Commercial cycles run 60 days. Leads go cold when no one follows up on day 2, day 7, day 14.

A 60-day sales cycle runs on memory, until it doesn't.

Downtown Dubai Commercial's deals are office leases, retail spaces, and investment units in DIFC and Business Bay. The typical cycle from first enquiry to signed agreement is 60 to 90 days. That is a long time for a broker's mental model of "where we're at with this lead" to drift from reality.

When we audited their Property Finder and Bayut pipeline at the start of the engagement, roughly 40% of deals marked "active" had not had a recorded WhatsApp touch in over 30 days. The brokers genuinely believed they were following up. They just weren't, because nothing was prompting them to.

Marcus, their senior broker, described the problem clearly: the deals they were confident about were fine. The ones in the middle of the funnel were silently leaking. And they had no way to know which ones until a prospect picked up another brokerage's call.

How we ran the pilot.

Days one and two we pulled 12 months of closed deals and reverse-engineered the WhatsApp contact cadence. Deals that closed had an average of 8 to 12 WhatsApp touches across the cycle. Deals that stalled had fewer than 3. The pattern was clear: more consistent follow-up meant more closures, up to a ceiling.

Days three through seven we built the sequence: WhatsApp Business API connected to the shared inbox, n8n workflows pulling leads from Property Finder and Bayut, Anthropic-powered AI for first qualification, and a three-stage automated follow-up at day 2, day 7, and day 14 from the last touch. Each message referenced the specific property interest and deal stage extracted from the conversation. Go High Level was configured to track sequence status and flag deals that had gone quiet.

Days eight through ten we ran live commercial leads through the system. Brokers reviewed the day 7 and day 14 messages in particular, which needed a different tone from the initial enquiry responses. Two iterations and they approved them.

What we shipped.

AI qualification on every Property Finder and Bayut commercial enquiry. The Anthropic-powered layer handles first contact, extracts deal type, budget range, and timeline, and routes to the right broker within 2 minutes. Brokers start every conversation with context.

Automated follow-up at day 2, day 7, and day 14. Each message is personalised to the property the prospect enquired about and the stage of their conversation. Messages stop automatically when the prospect books a call or responds with intent to proceed.

Go High Level updated at every touch. Every automated message, every broker reply, and every stage change is logged without manual input. Brokers see a live view of which deals need human attention today.

Cal.com booking in every follow-up. Each sequence message includes a direct booking link. Confirmed appointments sync to the broker's calendar and update the deal stage in Go High Level automatically.