Trace a market move from verified source to measured reaction, competing explanations, and transparent confidence—without mistaking association for proof.
Treasury yields rose and growth shares weakened as the fictional release shifted expected interest-rate timing.
Confidence is a transparent evidence assessment, not proof of causation.
Financial information usually arrives as isolated fragments: a candle, a headline, a sentiment badge, a confident post. MarketLens assembles those fragments into a challengeable chain.
We measure what followed an event, surface plausible mechanisms, and keep alternatives visible. The result is not certainty. It is a better way to reason under uncertainty.
Read the open methodologySource, timestamp, data class, and evidence stay attached.
A plausible mechanism sits beside competing explanations.
Confidence anatomy and limitations remain open to inspection.
MarketLens is not a collection of disconnected features. Every workspace helps you move from observation to evidence, testing, and understanding.
Live observations remain separate from demonstration casework. Open a dossier to inspect the source, reaction window, alternatives, and limitations.
The walkthrough uses a labeled demonstration case. In live research, sourced observations and calculated reactions remain visibly separate.
The origin and observation time remain attached to the claim.
External text becomes bounded data, never an instruction to the system.
Asset, benchmark, window, and abnormal movement are kept distinct.
The explanation is framed as plausible and shown beside competing events.
Weights, gaps, calibration status, and limitations stay inspectable.
Open the methodologyConfidence is not proof of causation. It is a versioned assessment of evidence quality, timing, distinctiveness, and alternative explanations.
Finance-relevant event contracts reveal what participants are pricing. Market-implied, not objective probability—and never a trading signal.
Kalshi did not return a current qualifying financial contract. No percentage is substituted.
Prices can reflect liquidity, spread, participant mix, and contract wording. Verify the resolution rules at the source.
Accounts will connect saved watchlists, evidence alerts, strategy records, and casebooks across devices. Public research remains open without an account.