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A luxury real estate lead generation case study covering villa enquiries in South Delhi, three times the qualified volume at a cost per lead 30% below comparable row housing campaigns.
Project Summary
Client Overview:
The client is the luxury residential arm of a luxury marketplace group, marketing high-value villas in South Delhi. Avikosh Digital was handed the account in May 2026 rather than a specialist property agency.
Group structure: This business and the pre-owned exotic car marketplace are the two operating companies under a luxury marketplace group. Avikosh Digital runs paid acquisition for the group and for both companies.
The Challenge
The pool of people buying a South Delhi luxury villa is very small, and broad luxury interest targeting reaches aspiration rather than intent. At this ticket size, aspiration converts at close to zero.
High-net-worth buyers do not respond to urgency-led advertising. The creative has to signal discretion, not a deal closing on Friday.
Row housing and villa buyers look similar in targeting terms and behave nothing alike, so a campaign built for one wastes budget on the other.
What We Did
Built the campaign around a narrow geography and genuine purchase intent rather than luxury affinity.
Pitched the creative at the buyer rather than at the market, access and privacy, not price and pressure.
The Results
Three times the qualified enquiries. Qualified means the enquiry came from someone with genuine purchase intent in a narrow South Delhi geography, not from the much larger pool with luxury affinity and no intention of buying.
Cost per lead running near half the market rate. Villa enquiries in this segment are commonly bought at around five hundred rupees. This account has been delivering them closer to two hundred.
30% below comparable row housing campaigns. The sharper comparison, because row housing and villa buyers look almost identical in targeting terms and behave nothing alike, so most campaigns pay villa prices for row housing intent.
Won on merit inside the group. The group handed the villa launch to the team already running its car marketplace rather than to a specialist property agency.
