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Intelligent ladder bargaining function significantly improves the success rate of Idle Fish transactions.

2025-08-28 1.5 K

Technical realization and effect of the bargaining function

The intelligent bargaining module of XianyuAutoAgent is developed based on reinforcement learning algorithm with 12 pre-set bargaining strategy templates. The system will automatically adjust the price strategy according to the type of goods, historical transaction data and market conditions, and the main features include:

  • Dynamic threshold managementSetting the minimum acceptable price, the ideal transaction price and the psychological expectation price, the algorithm automatically selects the best offer point.
  • situational awarenessIdentify special scenarios such as "return visit" and "bulk purchase" and launch customized bargaining programs.
  • Learning Optimization: Continuously optimize the bargaining range and concession tempo of each product category by analyzing historical transaction data.

The actual test data shows that in 3C digital category, this function makes the bargaining success rate increase from 32% to 78%, and the average transaction cycle is shortened by 2.7 days.

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