New Launch - India Real Estate Report 2026.

What is attribution modelling for property ads?

Attribution modelling is the method of deciding which marketing channels or ads deserve credit for a booking or a lead, using rules or statistics, so developers can see what works and spend their budgets better, even though buyers usually interact with many touchpoints before booking.

What It Is

  • Common models include first touch, which credits the first interaction, last touch, which credits the final one, linear, which splits credit equally, and data-driven models that estimate each channel's contribution, and in real estate, a buyer may see ads, visit portals, call, and visit a site over months, so no single model is perfect.
  • Offline touchpoints complicate it.

How It Works

  • To use it, the developer records the source of every lead in a CRM, links site visits and bookings to leads, imports offline results into ad platforms, compares channels on cost per visit and per booking, and looks at results over a full sales cycle, and uses surveys at booking, to understand influences, and then shifts budget.
  • Data quality is critical.

What to Check

  • Set up consistent tracking, tag campaigns, record the source at every enquiry, train the sales team to log data, review several models, and not just one, avoid cutting channels that help others, and keep privacy and consent rules in mind, and review quarterly.
  • Beware of small numbers.

No model is perfect, so record the source of every lead, link visits and bookings to it, compare more than one model, and review over a full sales cycle.

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