Agentic markets.
1Department of Computer Science, Technical University of Munich, Boltzmannstr. 3, Garching, Germany.
Summary
Generative AI agents in digital marketplaces may not automatically reduce consumer search costs. Their suboptimal behavior and AI-generated content can create market inefficiencies, hindering optimal outcomes.
Area of Science:
- Economics
- Artificial Intelligence
- Marketplace Dynamics
Background:
- Generative AI facilitates autonomous agents for digital marketplace transactions, potentially lowering consumer search costs and improving market matching.
- Economic search theory provides a framework for analyzing market efficiency and the impact of search costs.
Purpose of the Study:
- To analyze the economic implications of generative AI agents in digital marketplaces.
- To identify factors that may prevent AI agents from achieving optimal market outcomes.
- To explore the interaction between AI behavior, content generation, and market efficiency.
Main Methods:
- Application of economic search theory to analyze AI agent behavior.
- Examination of empirical studies on AI agent deviations from optimal search strategies.
- Analysis of signal dilution and product differentiation effects from AI-generated content.
Main Results:
- AI agents exhibit behavioral search costs, deviating from optimal search even with low technical costs.
- AI-generated content dilutes signals, weakening product differentiation and offer informativeness.
- Low entry costs combined with AI behaviors can lead to excessive, low-value entry and inefficient market equilibria.
Conclusions:
- The anticipated gains from generative AI in digital marketplaces are not guaranteed due to inherent agent behaviors and market dynamics.
- Frictions introduced by AI agents, including behavioral search costs and signal dilution, can limit competitive outcomes.
- Further research is needed to understand and mitigate inefficiencies in agentic markets to ensure effective electronic marketplaces.
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