From 1.4% to 3.9% lead-to-deal — without hiring a single agent.

Where the numbers were quietly bleeding.

The brokerage was spending AED 180k/month on portal leads but converting just 1.4%. Their 34 agents shared inbound WhatsApp — 200+ enquiries/day — and dropped roughly half. First-response averaged 47 minutes; industry data shows a >6× conversion drop after 5. Every new listing consumed 90 minutes of Arabic + English copywriting and portal uploads. Sales meetings were arguments about who deserved which lead.

What we actually built — and why.

We deployed an Arabic + English WhatsApp AI qualifier that replied within 45 seconds, asked six qualifying questions (budget, area, timeline, family size, mode of finance, urgency), booked viewings on agent calendars, and pushed enriched profiles into their CRM with a full transcript. A listing generator turned a photo pack + spec sheet into portal-ready assets across 6 platforms in 4 minutes. A management dashboard scored every agent by real activity — not the story they told at the Monday meeting.

Three numbers that changed the business.

What actually changed day-to-day.

The honest arithmetic.

Investment: AED 168k over 12 months (setup + monthly retainer). Return: AED 3.12M additional GCI attributed to AI-qualified deals + AED 480k in agent-time savings. Net ROI: 18.5× in year one.