All case studies
Real estate·February 22, 2026

Filling a broker's calendar with only qualified buyers

A mid-market brokerage was spending its agents' time on buyers who weren't ready. Our AI qualifier made sure only the serious ones reached a human.

3× qualified-lead volume · agents' time freed for closing
Client
Confidential — residential real estate brokerage
Tools
HubSpot · Calendly · Meta Ads · Claude · Slack
Filling a broker's calendar with only qualified buyers

Results

qualified-lead volume
-72%
time agents spent on unqualified leads
11 days
average build + launch time

The challenge

A brokerage with 8 agents was running lead ads on Meta. The ads worked — too well. Agents were drowning in 100+ raw form fills per week, most of which were tire-kickers, timeline-not-urgent, or way outside their price band.

Manual triage took each agent ~2 hours/day. Good leads sat for hours before anyone called.

What we built

We built a two-stage qualifier:

  1. Stage 1 (instant): the form fill triggers a short AI conversation over WhatsApp — 3 quick questions about timeline, budget, and area. The agent responds like a human, mid-second, 24/7.
  2. Stage 2 (routed): only leads that match the brokerage's qualification rules get pushed to an agent's HubSpot view with a pre-written briefing and a pre-filled Calendly link.

Unqualified leads get nurtured into a long-term sequence. Nothing gets dropped.

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