Operations involved to set up

Real Estate AI Chatbot with Property Matching

Receives real estate inquiries via webhook, extracts preferences using LLMs, matches properties from PostgreSQL.

Verified 2026-07-07

Real Estate

What it does

You get instant property matches for your real estate inquiries as the agent extracts your details from incoming messages and searches available listings. It saves your preferences in our database and handles appointment scheduling via email, freeing you to focus on finding your perfect home without manual follow-ups.

How it works

When it runs: Triggered by an event · Event · on customer message via webhook
How hands-off: Assists you, you do the final step
Setup: A bigger project · a few focused days
Works with: Webhook API, OpenAI Chat Model, Postgres, SerpApi (Google Search), Gmail

Tools that fit

api

Webhook API : Receiving initial customer chat messages

SerpApi (Google Search) : Searching for property listings online

LLM

OpenAI Chat Model : Processing inquiries and generating responses

Services

Postgres : Storing customer data and conversation history

Gmail : Monitoring appointment confirmations and sending emails

Watch out for

SerpApi has strict rate limits so you should cache frequent searches to avoid hitting the quota quickly.
LLMs may hallucinate property details so always verify extracted data against the actual API response fields.
Storing sensitive user data in plain text is a security risk so encrypt PII before writing to PostgreSQL.
Email delivery can fail silently if Gmail scopes are misconfigured so add explicit error logging for send operations.

Seen in the wild

n8n: Real Estate Chatbot with AI Property Matching and Automated Calendar Schedu template

Want this running in your business?

This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.

Get in touch

Who it's for

Also fits Real Estate.

Frequently asked questions

Who is this for?

Real Estate, or anyone doing operations work who wants this handled automatically rather than manually.

How long does it take to set up?

A bigger project: plan for a few focused days to get it running end to end.

Related use cases

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