REAL ESTATESpeed-to-Lead AI Voice Agent

Cut lead-response time from 47 hours to 37 seconds across 4 luxury developments.

A Mumbai luxury developer with four active towers wired every Meta, Google and channel-partner lead into a sub-minute AI voice agent. Site visits booked round the clock, full HubSpot attribution.

AVG RESPONSE
37s
FIRST CALL LIFT
+71%
SITE VISITS BOOKED
+148%
PAYBACK
12 days

The challenge

A Mumbai-based luxury developer with four active towers across BKC, Worli and Powai was bleeding HNI enquiries to faster competitors. Median first-touch was 47 hours and weekend leads sat untouched until Tuesday. The in-house sales team was a dozen relationship managers but they were buried under broker calls, not closing.

How we deployed

  • Wired every Meta lead form, Google LSA and channel-partner referral into a single HubSpot pipeline.
  • Deployed a sub-60-second AI voice agent on Twilio for every new enquiry.
  • Qualified BANT in 4 conversational questions before any human touch.
  • Routed serious buyers straight onto the right project specialist via shared calendar.
  • Captured channel-partner attribution at the form level so payouts stayed clean.

What changed

  • Median response time collapsed from 47 hours to 37 seconds.
  • First-call connection rate lifted 71% inside the first month.
  • Site visits booked grew 148%, with 31% landing outside business hours.
  • Cost per booked site visit fell by 44% on the same ad spend.
  • Payback hit on day 12 against the full deployment fee.
"We were losing serious buyers because our weekend lag was 60 hours. Now a Sunday-night enquiry has a confirmed Monday-morning visit before the buyer goes to bed."

Head of Sales · Luxury Developer

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