LetMeFind

**LetMeFind** is an autonomous AI hotel research agent that transforms natural language requests into personalized hotel recommendations. Instead of manually browsing multiple booking websites, users simply describe the type of hotel they want, and LetMeFind's AI agents handle the research, comparison, and recommendation process. The platform is powered by three specialized AI agents. The **Planner Agent** understands the user's intent and converts natural language into structured search criteria. The **Search Agent** researches hotel information across the web and gathers relevant listings from multiple sources. The **Ranking Agent** evaluates each hotel based on the user's preferences, budget, amenities, and overall suitability, then provides explainable recommendations with clear reasoning. To demonstrate meaningful blockchain utility, LetMeFind integrates with **Monad** through an on-chain AI credit system. Users purchase AI search credits using MON tokens, with each hotel search consuming one credit. Completed searches can also be saved on-chain, giving users a permanent, verifiable history of their AI-assisted hotel research. By combining autonomous AI agents with blockchain-powered utility and ownership, LetMeFind reimagines hotel discovery as a delegated research experience—allowing travelers to describe what they need once and let AI perform the work for them.