Private Opportunity Markets for Incentivized Scouting

Summary

This paper proposes private prediction markets that let institutions pay for early signals about opportunities they can pursue, such as signing an artist or commercializing research. A sponsor supplies liquidity and alone sees prices during a temporary opportunity window. Participants can trade on their information; rising prices prompt the sponsor to investigate, and a successful outcome pays traders. Delayed disclosure gives the sponsor time to act before competitors can use the signal.

The design addresses two weaknesses in existing approaches: scout programs are difficult to scale because they require vetting, while public prediction markets expose useful information to competitors and need willing counterparties. Markets could use an automated market maker or order book, and sponsors can bound liquidity or use a collateralized “First N” format. The paper also notes substantial limitations: traders lack timely feedback on prices and fills, sponsors may exploit their information advantage, and fairness depends largely on trust, reputation, and transparency after resolution. It presents a mechanism concept, not evidence from a deployed market.

Key ideas

• Opportunity markets connect people with local information to sponsors able to act on it.
• Keeping prices private during a defined window can give sponsors time to investigate signals before competitors see them.
• Sponsors can provide liquidity through an automated market maker or order book, with exposure bounded by market design.
• Collateralized “First N” markets can limit payout exposure when only a fixed number of outcomes can occur.
• The proposal depends on safeguards and sponsor reputation because insiders could trade against participants.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.