AI Real Estate Lead Follow-up Agent Kit

Price: ₹399 (one-time purchase)

Format: ZIP (4 PDFs + Python agent + n8n workflow + prompts)

Delivery: Instant download after payment is confirmed.

Category: AI Agents

Description

AI agent kit for brokers in India and UAE: qualify property enquiries, match your listings and draft honest, consent-checked follow-ups for approval. Qualify property enquiries, match your listings and draft honest follow-ups. Qualify every property enquiry in seconds, match it to your own listings and get an honest follow-up draft ready for approval. Built for brokers in India and the UAE who want speed without promising returns or inventing property facts. The kit includes a strict system prompt, a JSON output schema, a standard-library Python agent, an n8n webhook workflow and six task prompts for listings cleanup, qualification scripts, site visits, re-engagement, investment questions and weekly pipeline review. Consent is checked before any draft, and a person approves and sends every message. Who it's for Property brokers, channel partners and real estate sales teams in India and the UAE handling portal, ad and walk-in enquiries. What it does • Hot, warm, nurture or not-qualified rating with the missing details to ask for • Up to 3 matches from your own listings with strong, partial or stretch fit • Follow-up drafts under 90 words in English, Hindi, Hinglish or Arabic • Consent check: no draft is prepared when the lead has not agreed to contact • Compliance flags for returns, legal, tax, visa and unverified approval questions • Six task prompts: listings cleanup, scripts, site visits, re-engagement, ROI replies, pipeline Benefits • Reply to new enquiries faster with a relevant shortlist, not a generic message • Keep every message free of return promises and invented property details • Help junior team members qualify leads the way your best broker does • Know exactly which detail to ask for next on every lead • Handle consent the same way on every lead, with review flags for hot leads What's inside • 4 PDF guides (40 pages): Start Here, Build Guide, Prompt Pack, Testing, Security & Costs • Runnable Python agent (standard library only) with 22 automated tests, batch mode and cost limits • Importable n8n workflow with input validation and review rules • System prompt, a no-code prompt for any AI chat, and 6 task prompts (TXT + CSV) • 3 sample inputs, including a prompt-injection test • Editable Markdown sources, README, license and checksum manifest Three ways to use it 1. No-code: paste the prompt into ChatGPT, Claude or Gemini (5 minutes) 2. Python: run the agent on one file or a whole folder (Python 3.11+, nothing to install) 3. n8n: import the workflow and call it from a form, sheet or app Use cases • Qualify a portal enquiry for a 2BHK in Pune and shortlist three matching listings from your inventory sheet. • Handle a Dubai off-plan enquiry from an overseas investor without making any claims about yield, appreciation or visa outcomes. • Spot leads with missing budget, location or timeline and draft a polite question to fill the gaps. • Prepare a site-visit proposal with two time options for a hot lead ready to buy within 30 days. • Re-engage cold leads from last quarter with a consent-checked, no-pressure check-in message. Requirements • For the no-code route: any AI chat account • For the code route: Python 3.11 or newer • For real AI results: an Anthropic or OpenAI API key (paid per use) or a free local model with Ollama • Optional: n8n Cloud or self-hosted n8n Running costs The kit is a one-time payment. AI model usage is billed by your provider per use; the kit includes cost limits and a cost formula. Free options: the offline demo mode and local models via Ollama. Honest notes • The agent produces drafts and structured data. It never sends, posts, pays or changes records — a person reviews and acts. • Tested offline and in n8n against a local test server; live provider calls need your own key. • Results depend on your inputs and model. No income or results are promised. FAQs Q: Does it work for both India and UAE markets? A: Yes. Set the market field to India or UAE with the city. The agent uses INR (lakh and crore) or AED from your listings and adapts wording, while the same honesty rules apply in both. Q: Can it send follow-ups automatically? A: No. It prepares drafts and next steps. A broker approves and sends every message, and no draft is created when consent is missing. Q: Will it tell clients about expected returns or rental yield? A: No. It never promises or estimates returns, appreciation or visa benefits. It flags those questions so a licensed person can share verified, documented information. Q: Where do the property matches come from? A: Only from the listings you paste into the listings input field. It does not search portals or invent properties. Q: Can my whole team use it? A: Yes. Everyone can run the same kit and prompts. If you add your own n8n Google Sheets or CRM node after the 'Validate output + review rules' node, each enquiry can be logged with its qualification, draft and next step so any team member can pick it up. Want all 20 agent designs, a full course and a research agent? See the AI Agent Builder Master Kit on DigiCools. License: single-buyer license — use and modify for personal and commercial projects, including client work; no resale or redistribution. Version 1.0.0 · ZIP 381 KB · Instant download

What's included

• 4 PDF guides — 40 pages (Start Here, Build Guide, Prompt Pack, Testing, Security & Costs)
• Runnable Python agent — 22 automated tests, batch mode, cost limits
• Importable n8n workflow with validation and review rules
• 8 prompts — system, no-code (any AI chat) and 6 task prompts (TXT + CSV)
• 3 sample inputs incl. a prompt-injection test
• Editable sources, README, license, manifest · ZIP 381 KB

Frequently asked questions

Does it work for both India and UAE property markets?

Yes. Set the market field to India or UAE with the city. The agent uses the currency from your listings and adapts wording, while the same honesty rules apply in both markets.

Can it send follow-ups automatically?

No. It prepares drafts and next steps. A broker approves and sends every message, and no draft is created when the lead has not agreed to contact.

Where do the property matches come from?

Only from the listings you paste into the listings input field. It returns up to 3 matches with strong, partial or stretch fit and does not search portals or invent properties.

Which languages and tools does it support?

Follow-up drafts under 90 words in English, Hindi, Hinglish or Arabic. Use the no-code prompt in ChatGPT, Claude or Gemini, run the Python agent (Python 3.11+), or import the n8n workflow.

Tags: real estate, ai agent, lead follow-up, property broker, lead qualification, india real estate, dubai real estate, n8n workflow, ai prompts, property enquiries, ai kit