Artificial Intelligence

Real Estate, Powered
by Real Intelligence

Seven distinct AI capabilities — from conversational property search to one-click marketing plans — built on the world's leading models.

Claude Sonnet
GPT-4o mini
Grok 4
Whisper

AI Property Assistant

Your Personal
Property Expert

Ask anything about Marbella properties — budget, location, lifestyle — and get instant, intelligent answers. The assistant searches live listings and surfaces matches in real time.

🔍

Live Listing Search via Tool Use

The AI calls live property search tools mid-conversation — not just a knowledge base. Answers always reflect current inventory.

💬

Conversational & Context-Aware

Full conversation history means you can refine ("show me more like that but with a pool") and it remembers what you said earlier.

🔄

Multi-Model Fallback Chain

Claude Sonnet is the primary engine. If unavailable, GPT-4o mini steps in. Then Grok. Maximum uptime, zero degradation for users.

🤖
PropertyMatch AI
Online · Powered by Claude
I'm looking for a villa in Marbella, budget around €2M, at least 4 beds, sea views preferred.
I found 3 matches for you. Here's the top pick:
Property Marbella 1
Golden Mile Villa — Sea View
€1.95M · 4 bed · 3 bath · 320m²
Does it have a private pool and garage?
claude-sonnet-4-6 · tool_use enabled
marketing-plan · grok-3-mini
# Generated in 1.8s

## Target Buyer Profile
UHNWI, aged 45–65, Northern European.
Second home or permanent residency.
Priorities: privacy, sea views, turnkey.

## Pricing Strategy
List at €2.1M. Comparable Q1 sales
suggest 4–6% negotiation margin.

## Marketing Channels
• Kyero Premium · Idealista Destaca
• Instagram Reels (drone footage)
• WhatsApp broadcast — 280 buyers
• Private client dinner — La Cabane

## Timeline
Week 1: Photography + floor plans
Week 2: Portal launch + social push
Week 3: Open house + agent network

AI Marketing Tools

A Full Marketing
Plan in Seconds

Agents generate complete, property-specific marketing strategies — including buyer personas, channel plans, social content, and weekly timelines — with a single tap.

📋

Full Marketing Plan

Buyer profile, pricing strategy, portals, social media plan, open house approach, timeline, and KPIs — all tailored to the specific property.

✍️

AI Description & Title Rewriter

One-click luxury copywriting for property titles and descriptions. Also translates titles into Spanish with native phrasing.

📤

Export, Share & Save

Download as PDF, share via WhatsApp, copy to clipboard, or save as a Markdown file — all from inside the app.

👤

Buyer Persona Generator

Generate a detailed ideal-buyer persona from property details, or a client persona from their search criteria — for sharper pitching.

All AI Capabilities

Seven AI Features,
One Platform

Every AI tool in PropertyMatch — what it does, who uses it, and which model powers it.

🤖

AI Property Chat

Conversational assistant for buyers — searches live listings with tool use, answers questions about properties and the buying process, and maintains full conversation context.

claude-sonnet-4-6
📋

Marketing Plan Generator

Produces a full property marketing plan with target buyer profile, pricing strategy, multi-channel campaign, weekly timeline, and success metrics in Markdown.

grok-3-mini
✍️

Description Rewriter

Rewrites property titles and descriptions into polished luxury copywriting. Separate modes for title, description, and Spanish translation — each with a tailored prompt.

grok-4.3
👤

Buyer Persona Generator

Generates a 3–5 sentence ideal-buyer persona from a property listing, or a client persona from their saved search criteria — used by agents to pitch more effectively.

gpt-4o-mini
🎙️

Voice Search Transcription

Buyers speak their requirements — bedrooms, budget, location, style — and the audio is transcribed and parsed into structured search criteria automatically applied to their feed.

whisper-1
🧠

Criteria Extraction

Takes raw voice transcripts or text and extracts structured property search criteria — type, budget range, beds, baths, locations, preferences — via JSON function calling.

gpt-4o-mini
💬

AI Agent Messaging Assistant

Within agent–client conversations, a dedicated AI assistant helps agents craft responses, summarise conversation threads, and handle enquiries more efficiently — directly inside the chat screen.

gpt-4o-mini
// agent message assistant
Client: "Can we arrange a viewing this weekend?"
✦ AI Suggestion:
"Absolutely! I have Saturday at 11am or 3pm available. Which works best for you? I'll also send over the property brief ahead of the visit."

Under the Hood

Four Models,
One Cohesive Experience

Each AI task is routed to the model best suited for it — with intelligent fallbacks so the platform stays online even when a provider has issues.

Claude Sonnet

claude-sonnet-4-6 · Anthropic

Primary engine for the AI property chat. Handles multi-turn conversation, tool use (live property search), and complex reasoning. Accessed via Anthropic MCP beta.

AI Property Chat Tool Use MCP Client

GPT-4o mini

gpt-4o-mini · OpenAI

Fast, cost-efficient model used for structured extraction tasks — buyer personas, criteria parsing from voice, and the agent messaging assistant. Excellent at JSON function calling.

Buyer Persona Criteria Extraction Agent Assistant Chat Fallback

Grok

grok-3-mini / grok-4.3 · xAI

Two Grok models in production: grok-3-mini for marketing plan generation (fast, cost-effective for long outputs), and grok-4.3 for premium quality property copywriting and rewriting.

Marketing Plans Copywriting Spanish Translation Chat Fallback

Whisper

whisper-1 · OpenAI

Transcribes buyer voice recordings — captured in the app — into accurate text. The transcript is then passed to the criteria extraction model to populate search filters automatically.

Voice Transcription Multi-language m4a / mp4 Audio

// AI Chat Fallback Chain

🟠
Claude Sonnetprimary
→ if unavailable
🟢
GPT-4o minifallback 1
→ if unavailable
🟣
Grok 3 minifallback 2

Voice Search

Speak, and the App
Understands

Buyers describe what they're looking for out loud — in any language — and PropertyMatch uses Whisper to transcribe the audio, then GPT-4o mini to extract structured search criteria and update the property feed instantly.

🎙️

Natural Language Input

No forms to fill in. Just speak naturally: "I want a 4-bedroom villa near Puerto Banús, under two million, with a pool."

⚡

Instant Criteria Extraction

GPT-4o mini parses the transcript into structured JSON — budget_min, budget_max, beds_min, locations, property_type — and applies it to the feed in under 2 seconds.

🌍

Multi-Language

Whisper handles English, Spanish, French, Russian, Arabic and more — so international buyers can search in their native language.

Listening… (whisper-1)
"Looking for a beachfront apartment in Estepona, 3 bedrooms, budget up to one and a half million, south facing if possible."
// Extracted criteria (gpt-4o-mini)
💶 ≤ €1,500,000 📍 Estepona 🛏 3+ beds 🏢 Apartment 🌊 Beachfront

Early Access

Experience AI-Powered
Property Search

Join the waitlist and be among the first to use PropertyMatch — with every AI feature active from day one.

Join the Waitlist