01
Every channel into one pipeline
Portal emails, website forms, and social inquiries parsed into a single queue with property context attached — nothing waits in an individual agent's inbox.
Residential real-estate brokerage · Lead Generation
3.2× booked viewings from the same ad spend
Portal leads arrived around the clock; agents replied when they surfaced from viewings — often the next day. An AI qualification layer now answers every inquiry in seconds, establishes budget and timeline conversationally, and books qualified prospects straight into agent calendars.
- 45 sec
- median response time, from next-day
- 100%
- of inquiries qualified & logged
- -47%
- viewing no-show rate
/ 01 — The problem
What was breaking.
Median response time to portal inquiries was 19 hours. Win the reply race and you win the viewing; the brokerage was losing it almost every time.
Agents had no reliable picture of which leads were financed and ready versus browsing — evenings went to calling numbers that should never have been priorities.
/ 02 — The build
How we approached it.
02
Conversational qualification
The AI responds in seconds with specifics about the property, then naturally establishes budget, financing status, timeline, and flexibility — logged as structured CRM fields, not chat transcripts.
03
Calendar-direct booking
Qualified prospects choose a viewing slot in the first conversation. Confirmations, reminders, and cancellation-refill run automatically; valuation leads route to listing agents as priority.
Timeline4 weeks from audit to all channels liveStackClauden8nportal email parsingCRM APICal.com
/ 03 — The results
What changed.
- Booked viewings rose 3.2× on identical portal and ad spend within one quarter.
- Median first response: 45 seconds, at any hour — 62% of qualified conversations now start outside office hours.
- Viewing no-shows fell 47% with automated reminder and refill sequences.
- Agents start each day with a ranked, financed, timeline-tagged pipeline instead of a raw inbox.
“The uncomfortable discovery was how many good buyers we'd been losing to silence. The system doesn't sell homes — it makes sure a human gets the chance to.”
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