Pulls data from every platform, flags trends and anomalies
Cross-platform performance synthesisAnomaly + virality spike detectionCompetitor benchmarks
Tracks competitor moves, maps gaps and threats
3-month competitor activity scanPositioning gap mapNumber-driven SWOT
Hunts leaks across acquisition → activation → retention → revenue
Multi-stage funnel decompositionRoot-cause analysis for drop-offsActivation threshold recommendation
Cohort curves, churn reasoning, win-back metrics
Overlay cohort curvesChurn-point detectionWin-back campaign ROI
STRIDE/PASTA threat model + ownership map + best-practice audit
STRIDE threat model (Spoofing/Tampering/Repudiation/...)Attack surface mapOwnership matrix (risk → team)
Factor research, alpha discovery and backtest-disciplined investment strategy
Factor discovery (momentum / mean-reversion / quality)Walk-forward backtest + drawdown analysisPortfolio optimisation (mean-variance, Black-Litterman)
Greeks-disciplined hedging and income strategies (covered call, spread, collar)
Covered call + cash-secured put (income)Vertical / iron condor / butterfly spreadCollar (hedged equity holding)
On-chain + market-microstructure analysis for crypto trade and allocation
On-chain metrics (NVT, MVRV, holder concentration)Perp funding + basis + open interestBTC dominance + alt rotation
Eval harness, A/B testing and red-teaming to measure how good a model really is
Domain-specific eval set design (rubric + golden set)LLM-as-judge bias check + multi-judge agreementPrompt regression test (eval gate in CI)
Cross-DSP playlist + momentum expert across Spotify + Apple Music + YouTube Music
Cross-DSP playlist momentum (Spotify + Apple + YT Music)Editorial × algorithmic channel split + reportSkip rate + completion + saved-to-library triad
Short-form video + engagement expert for TikTok + Instagram Reels + YouTube Shorts
TikTok rising sound + hashtag + creator tracking (48h)Reels story/reel/feed balance + save/share/DM ratiosYouTube Shorts pull-through (Shorts → long-form)
Keyword volume + SERP + competitor analysis (DataForSEO)
Keyword search volume + CPCSERP top 10 analysis (competitor + featured snippet)Keywords a competitor domain ranks for