SunCity Integrations
Get in Touch
Real Estate / PropTech

Cerquita

AI-Powered Real Estate Search

Find homes by describing what you want, not clicking through endless filters. Conversational search that understands context, preferences, and constraints.

The Challenge

  • Multiple listing sites to check manually
  • Complex filter interfaces overwhelm users
  • Language barriers in bilingual markets
  • No personalized recommendations
  • Agents overwhelmed with unqualified leads

Our Solution

  • Natural language search: describe, don't filter
  • AI understands context and preferences
  • Full Spanish/English without switching
  • Learning recommendations per session
  • Pre-qualified leads with full context

How It Works

1

Describe what you want

"I need a 3 bedroom house near good schools, under $300K, with a yard for my dogs."

2

AI finds relevant matches

Combines semantic search with structured filters. Understands "near good schools" and "yard for dogs."

3

Refine through conversation

"Actually, I could go up to $350K if it has a garage." The AI adjusts without starting over.

4

Connect with qualified context

Agent receives: preferences, budget, timeline, pre-approval status. No cold discovery calls.

Results

<5 min

Average Search Time

2x

Lead Quality

100%

Bilingual

0

Filter Clicks Needed

Key Features

Conversational Search

Describe your ideal home in plain language. "3 bed near good schools under $300K with a yard." The AI understands context and constraints.

Smart Recommendations

The system learns from behavior—properties viewed, features prioritized, price sensitivity. Each session gets smarter.

Bilingual by Default

Full Spanish and English support. Not translations—culturally appropriate communication for the border market.

Lead Qualification

Before connecting with agents, AI qualifies leads: budget, timeline, pre-approval status. Agents get warm, contextual leads.

Technical Approach

Stack

Next.jsTypeScriptTailwind CSSClaude APIVector EmbeddingsPostgreSQL + pgvectorSupabaseVercel

Key Decisions

  • • Hybrid search: semantic + structured filters
  • • Context window management for multi-turn
  • • Guardrails to prevent hallucinated listings
  • • Human handoff triggers for complex queries
  • • Mobile-first responsive design

What This Demonstrates

Production AI Systems

Not demos—working products people actually use

Bilingual Excellence

Real Spanish, not Google Translate

Complex Data Integration

Listings, preferences, agent routing—all connected

Want something similar?

Real estate, e-commerce, or any search-heavy application—we build conversational AI that works.

Get a Quote