Problem, system, result.
A used-car dealership was generating interest but losing it in the gap between an ad click and a human reply. Here's what we changed.
Leads slipping through manual WhatsApp
Interested buyers messaged, then waited. Replies were manual and inconsistent, especially after hours, so hot leads cooled off or went to a competitor before anyone answered. Nothing was tracked in one place.
Click-to-WhatsApp, then instant AI
Meta click-to-WhatsApp (CTWA) ads open a chat the moment someone taps. An AI qualifier greets them instantly in Spanish, asks the right questions (budget, vehicle, timing) and routes qualified buyers straight to sales, with the full conversation logged.
No lead unanswered, day or night
Every inbound now gets an instant, on-brand first response and a clean handoff to a person when it matters. The dealership stopped losing leads to slow replies and got a single, tracked view of the pipeline.
Ad click to qualified buyer, without a human in the loop.
The system runs the first mile automatically, then hands a warm, qualified buyer to the sales team.
The conversation starts before the lead cools.
A tap on the ad opens WhatsApp with the AI already ready. It qualifies in the buyer's language, so intent is captured while it's high, not hours later. This is the workflow automation pattern applied to a dealership.
Sales talks to buyers, not tire-kickers.
Qualified buyers are routed to a rep with context attached; the rest are handled automatically. Every conversation is logged, so follow-up is instant and nothing lives only in a phone.
What the system delivers.
We label measured behaviour separately from targets. No invented statistics.
Labels are deliberate. "Delivered" describes how the live system behaves. "Target" is a projected goal, not a measured result. We publish honest framing rather than invent hard conversion numbers.