Case Study

Real Estate Lead Qualification

How a property marketplace increased qualified lead conversion and improved follow-up speed.

Snapshot

  • Industry: Real Estate
  • Use case: Lead qualification + scheduling
  • Timeline: 6 weeks
  • Deployment period: Q1 2026

Results

MetricBeforeAfter 6 Weeks
Qualified lead conversion12%22%
Speed to first contact4h 06m17m
Meeting booking rate18%31%
Manual lead triage time22 hrs/week9 hrs/week

Methodology note: Results are measured using the chatbot benchmark methodology. Deployment period and metric definitions are documented in this case study.

Implementation

  • Deployed qualification flows by intent (buy, rent, invest)
  • Added dynamic question branches by budget and location constraints
  • Synced high-intent leads into CRM and scheduling tools
  • Measured sales acceptance rate per conversation pattern
“Lead quality improved immediately because the chatbot captured the details our agents used to gather manually.”
Sales Operations Lead, anonymized property marketplace (approved quote)

Next steps

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Last reviewed: March 2026