Search and Location Intelligence for Rental Platforms

A natural-language search API and a commute-aware geo API, sold separately or together

Plug conversational search and location intelligence into your own rental or listings product — multi-tenant, evidence-backed results, and geospatial data your team doesn't have to build or maintain.

Example response14 matching listings
bedrooms 3commute ≤ 40 min to University of Cape Town by car

3 bed house, Newlands

R18,500/mo

3 bed · 2 bath · Newlands, Cape Town

3 bedroomswithin 40 min of UCT

22.4 min by car (20.2–24.6, high confidence) — within budget

Garden cottage, Rondebosch

R16,200/mo

3 bed · 1 bath · Rondebosch, Cape Town

3 bedrooms34 min by car

This is the real /v1/search response shape — evidence and all. Run your own query in the live sandbox →

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Natural-Language Search

LLM-parsed conversational queries — "2 bed within 30 min of the CBD under 15000" — with evidence for every match, not just a score

How the search API works →

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Commute-Aware Geo

Isochrones, walk times and travel matrices from a self-hosted routing engine — not a per-lookup geocoding bill

How the geo API works →

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Multi-Tenant by Design

Your catalogue stays in your own index — scoped API keys, per-tenant isolation, no shared data

Platform capabilities →

Sold as an API

Documents in, listing ids and evidence out — integrate it into whatever front end you already have

How listings get in →

Why Choose The Property Stack?

Time to Market

Deploy in weeks instead of months. Skip the lengthy development cycle and start serving customers immediately.

AI Integration

Ready-to-use LLM capabilities without requiring machine learning expertise or infrastructure.

Enterprise Security

OIDC, PKCE, and token-based security throughout. Multi-tenant architecture for data isolation.

Modern Architecture

Scalable design with modular components for easy maintenance and future-proof growth.

Comprehensive Testing

Full test suite for reliable deployments with unit, integration, and E2E testing.

Documentation

Detailed setup guides, API documentation, and integration examples for rapid onboarding.

Ready to Add Search and Geo to Your Product?

Try the public sandbox, or talk to us about a demo tenant and production access.

Or email us directly at info@thepropertystack.com