Optimal trade execution analysis from bid/ask spread patterns.
Successful Response
Optimal trade execution analysis from tick data.
Market identifier
kalshi, polymarket, or robinhood
Market title
Current best YES bid
0 <= x <= 1Current best YES ask
0 <= x <= 1Current bid-ask spread
x >= 0Average spread over last 48h
x >= 0Current spread percentile vs 48h history (lower = tighter than usual)
0 <= x <= 100Spread direction: 'tightening', 'widening', or 'stable'
Liquidity quality 0-100 based on spread + volume
0 <= x <= 100Estimated slippage as percentage of price
x >= 0LIMIT_ORDER, MARKET_ORDER, or WAIT
Suggested limit price (midpoint adjusted for spread direction)
0 <= x <= 1Explanation of the recommendation
Nearby event that may affect spreads
Hours until the next relevant event
x >= 0Number of ticks analyzed
x >= 0When this guidance was generated