Liquidity Starvation for New World Cup Prediction Markets: SoonTech AMM LP Incentive Dual Model Quickly Builds Market Depth

Introduction

Every match, group standing, top scorer and final champion forms an independent prediction market during the World Cup. Creating hundreds of new markets in batches faces universal cold-start difficulty: no initial liquidity providers (LPs) join, bid-ask spreads expand sharply, retail fans cannot complete orders at expected prices, and newly created match markets directly become inactive pools.

Traditional prediction platforms rely on manual market maker subsidies, requiring huge capital investment and unable to cover hundreds of simultaneous World Cup markets efficiently. SoonTech provides a packaged liquidity activation solution tailored for large-scale sports event prediction batches.

1. Liquidity Cold-Start Pain Points for Batch World Cup Prediction Markets

1. Hundreds of independent match markets require separate manual LP subsidies, high capital operation costs;
2. Insufficient initial liquidity leads to extreme slippage for medium and large orders, professional prediction traders avoid participating;
3. Liquidity distribution is unbalanced: knockout round hot markets gather excess LPs, while group stage low-attention matches lack any market depth;
4. No automatic reward allocation rules, requiring manual daily calculation and distribution of LP incentives.

2. SoonTech Dual Liquidity Activation Model for Batch Sports Markets

2.1 Built-in LMSR AMM automated market maker core

Each newly created prediction market automatically activates the embedded LMSR algorithmic AMM pool, providing initial bid and ask quotes without manual market maker intervention. The algorithm dynamically adjusts price curves following order volume changes, maintaining stable spreads even with uneven order inflows.

2.2 Tiered time-weighted LP reward distribution engine

The backend pre-configures differentiated reward weight coefficients:

• High-focus knockout matches: medium LP reward ratio;
• Low-attention group stage matches: boosted reward multipliers to guide LP capital flow to low-depth markets;
• Rewards are automatically calculated block-by-block and distributed to LP wallet addresses directly by smart contracts, no manual settlement needed.

2.3 Cross-market LP capital sharing pool

Operators can set up a unified global liquidity vault. LP funds deposited into the shared vault can be automatically allocated to multiple prediction markets according to depth shortage indexes, realizing flexible capital scheduling without scattered independent fund deposits.

2.4 Liquidity health dashboard real-time monitoring

The visual backend displays real-time spread, depth, 24h trading volume and LP yield of each World Cup match market. Operation teams can adjust reward parameters remotely in real time for abnormal low-liquidity markets.

3. Operation Efficiency Improvement

Operators launching hundreds of World Cup prediction markets can complete full liquidity cold start within 24 hours with one configuration, cutting manual market-making operation workload by over 95% and balancing depth across all match markets simultaneously.

FAQ

Q1: Does the AMM algorithm bring impermanent loss risks to liquidity providers?

A: The prediction market outcome token structure differs from conventional DEX trading pairs. SoonTech optimizes the LMSR curve specifically for event prediction scenarios, effectively controlling LP impermanent loss within a low fixed range.

Q2: Can LP rewards be issued in platform native tokens or stablecoins?

A: The reward settlement asset supports USDC/USDT stablecoins and platform governance tokens, freely configurable by operators.