Autoresearch for Marketplace Catalogs: From Legacy Forms to AI-Native Matching

Kartik Ravisankar, Hojat Abdolanezhad, Daniel Capo +3

Two-sided service marketplaces are moving from deterministic request-form intake to AI-native probabilistic matching, enabled by large language models (LLMs) that infer intent, pre…