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Lead qualification

Outbound AI Lead Qualification Agent

An outbound voice agent that calls a real-estate lead, introduces the service, qualifies them on budget, timeline and property preferences, and writes every answer to a sheet.

Hosted on Google Drive. Nothing loads from drive.google.com until you press play.

01 / THE PROBLEM

Why this matters.

Real-estate leads go cold fast, and the first call is always the same handful of qualifying questions. Doing them by hand means slow follow-up, and answers that live in someone’s notes instead of a shared record.

02 / THE DIRECTION

The solution.

A Retell voice agent driven by n8n. It places the call, introduces the service, asks the qualifying questions — budget, timeline, property preferences — and writes the answers into Google Sheets. Conditional follow-up and callback flags are wired end to end, so a lead who asks to be called back is marked for it.

My role.

Designed and built the agent and its n8n workflows. Personal prototype, validated with live test calls only — not a client or production deployment.

03 / ARCHITECTURE

How the pieces connect.

System flow

  1. 01Lead list
  2. 02Outbound call
  3. 03Introduce the service
  4. 04Qualify: budget · timeline · preferences
  5. 05Answers to Google Sheets
  6. 06Follow-up / callback flag

04 / ENGINEERING DECISIONS

Designed with intent.

  • Ask one qualifying question at a time, the way a human ISA would, rather than reading a script.
  • Write structured answers to a sheet as the call happens, so qualification is a record and not a recollection.
  • Flag callbacks and follow-ups explicitly instead of leaving them to whoever reads the notes.

05 / EVALUATION APPROACH

What needs to hold true.

  • Validated with live test calls end to end: call placed, questions asked, answers written, callback flags set.
  • Never run against real leads.

Technology direction.

Retell AI · implementedn8n · implementedGoogle Sheets · implemented

Let’s build something useful

Good conversations.
Better systems.

Have a conversational AI challenge, an automation idea, or a role in mind?