Real Estate Lead-to-Viewing Desk

From first property enquiry to broker handoff.

A multi-channel real-estate workflow starter for Meta lead forms, WhatsApp enquiries, and an optional voice provider. Qualify stated location, budget, property type, and intent against client-supplied listings; prepare broker-assignment and viewing-request drafts with duplicate and opt-out checks. The supplied reference dashboard is a separate mockup, not a live connected dashboard.

Workflow

  1. Receive approved channel payload
  2. Normalize stated preferences
  3. Look up client inventory
  4. Prepare agent-owned viewing request
  5. Route drafts for human approval

Operational contract

Trigger
Approved Meta lead-form, WhatsApp Business, or optional client voice-provider event; optional client-owned reviewed follow-up run.
Source data
Consent/source, phone and supplied enquiry, stated location/budget/BHK/property type/intent, client-supplied listing records, broker roster and source-confirmed viewing slots.
Action
Normalize a lead, look up approved client inventory, and prepare a broker assignment or viewing request. Writes, booking confirmation, WhatsApp reply and outbound follow-up require staff approval and authorized APIs.
What to measure
Time from eligible source event to broker review; eligible lead-to-staff-confirmed viewing rate; duplicate/opt-out/exception counts. Do not treat fixture dashboard values as real metrics.
AI + rules
Starter Code nodes validate synthetic data and prepare drafts using explicit rules. Included prompts and JSON schemas guide a separately configured, approved AI classification/extraction step; starter rules are not presented as AI execution.
Human fallback
Missing facts, uncertain answers, unsupported actions, and provider failures go to the named business owner’s review queue.
Logging
The starter returns a workflow name, correlation ID, status, and audit/action draft. Production adapters must persist event/version/owner/timestamps and communication outcomes in the approved source or log store.
Errors & duplicate prevention
Recheck current source status before writes/sends. Use a durable idempotency store keyed to event/record and action; demo flags are not production deduplication. Failed adapters must create an owned exception, not silently retry consequential actions.

Inside your kit

Before you connect it

$399 · One-time configurable workflow kit · Draft test price. Third-party subscriptions, usage, and implementation are separate.

Two-step guide and API checklist · Cart and secure test checkout · Request implementation