Find-A-Tenant is an AI-powered rental assistant for international students in the UK. Instead of filling out rigid search filters, users describe their ideal home in everyday language — and the AI matches them with suitable listings.
Key Features
AI Fuzzy Search Agent — Understands natural-language requests like "two-bedroom, near the University of Manchester, under £800, preferably with a garden" and intelligently matches listings without requiring precise filters.
Automatic Metadata Extraction — AI automatically extracts structured information (price, location, layout, amenities) from diverse listing pages and social media posts, eliminating manual data entry.
Conversational Search — Multi-turn dialogue that progressively refines requirements, like chatting with a real estate agent.
Comprehensive Listings — Aggregates the most complete rental information across major cities in northern England during peak seasons.
Results
- 1,000+ peak concurrent users
- 6,000+ total registered users
- Became the go-to rental platform for international students across northern England
- One of the earliest AI Agent applications deployed in production (2023)
Find-A-Tenant 是面向英国留学生的 AI 智能租房助手。用户无需填写精确的筛选条件,只需用日常语言描述理想中的房子,AI 就能自动匹配合适房源。在 Airbnb 之前就实现了 AI 找房。
核心功能
AI 模糊搜索智能体 — 理解自然语言需求(如"两室一厅,靠近曼大,800 镑以内,最好有花园"),智能匹配房源,无需填写精确筛选条件。
自动信息提取智能体 — AI 自动从各类房源页面/帖子中整理出价格、位置、户型、设施等结构化信息,省去人工整理。
对话式找房 — 像跟真人中介聊天一样,支持多轮对话逐步细化需求。
房源聚合 — 覆盖英国北部主要城市,高峰期房源信息量最全。
成果
- 峰值同时在线 1,000+
- 总用户量 6,000+
- 高峰期承包英国北部留学生找房业务
- 2023 年非常早期的 AI Agent 落地案例
