ARCHITECTURE & ENGINEERING

Property listing marketplace with vector-search AI and verification queue

Buyers use a customer web app with map search and an AI assistant, sellers and agents manage listings from their own portals, and admins moderate submissions through a verification queue that watermarks photos. It runs as a single-agency site or a configurable multi-agent marketplace, with listing search over a vector database.

Designed and built by Nayesh Daggula as part of TechDino.

Engineering highlights

Conversational listing search over a vector database via the Claude or GPT API
AI lead qualification by budget and preferences, with chat logs kept for admin review
Admin verification queue with photo watermarking for submitted listings
Google Maps location search combined with price and amenity filters

Technology

Next.jsNode.jsPythonPostgreSQLMulti-tenant

Screenshots

Product overview

PropertyApp is a property marketplace platform for real estate agencies, builders and PropTech startups. Buyers search via an AI property assistant, Google Maps and detailed filters, view galleries and videos, and book site visits. Sellers and agents manage listings from their own web portals, while admins approve submissions from a verification queue, watermark photos, track leads and assign agents. It runs as a single-agency site or a configurable multi-agent marketplace.

AI features

AI property assistant with conversational search
AI lead qualification by budget and preferences
Listing search over a vector DB (Claude/GPT API)
AI chat logs for admin review

Who it’s for

Real estate agencies
Property builders
PropTech startups
Property brokers and listing services

Main modules

Customer web app
Admin dashboard
Staff portal
Property agent portal (web)
REST API
Database schema

Key features

AI property assistant for conversational search
Seller property console
Site visit scheduler
Google Maps location search with price and amenity filters
Listing verification queue with photo watermarking
Image gallery and video embedding
WhatsApp and email integrations
Lead tracking and agent assignment

Business benefits

Qualifies leads through AI interactions
Reduces site visit no-shows via SMS follow-ups
Organizes scattered agent workflows

White-label & source code

Available for white-label use with your branding, domain and configuration, and can be extended with custom features. Each product includes the source code, database and administration components applicable to the agreed product scope. Mobile applications are included where specifically listed.

Pricing & deployment on techdino.in