From repricing to a reviewable brief
A shorter path from a moving event to an equity research question.
Prediction-market movement is only the starting point. AheadPick turns it into a structured question: which US equities are exposed, what has the market already priced, and what deserves verification now?1. Detect a meaningful repricing
AheadPick monitors changes in event probability and filters out stale, ambiguous or low-quality source markets before they enter the research pipeline.
2. Map the transmission path
The system identifies companies and ETFs that may be affected and records the economic path between the event and the asset. Direct revenue, regulation, supply-chain and macro exposure are treated differently.
3. Compare event and asset response
Probability movement is compared with the exposed asset’s price action over a relevant window. The model looks for reaction gaps while penalizing weak history and competing explanations.
4. Rank, explain and preserve
Qualified candidates enter a priority queue. Each brief retains the score breakdown, source context and time-stamped inputs so the conclusion can be revisited after the event.
What the workflow does not do
AheadPick does not connect to a brokerage, hold funds, place orders or provide personalized investment advice. A ranked signal is a research prompt, not a trade instruction.