A campaign that began in June 2024 attracted 18,000 applications with ₹2.4 Cr of marketing expenditure. The initial review led with the application count and its approximate cost of ₹1,333 each. That was a valid calculation of one response measure, but it did not describe how many people had established the account relationship the retail business expected. Nalin Vedrakar wanted the subsequent stages visible before the next campaign commitment.
We followed the fixed campaign cohort through opening, funding and later use. Of the 18,000 applications, 6,200 accounts were opened and 4,800 were funded within thirty days of opening. At day ninety, 2,700 met the stated activity criterion: at least three customer-initiated transactions during the preceding thirty days. The measure was an internal definition for this review, not a regulatory classification or an assessment of the customer's financial wellbeing. Each account's observation period followed its own opening date.
The acquisition sponsor preferred to retain applications as the main success measure because the campaign directly generated that response. I kept it in the report but added the later stages and their costs. The same ₹2.4 Cr represented ₹5,000 per account funded within thirty days and approximately ₹8,889 per account meeting the defined day-ninety activity criterion. We did not call either figure lifetime value, profit or the full cost of serving the relationship.
I recommended postponing an increase in the same acquisition approach while marketing and retail examined the points at which people stopped progressing. That retained the campaign's contribution without assuming that every application represented equivalent future value. The review continued until the last opened account reached its observation date; it was not compressed into the campaign's media period. Credit and eligibility decisions stayed outside marketing's authority.
The practical change was a shared account that finance, marketing and the retail business could recognise. It gave the next proposal a more precise question than simply how to buy another large response total. I would agree the observation windows and activity definition before committing the media budget, so the business knows when a meaningful review will be possible. That would also prevent the reporting calendar from rewarding an early measure merely because the later relationship has not had time to develop.