Which AI chatbot can property agents use to qualify buyer and tenant leads on WhatsApp?

A useful property chatbot does the first five minutes of every enquiry for you, at any hour. It should:

• Reply within seconds, day and night, including weekends and public holidays.
• Work out which listing the person means. "The one near the MRT, 3 rooms" should be enough.
• Answer from your own listing details. Price or rent, size, tenure, maintenance fee, furnishing, deposit, pet policy, never the bot's guesses.
• Reply in the lead's language. Malaysian buyers write in English, Malay, Chinese and a mix of all three. "Unit ni masih ada?" and "still available ah?" are the same question.
• Qualify the lead naturally. A few questions at a time, in a normal conversation rather than a long form.
• Book the viewing at a time you are actually free.
• Pass the serious leads to you, with a short summary, so nobody repeats themselves.

A chatbot can tell a buyer the asking price. It should not negotiate it. Set the bot to pass the conversation to you whenever a lead:

• Makes or asks for an offer, wants a discount, or asks if the owner will accept less.
• Asks whether they will get a loan, or how much they can borrow on their salary. The bot can collect their loan status; only a banker can tell them what they will be approved for.
• Asks about the sale and purchase agreement, tenancy agreement, stamp duty or legal terms.
• Wants to pay a booking fee or deposit.
• Complains, is upset, or asks to talk to a person.
• Asks something your listing details do not answer. A good bot says it will check with the agent, rather than guessing.

This is also a WhatsApp requirement. WhatsApp's Business Messaging Policy (last updated 23 September 2026) says a business may use automation in the 24-hour reply window "but must also have available prompt, clear, and direct escalation paths", and lists in-chat transfer to a human agent first.

A lead's name, phone number, budget and loan status are personal data. This is general information, not legal advice; check with your own adviser or your firm.

• Tell people why you collect their details. Section 7 of the PDPA requires a written notice, as soon as practicable when you first ask someone for their personal data, covering what you collect and why, and says the notice "shall be in the national and English languages". One practical way is a short line in the bot's first message linking to your privacy notice in Malay and English.
• Collect only what you need. Section 6 says personal data must be "adequate but not excessive" for its purpose. Budget and timeline, yes; IC and payslip, not in the first chat.
• Don't keep it forever. Section 10 says personal data "shall not be kept longer than is necessary" for its purpose.
• Get permission before broadcasting listings. WhatsApp's policy says a business may message people only if they have given their number and the business has received "opt-in permission from the recipient". Someone who asked about one condo has not automatically agreed to receive every new launch. Ask in the chat whether they want similar listings, and keep a record of the answer.

Mampu AI lets property agents, agencies and short-stay hosts in Malaysia launch an AI agent on WhatsApp. Here is what it does, as set out on our property agent chatbot page:

• Replies to every listing enquiry in seconds, at midnight and on weekends, in the language the lead writes in.
• Recognises which listing they mean. "The one near MRT, 3 rooms" is enough. Price, size, tenure, maintenance fee, furnishing and parking come from listing details you load as knowledge entries and update per unit.
• Qualifies without an interrogation. Budget, own stay or investment, loan status and move-in timeline for buyers; move-in date, budget and tenancy length for tenants, asked naturally across a few messages, with separate questions for sale, rental and short stay.
• Books the viewing in the chat. It offers real slots from a connected calendar, confirms the booking and sends a reminder. Calendars live under Flow Agents → AI Knowledge Hub → Calendar, with business hours, appointment length, buffers, notice time and how far ahead people can book.
• Escalates the ready buyers. A financed buyer with a matching budget goes to the agent immediately, with the qualification summary attached.
• Starts from your ads. A click-to-WhatsApp ad on Facebook or Instagram opens WhatsApp with the flow already running.
• Keeps agents' pipelines apart. WhatsApp, Messenger, Instagram and website chat land in one inbox. Assign leads to the agent who owns that listing or area, take over any chat, and limit who sees which contacts and chats.
• Sends new listings to the buyers they fit, by segmenting contacts by budget, area, property type and intent.

To build it, pick property as your industry, choose your goal and generate the flow, or describe it in one prompt. There is no coding and no setup fee. You can start free; see the pricing page for current plans.