Aurora Mobile’s MoonFox Data Unveils 600+ Company Coverage and T+2 Analytics

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MoonFox Data, a sub-brand of Aurora Mobile, presented its three-layered alternative data model at the Neudata Hong Kong Summit, covering 600+ listed companies with T+2 online, offline, transactional and sentiment metrics. Their backtests showed ability to generate excess returns across A-share and HKEX markets using real-time operational factors.

1. Summit Presentation

At the Neudata Hong Kong Summit, MoonFox Data showcased its three-layered model—Attention (DAU, traffic patterns, rankings), Usage (session depth, feature adoption, retention), and Conversion (orders, payments, revenue proxies)—highlighting its ability to predict earnings surprises before official calls.

2. Four-Dimensional Data Matrix

MoonFox demonstrated its full-spectrum alternative data matrix: T+2 online metrics for app performance, offline footfall across millions of POIs, transactional GMV tracking via payment rates, and social sentiment analysis to gauge brand buzz and market catalysts.

3. Coverage and Backtest Results

The platform now covers over 600 listed companies across HKEX, NYSE/NASDAQ and A-share markets, focusing on Internet, Consumer and Manufacturing sectors. Quant backtests revealed these operational factors generated excess returns in both A-share and Hong Kong equity markets.

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