www.realiti.io

Market Intelligence

Aug 12, 2026

Est. 5 min read

Pre-Launch Market Research

Feasibility Study

Micro-Market Analysis

Absorption Rate

Demand Analysis

Your Launch Isn't a Demand Problem. It's a Three-Kilometre Problem.

City-wide market reports miss the data that decides whether a launch sells out in 8 months or sits unsold for 2 years.

By Karthik Suren

Head of Revenue & Client Acquisition

Key Takeaways

  • A city-wide report averages away the exact variance that decides whether your specific project sells.
  • Two projects, same city, same product, four kilometres apart, can post opposite results, because the city-level number hides what’s happening in the 3 kilometres around each site.
  • One senior living project moved from an average of 8 bookings a month to a consistent 40+ a month, with one month reaching 53, once pricing and payment terms were rebuilt around real 3km transaction data.
  • A proper feasibility study covers five things within a 3km radius: absorption rate, unsold competing inventory, real transaction prices, configuration-level demand, and competitor activity.

Every market report lands on your desk the same way. City-wide averages, district-level price trends, a demand forecast that paints an entire metro region with a single brushstroke.

You read it. You nod. You make a launch decision. Sometimes that decision costs you crores.

Not because the report was wrong. Because most market research in this industry is built to look thorough, not to be useful.

Your project doesn’t compete with the city. It competes with a 3-kilometre stretch around your site, a handful of streets, a specific buyer who drives past two other projects to reach your gate. A generic city report can’t see that buyer.

The Problem

City reports are easy to commission. They circulate widely. They carry the weight of institutional credibility. None of that makes them useful. It just makes them comfortable.

A generic study gives you an average price per square foot across a district. It gives you a demand forecast built on broad population trends. It gives you aggregate inventory numbers that bury the 200 unsold units sitting two kilometres from your site.

What it won’t tell you: how many units of your exact configuration sold nearby in the last six months, what buyers actually paid at close, or which competing project just cut prices without touching a single listing.

A city report gives you a trend. A proper feasibility study gives you the number you’ll actually be held to.

Why It Happens

Real estate is hyper-local. Every developer prices against the project next door, not the district average.

Yet launch decisions still lean on broad market studies instead of site-specific research. City studies are easy to commission and widely circulated, so they feel like due diligence even when they aren’t.

The same pattern plays out across nearly every metro market. Two projects, same city, same product, same ticket size, four kilometres apart, look identical on a city-level report. One sells out in 8 months. The other is still carrying 40 percent unsold inventory two years later.

The city-wide numbers missed it, because they were never built to catch it.

A Different Way to Look at It

Most launch planning starts with a question like “what does the city market look like right now?”

We think there’s a better one: “what is actually moving within 3 kilometres of this specific site?”

At Realiti, this is the foundation of how we approach pre-launch research. A luxury senior living project in Tamil Nadu was averaging 8 bookings a month. The design was strong. Pricing looked competitive on paper. Marketing was active. None of it mattered, because the inputs were wrong.

A site-level demand analysis found that the real buyer within a 3km radius had a price ceiling roughly 8 percent below what city-level comparisons suggested, and wanted a staggered, milestone-linked payment structure the developer hadn’t offered.

Two changes followed. A pricing strategy rebuilt from actual closings, and a payment-structure realignment. No increase in marketing spend. Monthly bookings climbed to a consistent 40+ within three months, with one month reaching 53.

What Developers Should Check Before Their Next Launch

  • Absorption rate within a 3km radius: actual unit movement, by configuration and ticket size, not city-wide trends.
  • Unsold competing inventory: the exact number of unsold units sitting within your immediate competitive radius, and how long they’ve sat there.
  • Real transaction price ceilings: what buyers are actually paying at close, not list price or circle rate.
  • Configuration-level demand: what’s actually moving on your street, not what a city report calls popular.
  • Competitor activity: which nearby projects are discounting, stalling, or selling out, in real time.

Final Thought

City-wide reports have a place: macro trend tracking, investor presentations, long-range portfolio planning. They have no place deciding how you price and build your next launch.

The data that predicts whether your project sells out in 8 months or 24 months lives within walking distance of your site, not in a city-wide index.

So before you commission another market report, ask yourself: is it telling you about your city, or about the 3 kilometres you’re actually launching into?

Frequently Asked Questions

Site-specific research, typically within a 3km radius of a project, measuring absorption rate, unsold competing inventory, real transaction prices, and configuration-level demand. Not a district average dressed up as analysis.

A standard study averages an entire city or district, which averages away the variance that determines whether your project sells. Micro-market analysis looks only at what's actually competing with your site.

City-wide demand can be strong while your specific street sits on 18 months of unsold inventory in your exact configuration. Local absorption is the number that tells you what's actually happening where it matters.

Before pricing and unit mix are finalized. If bookings on a live project are already lagging, the answer is now, not after the next sales review.

A market study tells you what demand and pricing look like in an area. A competitor analysis tells you what the three projects actually fighting you for that buyer are doing this month.

Ready to engineer your growth?

Let’s turn your project into the next case study.

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