates as frequent as every 4 hours. Combined with over 8 years of point-in-time history, our dataset empowers quantamental investors to detect behavioral shifts early, build robust signals, and run long-horizon backtests with confidence.

Behavioral Visibility Beyond the App Store

Go beyond downloads and revenue to uncover engagement depth, churn, screen time, and usage by cohort. Segment insights by age, geography, or behavioral profile to understand what’s driving performance—before the market does.

Expert-Backed, Institution-Ready

From onboarding to long-term signal optimization, our dedicated support team partners with your quants, analysts, and data engineers to ensure frictionless integration and sustained value extraction across your research and trading workflows.

Structured for Scale, Built for Integration

Data arrives in clean, finance-ready formats—CSV, Parquet, and JSON—via Snowflake, S3, or REST API. Standardized schemas and consistent ID mapping reduce data engineering overhead and ensure compatibility with both quant models and analyst toolkits.

Power Better Decisions Across the Org

With Apptopia, your data team becomes the enabler of alpha—delivering behavioral insights at scale to every part of the investment process. Ready to streamline data delivery and empower your stakeholders? Let’s talk about how Apptopia fits into your stack