The surge in census towns (CTs) during Census 2011 has drawn a lot of attention to the ongoing and future dynamics of these in-situ urban settlements in India. Using the village level information from the previous and current censuses, the present study attempts to identify the villages that can be classified as a census town in 2021. While the prevailing dataset bears some obstacles for a neat identification of such settlements, it can be observed that a fairly high number of rural areas may be classified as CTs in future, which currently accommodates a population of 17.9 million. While the current nature of regional distribution of these areas may not vary much over the future, their areal characteristics over time portray multiple spatial processes undergirding India’s urban trajectory. A lot of these prospective CTs are also relatively prosperous than their current rural neighbourhoods, which reinforces the persistence of similar pattern of urban transformation in future.