Why discovery works differently in Indian D2C
Most discovery frameworks are written for US or European D2C, where card payment is default and social discovery patterns are more settled. Indian D2C runs on different mechanics, and this quiz is built around them specifically.
Cash on delivery still accounts for a majority of first-time D2C transactions in India, an IIM Ahmedabad study from 2024 put preference at roughly 65 percent, and it functions as a trust signal more than a payment method. A founder's COD strategy during validation reveals more about their discovery discipline than almost any other single decision, which is why it shows up directly as one of the seven questions.
Brand discovery itself is heavily social-first. A large majority of category discovery now happens on social platforms rather than search, and a meaningful share of purchases carry direct creator influence. A founder who is not accounting for this in their discovery process is optimising for a channel that is no longer where the first impression happens.
These two dynamics, COD as a trust signal and social-first discovery, cut across all five archetypes differently. A Personal Pain Founder usually gets this instinctively through their own community. A Data Miner usually has to build it into their process deliberately, since the signal doesn't show up in transaction data until much later.