Client Case Study: Property ChatbotSometimes It Responded.
Then They Built Their Own.
Property Chatbot replaced an unreliable third-party chatbot with a custom AI platform — and went from 40 leads a day to thousands, at a sixth of the original infrastructure cost.
97%Manual time eliminated
~20/wkWorkers onboarded
~2 wksBuild to go-live
3Sifars engineers
The ClientA Startup Building AI That Could Do What Twenty People Could Not
Property Chatbot is a Dubai-based AI platform built to find, qualify, and convert real estate leads at scale. The client built the platform to reach property buyers and sellers across the UAE through automated conversation — and to sell qualified leads to real estate brokers closing deals worth $1M to $10M.
CompanyProperty Chatbot
LocationDubai, UAE
IndustryReal Estate Lead Generation & Qualification
ModelB2B Lead Sales + SaaS
Team4 people

The Problem
An Industry Running on Phone Calls. One Founder Who Wanted Something Different.
The vision was clear: reach thousands of real estate leads simultaneously, qualify them through AI conversation, and hand the best ones to brokers ready to close. The problem was execution.
Every attempt to build the outreach layer hit the same wall. No-code tools were too slow. A third-party chatbot integrated into their lead management system was supposed to be the answer. When it worked, it worked. Most of the time, it didn’t
The SolutionOwn the Infrastructure. Control the Outcome.
Sifars built a voice-driven AI assistant that takes each worker through the full compliance process in a natural conversation — collecting every answer, populating the required government forms, and capturing a digital signature automatically.
Before Sifars:
- cancelThird-party chatbot responded intermittently — no fix available
- cancel40–50 leads reached per person per day, manually
- cancel$300/month infrastructure with no reliable return
- cancelWhatsApp outreach capped by human bandwidth
- cancelNo path to qualifying leads at scale
After Sifars:
- check_circleCustom AI service responds consistently — always on
- check_circle3,000–4,000 leads reached daily, fully automated
- check_circle$50/month infrastructure, running continuously
- check_circleMultiple WhatsApp channels deployed simultaneously
- check_circleFull qualification journey automated end-to-end
🧠 Dedicated AI Service
A custom backend delivers responses in seconds — no third-party relay, no unreliable intermediary. Built and owned outright.
📱 Multi-Number WhatsApp Outreach
Multiple channels deployed simultaneously, distributing volume to reach thousands of leads daily while managing platform restrictions.
🔗 CRM Pipeline Integration
Every qualified lead flows directly into the client’s management system — no manual entry, no dropped contacts.
🧠 Humanized Conversation Engine
Iterative prompt engineering to make AI responses read naturally — reducing lead drop-off before qualification completes.
📊 Multi-Brand Campaign Boards
Separate outreach personas and campaigns running concurrently, each targeting different segments of the Dubai property market.
The Outcome
4,000 Leads a Day . Two People. No Sales Team.

""One automation itself is able to do that and able to replace 80 people.""
— Founder, Property Chatbot, Dubai, UAEKey AchievementA two-person startup now reaches 4,000 leads daily — without a single manual call, message, or CRM entry.
The platform went live within two months. The team no longer called leads, managed CRM records, or handled follow-ups manually — the AI ran the entire journey from first message to booked meeting.
Infrastructure costs dropped from $300 to $50 per month. Daily outreach reached 3,000 to 4,000 leads — a volume that would require roughly 80 people to replicate manually. Client presented the platform to ten real estate companies operating in the $1M to $10M Dubai market. Four signed contracts for a monthly supply of qualified leads.
What started as a tool for one business had become the business itself.
Is This Your Business?If you are building something that depends on AI to do at scale what a human team cannot — and the tools you have tried are unreliable or overpriced — this is the work Sifars does. Not integration. Understanding the constraint underneath the technical symptom, and building something that holds.
No pitch. No proposal. Just clarity.
Book a Free 30-Minute Session →
Get Started