01
The portal sold the lead four times
Shared enquiries are the norm on the major portals. Speed is not a nice-to-have in that market, it is the entire competitive position.
Live demoHindi + English
The property lead you call tomorrow has already booked elsewhere.
Property portals sell the same enquiry to several people at once. Whoever rings first gets the conversation, and everyone after that gets a person who is already halfway through someone else's pitch.
This agent calls the moment the enquiry lands, asks the four things that decide whether a site visit is worth anyone's Sunday, and books the slot. It handles the call in whatever mix of Hindi and English the buyer is comfortable with.
Where property enquiries are lost.
Not at the closing table. Almost always in the first hour.
02
Enquiries arrive when nobody is at a desk
Property browsing peaks in the evening and at the weekend. A team that responds in office hours is systematically late to its own best leads.
03
Site visits are booked without qualification
A Sunday spent driving someone around who was never going to clear a home loan is the single most expensive hour in this business, and it is booked cheerfully every week.
04
The follow-up stops at attempt two
Property decisions take months and involve a spouse, a parent and a bank. The buyer who said “call me next month” is real revenue, and almost nobody actually calls next month.
What it asks, before anyone gets in a car.
The four answers that decide whether a site visit is worth booking, plus the ones that decide how to pitch it.
- Budget band, asked as a range rather than a number, because nobody answers a direct question about money on a first call.
- Configuration: 1, 2 or 3 BHK, and whether that is fixed or flexible if the location is right.
- Location preference, and how far from it they will actually go. This is where most mismatches are caught.
- Possession timeline: ready to move, or willing to wait for an under-construction handover.
- Purpose: end use or investment. It changes the entire conversation and almost nobody asks it.
- Funding: self-funded or home loan, and whether a loan has been pre-approved.
- What else they have seen, which tells your closer exactly what they are being compared against.
- Who else decides, so the site visit is booked for a day the actual decision-maker can attend.
How it opens.
The first fifteen seconds. Note that it never opens as a cold call, because it is not one.
Agent
नमस्ते सर, मैं कनिका बोल रही हूँ. आपने हमारी website पे Sector Zero के बारे में inquiry की थी, उसी के regarding call किया है. दो मिनट बात कर सकते हैं?
Lead
Haan bataiye, but abhi budget dekh raha hoon bas.
Agent
बिल्कुल, that is the right way to do it. Just so I send you the relevant options and not everything: are you looking at 2 BHK or 3 BHK?
Lead
2 BHK. Aur price kya hai?
Agent
Configuration ke hisaab se vary karta hai, so let me send you the exact number in writing rather than quoting you something that moves later. Airoli mein dekh rahe hain, or open to nearby?
Lead
Airoli or Ghansoli, dono chalega.
Agent
Perfect, दोनों cover ho jaate hain. Site visit ke liye Saturday better rahega ya Sunday?
Try interrupting it mid-sentence on the live demo. It stops, and it does not restart from the beginning.
What it will never say.
In a RERA market, an agent that improvises a number is a liability, not an asset.
It never invents a price, a floor plan or a possession date. It works only from the project details you supply. Asked something outside them, it says it will confirm in writing. A confident wrong carpet area on a recorded call is a problem your sales head has to unpick later.
It never invents a project. It talks about the inventory you gave it and nothing else, which matters when a caller starts asking about a competitor's launch.
It never promises appreciation or returns. Investment framing stays factual: location, connectivity, infrastructure that is actually announced. No projections.
Why real estate was the first persona we built.
Property is the clearest case for speed-to-lead in the Indian market. The major portals distribute a single enquiry to multiple advertisers simultaneously, so the buyer takes several calls about the same search within an hour or two of raising their hand. Position in that sequence is a large part of the outcome, and it is almost entirely a function of how fast someone dials.
It is also the clearest case for qualification, because the cost of an unqualified lead is unusually high. A site visit consumes a weekend hour from a senior person plus the travel around it. Filtering on budget, funding and decision-maker before that hour is committed is where most of the measurable saving comes from.
The persona on the demo is built around a real Navi Mumbai launch, with real locality vocabulary, so the speech recognition actually hears Kharghar, Ghansoli and Kopar Khairane rather than approximating them. That vocabulary tuning is per-deployment work, and it is the difference between a transcript your CRM can use and one your team has to re-read.
The other nine.
Every persona has its own script, its own vocabulary and its own list of things it will not say.
Before you ask.
Can it handle a caller who switches to Hindi halfway?
That is the normal case in this market, not the exception. Buyers routinely open in English and switch to Hindi at the point they actually care about, usually price. The agent follows rather than dragging them back.
Will it quote a price?
Only a price you have given it, and only in the form you approved. Anything variable, such as a final on-paper figure, it commits to sending in writing instead of guessing on the call.
Does it work for resale and rentals, or only new launches?
Both. The qualification is much the same; what changes is the inventory brief and the objection set. Resale needs more on negotiation stance, rentals more on move-in date and documentation.
What happens with a lead who says call me in three months?
It records the reason and the date, and the follow-up actually happens. In property that deferred pool is usually the cheapest revenue available, and it is the one most teams quietly abandon.
Can it book directly into our site-visit calendar?
Yes, and it confirms the slot on WhatsApp so the buyer has it in writing. Where the visit needs a specific salesperson, it books against that person's availability.
Call it and try to trip it up.
Ask it something it should not know. Interrupt it. Switch to Hindi mid-sentence. It is the same agent we deploy.