02/12/2026 – Standardizing Pipeline Metrics with the GNAC Framework

Downloadable Materials

This Operations Call introduced the GNAC (Gross, Net, Appointment, Contract, Close) methodology as a standardized language for measuring and comparing real estate pipelines. The framework eliminates subjective definitions, allowing teams to benchmark performance and forecast revenue with greater precision.

  • Defined standardized pipeline stages: Gross → Net → Appointment → Contract → Close.
  • Launched GNAC web-based calculator (gnacc.io) for forecasting and scoring.
  • Introduced 1,000-point geometric mean scoring system.
  • Industry benchmarks shared from 177 consulting engagements.
  • Target conversion ratios and fallout percentages clarified.
  • Blended ROAS target: 3.5–4x across channels.
  • Average cost per appointment: ~$1,100.
  • Virtual appointments convert at ~1:3 compared to in-person.
  • 20 leads per contract average in competitive markets.