Session 01 · 15 Nov ₹199 session · 15 Nov A 90 minutes AI session, ₹199 — open to anyone Starts in 15 Nov Join the session →

The developer who found out which 40 of 900 leads were real

Portal leads arrive by the hundred and sales calls them in the order they came. The three buyers in that list get called on Thursday.

Archetype
Residential developer with two projects in Udaipur
Scale
30 staff · ~900 leads/month across portals and ads
Run cost
₹10,000 – ₹18,000/mo
Payback
3–6 weeks
This is a playbook, not a client claim.

Modelled on lead volumes and conversion patterns in tier-2 residential sales, published portal and model pricing, and observed site-visit ratios. Every figure below is an estimate and is labelled as one. Why we publish it this way→

The problem

Nine hundred leads a month arrive from property portals, Meta ads and walk-in forms. Six sales people call them in roughly the order they arrive, which means a serious buyer who enquired on Monday evening gets a call on Thursday, by which point they have visited two other projects.

Nobody can tell a serious buyer from a browser before calling, so the team burns most of its week on people who were never going to buy, and the people who were ready go cold waiting.

What changed

The numbers that moved.

All figures modelled — see the note above.

Median first-contact time
31 hours Under 3 min
Automated reply; human call follows by priority
Sales hours spent on unqualified leads
34 h/wk 8 h/wk
Estimated
Site visits booked per month
48 70–85
Modelled from speed and prioritisation
What we refuse

The list we will not build.

Most people selling AI leave this part out. It is the part that decides whether the whole thing survives its first year.

Any statement about price, possession date or approval status

RERA. A model making a representation about a regulated project is a legal problem, not a marketing one.

Unlabelled AI renders

A buyer who believes a generated image is a photograph has been misled, and it surfaces at handover.

Session 01 · AI, from zero · Sunday 15 November 2026

The next session is 15 Nov

Ninety minutes, live. You bring one job you repeat; you leave with a ranked shortlist.