Arooj Fatima's Work | ContraWork by Arooj Fatima
Arooj Fatima

Arooj Fatima

Researcher Phd Scholar at DDADS

DDADS

New to Contra

The 3-Second Sales Rep: Autonomous Real Estate Lead Routing (n8n + AI) Speed is everything. If a prospect fills out a form on your website and you don't reply within 5 minutes, they are already calling your competitor. The problem? Real estate agents are always driving, on site, or in meetings. They don't have time to watch their email inbox 24/7. The Problem: A client was spending thousands on Facebook and website ads, but their conversion rate was terrible. Leads were sitting in an inbox for 3 to 4 hours before a human finally manually copied the data into a CRM and sent a generic "Hi, how can I help you?" text message. By then, the lead was cold. The Solution: I completely removed the human bottleneck. Instead of a messy Zapier flow, I engineered a highly stable, autonomous "Digital Sales Rep" using n8n and Agentic AI. Here is how the digital infrastructure works in real-time: The Catch: A custom webhook instantly catches the raw lead data the millisecond a form is submitted. The Brain: The data is securely passed to Google Gemini 1.5 Pro. I prompted the AI to "read" the prospect's message and categorize their intent (e.g., Are they a First-Time Buyer? A Commercial Investor? A Seller?). It also extracts their budget. The Guardrails: I wrote a custom Javascript/Python node to enforce strict JSON formatting. This stops the AI from hallucinating and ensures the data perfectly matches the CRM schema. The Action: The system instantly drops the clean data into the CRM, sends a loud "Hot Lead" alert to the sales team's Slack channel, and fires off a highly personalized SMS (via Twilio) to the prospect based on their exact budget and intent. The Impact: We took the lead response time from 3 hours to under 3 seconds. The agency stopped losing leads to competitors, completely eliminated manual data entry, and sales reps walked into work with a pipeline full of warm, engaged conversations already happening on their phones. Are you tired of losing leads to slow, manual processes? I build digital infrastructure that works while you sleep. Send me an inquiry and let's whiteboard your new system.
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