Power Your Edge with Scale, Trading & Sentiment.
Since 2019, MoonFox has been transforming massive datasets into specialized signals for the China market, delivering a decisive investment edge.
Turn Raw Signals into Ticker-Level Alpha
Pure Signal. No Noise. We distill complex data into actionable metrics, so you can focus on your strategy.
Ticker-Metrics Mapping
Real-time Operational Factor Monitoring
Tracking value catalysts affecting company performance to help investors understand operational status, flag earnings revisions and seize asymmetric opportunities.
Fundamental Alpha Extraction
Analyzing a company’s fundamental data to Deconstruct intrinsic value drivers and Structural growth vectors, Preempt re-rating catalysts, and Generate asymmetric conviction
Compliant & Multi-Source Data Sources
Expert Processing
The Data Advantage
From comprehensive coverage to T+2 precision. We deliver validated, modular insights that turn market complexity into institutional certainty.
Holistic China Market Visibility
450+ listed stocks
2,700+ apps & mini-programs (listed firms)
400+ store brands (listed firms)
High-Fidelity Signal Purity
10+ integrated metrics (online/offline/ transactional/social media)
65%+ average fitting correlation via industry-financial analysis
Predictive Velocity
T+3 daily firms monitoring
1.5-month-ahead operational prediction
(pre-earnings trend recommendations)
Advanced Data Services
Multi-granularity data (daily to annual)
YoY/MoM trend comparisons
Joint modeling, batch processing, API & dashboard delivery
Built for Global Investors
Whether you’re running a fundamental thesis or a systematic model, MoonFox delivers the granularity you need.

For Quant Traders
Production-Ready: High-conformance, structured delivery designed for immediate integration into institutional pipelines.
PIT Compliance: Eliminate look-ahead bias with strict PIT-compliant archives for realistic backtesting.
Data Since 2019: Access a continuous time-series of China’s digital assets (HKEX/NYSE/A-shares).

For Fundamental PMs & Analysts
Reduce Uncertainty: Minimize revenue blind spots with T+2 daily data across 450+ Chinese companies.
Increase Conviction: Validate reported earnings with daily, order-level signals to eliminate information gaps.
Strategic Insights: Capture growth inflection points ahead of the market by tracking real-time shifts in share and retention.
Trusted by 400+ Leading Investors and Innovators
Our data is trusted by dozens of top-tier US and Hong Kong investment firms and the world’s leading technology innovators, including:
Frequently Asked Questions
· Compliance: MoonFox Alternative Data is one of only two firms in China certified by the Anonymization Capability Assessment, and the data processing ensures zero user traceability.
· Accuracy: MoonFox Alternative Data captures data from 200M+ daily active devices via the market-leading Aurora Push SDK. To ensure precision, all insights are cross-validated through a multi-dimensional matrix, including carrier, social, geofencing, and SMS data.
MoonFox Alternative Data offers a one-stop stock dashboard integrating financial, online, offline, and transactional data.
· Online: DAU/MAU for Apps and Mini-programs; new/retained/installed user growth; and geographic performance.
· Offline: Brand foot traffic, factory efficiency, store count, and geographic segmentation.
· Sentiment: Keyword-based discussion tracking (positive/negative posts and user volume)
· Transaction: Payer and order statistics (payment triggers, device monitoring, supplier-side SMS data)
· Customization: Tailored data solutions to meet investment mandates.
By providing a comprehensive view of the digital assets of Chinese enterprises, MoonFox Alternative Data helps investors:
· Identify excess alternative factors
· Accurately evaluate corporate investment value
· Build higher-performing investment portfolios
· Detect market anomalies in real time
We invite you to submit your data requirements to us. We provide unlimited historical data for selected enterprises and trial accounts for our standard products, allowing you to backtest our data’s predictive power. We look forward to hearing from you.