All case studies

Case Study 02

L&B Real Estate

Engineering intelligent property matching

Deep dive into the system design, automation workflows, and data-driven matching logic behind a modern real estate platform.

Industry

PropTech

Category

Real Estate · Property Technology

Year

2024

PropTech

L&B Real Estate

Engineering intelligent property matching

Custom platform developmentMatching engine architectureEmail automation

Auto

Tenant–landlord matching

Weekly

Email follow-ups

Single

Centralised dashboard

Auto

Tenant–landlord matching

Weekly

Email follow-ups

Single

Centralised dashboard

Faster

Response time

Challenge

L&B Real Estate needed a smarter way to connect tenants with suitable properties while managing landlord listings efficiently.

Manually handling inquiries from both tenants and landlords was time-consuming and lacked precision. There was no structured system to match requirements, leading to missed opportunities and slow response times.

The platform needed to automate the process of collecting, filtering, and matching data while keeping everything manageable from a single dashboard.

Solution

Website Lift developed a dual-input system designed to capture and process both tenant requirements and landlord property listings.

Tenants can submit detailed preferences including location, budget, and property type, while landlords can upload their available properties through a dedicated interface.

On the backend, a custom-built matching engine using Express.js and MongoDB processes incoming data, identifies compatible matches, and automatically connects both parties.

Automated email workflows notify tenants and landlords when a suitable match is found, guiding them to take the next step.

A centralised dashboard allows full control over all submissions, enabling the team to view, edit, and manage data efficiently. Scheduled background jobs ensure consistent follow-ups, including weekly email notifications.

Outcome

The result is a streamlined, automated property matching system that significantly reduces manual workload while improving response time and accuracy.

L&B Real Estate now benefits from a structured data flow, faster tenant-landlord connections, and a more professional, scalable operation.

The platform enhances user experience while giving the business full control over listings and inquiries — turning a previously manual process into an intelligent, automated system.

Services delivered

Custom platform developmentMatching engine architectureEmail automationAdmin dashboard

Technology stack

ReactJSNode.js (Express)MongoDBREST APIsCron Jobs

Visual showcase

Key screens and flows

A structured look at the main user journeys and conversion points created for this project.

Tenant requirements intake form

Match notification email

We used to lose leads in spreadsheets. Now every tenant enquiry gets matched against live landlord listings within minutes — and we have a clean dashboard to manage it all. The automation freed up two days a week of admin work.

Director

Founder - L&B Real Estate

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