Demographics size the population but say nothing about who applies
A growth stage venture investor was backing a new campus in private higher education. The case for it rested on a catchment analysis, which counts how many people of the right age live within reach of the site. Capital was about to go into a build. What the analysis could not say was whether those people were considering this kind of institution, at this price, in this format.
Intent is harder to establish than population, because it has to be asked for directly and at scale. A student browsing options and a student with an application already in progress are entirely different signals, and counting them together makes the number meaningless. The only people who can say where a decision actually stands are the students making it.
We screened by decision stage before asking about intent
We built the survey instrument with the investment team and fielded it across a screened panel of prospective students. The screening did most of the work. Interest from someone who has not yet begun an application means something very different from interest from someone comparing offers, so every respondent was placed by how far their decision had gone. Price sensitivity was tested alongside interest, because a student decides on the course and the cost at the same time.
Former admissions directors then read the results against how expressed interest has converted in the past, and former student recruitment leads read them against the funnel they used to run. That gave the investor two readings of the same number, the students’ own and the admissions view of it.
The demand question was settled before capital went in
The survey showed how much stage qualified intent existed inside the catchment, and the price point at which it held. The catchment was large. The share of it that was actually applying, at this price and in this format, was the number the plan had assumed rather than measured.
The investor reshaped the campus plan rather than proceeding with it as structured, and did so before capital went into a build. The instrument and the panel both stayed usable, so the revised plan could be tested against the same baseline.
