PropTech / AI Search
Fazli Plus — AI-Assisted Real Estate Platform
A two-sided real estate platform for Tabriz — AI natural-language search for buyers, a private listings panel for agents. Live and deployed at fazliplus.com; listing inventory is still being onboarded.
Tech stack
A two-sided platform, live in Tabriz
Fazli Plus is a two-sided real estate platform for Tabriz: one product for buyers and renters searching for a home, and a separate, private panel for the agents listing them. It's live and fully deployed at fazliplus.com — a working platform, not a prototype — but honestly early: listing inventory is still being onboarded, and the site's own live counters for listings, transactions, and agents currently read zero. That's a snapshot of onboarding progress, not a claim about scale.
AI natural-language search
The core differentiator is natural-language search. Instead of filling out a filter grid, a buyer types the home they want in plain Persian — something like "a two-bedroom apartment in El-Goli with parking" — and the system turns that sentence into matching listings, rather than requiring the buyer to already know which filter fields to set.
Structured listings, not free text
That search only works because listing data is structured, not a block of free text: area, price, floor, parking, and elevator are real, filterable fields on every unit — the same fields the manual filter bar uses. Coverage is organized by neighborhood across Tabriz — Zaafaraniyeh, Valiasr, El-Goli, Roshdiyeh, Saat Square, and Baghmisheh — each with its own listings view.
Built for agents, not just browsers
On the other side, each agent gets a private panel for publishing, editing, and tracking their own properties — agent accounts are fully separated from customer accounts, so an agent's dashboard and a buyer's account live in two different access scopes. Every listing also carries a direct line to that listing's own agent, rather than routing every inquiry through a single generic contact form.
Contracts and accounting, in the backend
Behind both sides, the Django REST Framework backend generates real contract PDFs server-side with WeasyPrint — not a static template — and runs the commission and accounting workflows that keep an agent's deals reconciled.
