Parker Rex
All projects

Deep Research

Turns an email address into a buyer dossier using Gemini's async research API for luxury real estate lead qualification.

Overview

A public listing site and agent dashboard where property likes trigger async Deep Research jobs, then backfill structured lead profiles. A second-pass SSE enrichment system extracts fields with confidence scores for agent review.

Problem

Luxury real estate agents cannot distinguish billionaires from tire-kickers when leads arrive through the same website form.

Solution

Gemini researches each lead in the background and returns net worth signals, professional history, and a verdict before follow-up.

Lessons learned

  • Async AI jobs fit research workflows well.
  • OSINT techniques translate directly to sales intelligence.
  • SSE streaming creates a better experience than waiting for a full dossier.
  • Structured output via response schemas removes parsing fragility.