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Case study · 5 projects · 100 days to 30 June 2026

41 site visits from a dead RNR list.

And engaged buyers converted 4.2× better than buyers who did not engage. 294 site visits attributed in 100 days.

Who: A Bengaluru residential developer, live on 5 of its 6 projects, ₹1.6 to 4.5 Cr homes.

RNR leads · 100 days to 30 June 2026

Before2,824RNR leads who never picked up
After41site visits conducted, from a dead list

Became site visits, all buyers

  • Non-engaged2.7%
  • Engaged buyers11.4%
Actual data, the developer's own live leads. Identity confidential.

What did Propfocus AI deliver for this 5-project developer?

Propfocus AI is the AI presales platform for real estate developers. Its AI agents work every lead a developer has paid for, on WhatsApp and inside the developer's CRM, until it becomes a site visit. Here, with the project page and Intent Alerts, engaged buyers converted 4.2× better and 294 site visits were attributed in 100 days.

  • Developer's own live leads
  • Actual data
  • Identity confidential
The situation

Premium homes, and thousands of leads who never picked up.

  • Residential, 6 projects, live on 5, Bengaluru
  • Ticket sizes ₹1.6 to 4.5 Cr
  • 2,824 RNR leads who never picked up
  • 100 days, data to 30 June 2026
  • Works inside the developer's Salesforce CRM
What Propfocus AI did
  1. Sent every buyer their own project link

    5,733 buyers reached with 7,157 personalised links to the project page they asked for.

  2. Saw which buyers engaged

    Propfocus AI sees which buyers are engaging with the project page they asked for. 1,582 buyers (27.7%) did, and Intent Alerts puts buyers like these in front of the team first.

  3. Brought RNR leads back

    Of 2,824 RNR leads who never picked up, 496 (17.6%) came back and opened their project page, and the rep was alerted on WhatsApp the moment they did. 41 of them walked in.

  4. Inside the CRM the team already uses

    Plugs into the developer's Salesforce CRM. The human rep still takes over.

Results

Engaged buyers converted 4.2× better.

Every figure below is from the developer's own live leads, 100 days to 30 June 2026.

RNR leads

  • 2,824

    RNR leads who never picked up

  • 496

    re-engaged: 17.6% opened their page

  • 41

    site visits conducted, from a dead list

  • 455

    re-engaged RNR leads had not visited yet at the cut-off

All buyers

  • 294

    site visits attributed in 100 days

  • 4.2×

    higher conversion for engaged buyers

  • 11.4%

    of engaged buyers (27.7% of buyers) became site visits, against 2.7% of non-engaged buyers (72.3%)

  • 2 days

    half the attributed site visits happened within 2 days of the link going out

41 site visits are worth ₹11.3 lakh at ₹27,600 a visit, the cost per visit published in the 10-project case study. This developer's own cost per visit was not published.

Timeline

100 days, and the share kept rising.

  1. Month 1

    6.4% of site visits from engaged buyers

    Share of conducted site visits that came from buyers who engaged with their page.

  2. Month 2

    16.5% of site visits from engaged buyers

    The share more than doubled in the second month.

  3. 17.9% of site visits from engaged buyers

    By month three, nearly 1 in 5 site visits came from engaged buyers.

  4. Case study published

    Actual data, identity confidential.

What this means for you

Find the buyers who are ready, including the ones who stopped answering.

If your leads go quiet after a few calls, the buyers worth calling are still in your CRM. These are the pages to read next.

Read the full case study

The original PDF, with the full data behind this page. The developer's own live leads, actual data. Identity confidential.

Download the PDF (opens in a new tab)
FAQ

Questions about this case study

All questions

What is an RNR lead?

RNR means ringing, no response: a lead your team has called again and again without an answer. The RNR Agent takes over a lead your team could not reach (for example, after around 10 unanswered calls; you agree the rule with us before go-live), restarts the conversation on WhatsApp and hands back only the buyers who reply.

What is an engaged buyer?

A buyer who engaged with the personalised project page they asked for. In this study 1,582 of 5,733 buyers (27.7%) engaged, and 11.4% of them became site visits, against 2.7% of the rest.

How is ₹11.3 lakh worked out?

41 site visits at ₹27,600 a visit, the cost per site visit published in the 10-project case study. This developer's own cost per visit was not published.

How quickly did buyers visit?

Half the attributed site visits happened within 2 days of the link going out.

Your leads next

See it on your own leads. Find the buyers ready to visit.

We will walk you through these numbers and show you which of your buyers are ready today.