From a theme query to a reviewable brief
A shorter path from “what is moving?” to evidence you can inspect.
Start with a theme or stock. AheadPick checks existing daily data first, builds the relevant evidence set, and keeps the next step visible.1. Map the research universe
AheadPick maps the query to verified core companies, sector or macro benchmarks, high-impact news sources, and relevant event relationships.
2. Compare direction across evidence
The system compares breadth and momentum across 1D, 5D, and 20D horizons, checks ETFs, and reviews recent company news. Missing data stays visible.
3. Apply confirmation and anomaly gates
The result remains developing until enough medium-term evidence exists. Unusually large moves are flagged for split, adjustment, or source-data verification.
4. Explain, follow, and compare
The report leads with the answer, key evidence, and invalidation risks. Following a theme saves a daily snapshot so the workspace can show what materially changed.
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.