Saudi Real Estate AI WhatsApp Lead Qualifier (n8n Blueprint + KSA Compliance Guide)

A starter n8n blueprint for Saudi real estate brokerages, developers and property managers who want to answer WhatsApp leads faster. It catches a new enquiry, uses an AI model to score budget fit and urgency (Arabic, English or mixed messages, budgets in SAR), and alerts the right agent on WhatsApp.

What is included (ZIP, 3 files):

1. n8n Workflow Blueprint (JSON): webhook lead intake, field normalizer that detects Arabic vs English and formats Saudi mobile numbers (+9665...), Saudi-specific AI scoring prompt, agent routing with example sale / rent / management / off-plan teams, Google Sheets fallback log so no lead is lost, and a WhatsApp notification step (disabled by default until you add your credentials).
2. KSA Setup & Compliance Guide (Word): WhatsApp Business Platform and Meta verification, Arabic and English message templates, Meta Lead Ads webhook setup, how to connect your website form, portals and CRM, plus a planning checklist for REGA licensing and advertising rules and the Saudi PDPL (consent, opt-out, data requests, cross-border transfer, breach notice).
3. Agent Routing & Scoring Rubric (Excel): plan your agents, areas and HOT / WARM / COLD thresholds before editing the workflow.

Please note: this is a starter / reference template, not a plug-and-play integration. You provide your own WhatsApp Business Platform access, Meta app for Lead Ads, and AI API key. We could not confirm open self-serve lead APIs for Saudi property portals, so the guide shows how to connect them through your CRM or account manager. The compliance section is a planning aid based on public sources, not legal advice.

One-time purchase. Delivered instantly as a ZIP download.