2026 Conversion Architectures: Autonomous Agents, MCP, and Zero-Party Data
Published on July 29, 2026
In 2026, conversion no longer relies on static forms or complex filters. The integration of the Model Context Protocol (MCP) and autonomous agent architectures (A2A) lets LLMs connect in real time to proprietary inventories. Combined with Zero-Party Data collection, this conversational approach is replacing keyword search — as demonstrated by Leboncoin's integration into ChatGPT.
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