Post-Viewing Feedback Agent for Real Estate

Turn every property viewing into a structured sales opportunity.

This ready-to-import n8n workflow automatically analyzes client feedback after a property viewing, extracts important sales signals, determines the next best operational action, updates the lead record, and logs the complete feedback history.

Instead of leaving valuable client feedback buried inside WhatsApp messages, emails, notes or conversations, the workflow converts it into structured sales intelligence.

WHAT IT DOES

The workflow receives post-viewing feedback and uses an AI Agent to analyze:

• Client interest level

• Sentiment

• Property objections

• Viewing satisfaction

• Motivation

• Negotiation intent

• Interest in another property

• Follow-up requirement

• Key feedback

• Sales signals

• AI confidence

The AI is responsible for analysis only.

Business decisions are handled by deterministic workflow logic, making the system easier to audit, modify and control.

HOW IT WORKS

Post-Viewing Feedback

↓

Input Validation

↓

AI Feedback Analysis

↓

Structured Sales Signals

↓

Deterministic Decision Engine

↓

Next Best Action

↓

Lead Database Update

↓

Feedback Log

↓

Clean JSON Response

The workflow can route feedback into six operational outcomes:

1. Sales Follow-Up

2. Negotiation Follow-Up

3. Property Recommendation

4. Information Follow-Up

5. Nurture

6. Close Lead

EXAMPLE

A client says:

"I really liked the apartment, but the price is a little high. Can the owner negotiate?"

The AI identifies:

• High interest

• Positive sentiment

• Price objection

• Negotiation intent

• Follow-up required

The deterministic decision engine then selects:

Negotiation Follow-Up

Priority: High

Follow-up: Required

Deadline: Within 2 hours

Another example:

"The apartment is nice, but I want to see a larger 3-bedroom property in the same area."

The workflow can identify the request for another property and route it toward:

Property Recommendation

WHY IT IS USEFUL

Real estate teams often collect valuable feedback after viewings but fail to convert that information into consistent sales actions.

This workflow creates a structured bridge between:

Viewing → Client Feedback → AI Analysis → Sales Decision → Follow-Up

It helps sales teams respond faster, identify objections earlier, prioritize negotiation opportunities and avoid losing valuable post-viewing leads.

KEY FEATURES

• AI-powered post-viewing feedback analysis

• Multilingual analysis

• Interest detection

• Sentiment detection

• Objection detection

• Negotiation intent detection

• Another-property detection

• Viewing satisfaction analysis

• Deterministic sales decision engine

• Six predefined follow-up actions

• Google Sheets lead database integration

• Feedback history logging

• Webhook API endpoint

• Structured JSON response

• Importable n8n workflow

• Easy integration with existing real estate automation systems

MULTILINGUAL

The workflow is designed for international real estate operations and can analyze client feedback in different languages.

The AI extracts structured signals while preserving the meaning of the original feedback.

WHAT IS INCLUDED

You will receive:

• Importable n8n workflow JSON

• Complete setup and configuration guide

• Google Sheets database structure

• Post-viewing feedback log template

• Test data

• Example scenarios

• Troubleshooting documentation

• Extended commercial license

REQUIREMENTS

You need:

• n8n Cloud or a compatible current n8n installation

• OpenAI API or compatible AI provider

• Google account

• Google Sheets access

• Basic n8n knowledge

• A Google Spreadsheet for the real estate database

The template uses Google Sheets for the V1 database and logging layer.

WHAT THIS PRODUCT DOES NOT DO

This is an automation workflow template, not a hosted SaaS application.

It does not automatically:

• Send WhatsApp messages

• Place phone calls

• Record calls

• Perform speech-to-text

• Perform text-to-speech

• Provide a CRM dashboard

• Provide a hosted database

• Include a WhatsApp provider account

• Include an OpenAI API subscription

• Include Google Cloud or Google Sheets accounts

• Automatically execute the six sales actions

The action branches are integration points that can be connected to your CRM, WhatsApp provider, notification system or other business tools.

PRODUCTION USE

Before deploying publicly, configure:

• Webhook authentication

• HTTPS

• Request validation

• Duplicate feedback protection

• Error handling

• Production Google Sheets credentials

• Production AI credentials

For larger deployments, the Google Sheets database can later be replaced with a CRM or production database.

IDEAL FOR

• Real estate agencies

• Realtors

• Property consultants

• Real estate sales teams

• Property management companies

• Real estate automation consultants

• n8n automation builders

• AI automation agencies

This workflow is designed as a standalone V1 and can later be connected to a larger Real Estate AI Sales System.