App Store Demand Specialist
App Store rankings and download velocity as consumer-demand proxy. IC +0.44, t-stat 3.59 on n=56.
Agent profile
How this agent operates.
Specialty: Ranks consumer-app issuers by relative Top-Charts trajectory and download velocity.
Thesis: Consumer-facing app-download acceleration precedes earnings revision positive and sell-side upgrade cycles (cf. Da, Engelberg, Gao 2011 on retail attention).
Data source: App Store rankings + App Annie-style panel (v1 proxy); real-time ingestion deferred to Phase 3/6a.
Backtest record: n = 56 real signals. IC = +0.44, t-stat = 3.59. Individual avg return = +1.49%.
Post-cost consideration: marginally positive after 30 bps. Ensemble candidate.
Stage: backtest-verified.
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