40% of Bayut and Property Finder leads sat unanswered on WhatsApp for over two hours. We fixed that in 14 days.

Bayut and Property Finder leads landing in the wrong inbox, at the wrong time.

When we pulled the first 90 days of WhatsApp activity at the start of the engagement, the picture was clear: leads from Bayut and Property Finder were routing to individual agents' personal numbers. If the agent was in a viewing, at lunch, or simply away from their phone, the lead sat unanswered.

The average gap between a lead arriving and a first WhatsApp reply was 2 hours and 20 minutes. In a market where three brokerages are competing for every buyer, that gap was costing them enquiries every day. The brokerage's founder knew the number was bad. He did not know it was that bad.

There was no shared inbox, no automatic qualification, and no follow-up system. If an agent forgot to chase a lead on day two, nobody noticed. Leads that cost real money to generate from Bayut were evaporating without any record of why.

How we ran the pilot.

Day one and two were an audit: we mapped every lead source, every WhatsApp number in use, and the current handoff process. We counted how many Bayut and Property Finder enquiries arrived per day and what percentage got a reply within 30 minutes. The answer was 22%.

Days three through seven were build: WhatsApp Business API connected to one shared number, n8n workflows pulling leads from Bayut and Property Finder, AI qualification layer on Anthropic, routing rules to the right agent based on area and property type, and the 24h and 48h follow-up sequences wired to Cal.com for appointment booking.

Days eight through ten we ran live leads through the system alongside the old process, checking every conversation. Days eleven through fourteen we cut over fully and measured the delta.

What we shipped.

One shared AI inbox for all Bayut and Property Finder leads. Every inbound WhatsApp enquiry lands in one place, tagged by source, property type and urgency. No lead sits unread because one agent is busy.

AI qualification in the first message. The Anthropic-powered layer asks the qualifying questions, scores the lead, and routes to the right agent within 90 seconds of the enquiry arriving. Agents see a ready summary before they even open the conversation.

Automatic 24h and 48h follow-up. If a lead does not book a call, the system sends a follow-up at 24 hours and again at 48 hours. Each message is personalised based on the property they enquired about. Appointments go straight into Cal.com.

Full HubSpot sync. Every conversation, every qualification score, every follow-up touch is logged automatically. The founder can see exactly where every lead sits without asking anyone.