Rebuilding the demand-to-qualified-lead system
Context
A commercial leasing business generating leads across office and industrial segments, with acquisition and qualification handled separately from sales.
Commercial Problem
Lead volume looked healthy, but qualified-lead quality and cost efficiency did not follow. Demand-to-qualified conversion was unpredictable.
Diagnosis
Acquisition, qualification and CRM used disconnected definitions; a single company could hold multiple independent leasing needs the CRM could not model.
Decision
Prioritize a shared qualification framework and CRM restructure over more ad spend; move demand from purely inbound to proactive targeting.
Intervention
Redesigned campaigns and landing pages by submarket, audience and search intent; aligned MQL→SQL criteria across Marketing, CS and Sales.
Execution
Automated lead intake and routing using LLMs to structure inquiry data before routing by business rules; established pipeline quality controls.
Measurement
Tracked qualified-lead growth, cost per qualified lead, lead quality rate and channel contribution rather than raw lead counts.
System Change
Qualification became a shared, governed system across three teams instead of an isolated marketing metric.
- Qualified leads +70% YoY
- Cost per qualified lead −53%
- Acquisition channel scaled 5×
- Lead quality rate 30% → 41%