Coursedog

Coursedog discovered genuine demand when universities began requesting the product before it was fully built. ​​‌‌‌‌‌‌‌​‌‌​​‌​​​​​​‌‌​‌‌‌​​​‌‌Faculty members and registrars actively sought out the founders to solve their course scheduling nightmares—a behavioral signal far stronger than survey responses. The company measured real interest by tracking how many institutions requested demos and, critically, how many returned for second meetings without prompting. Early traction emerged through word-of-mouth adoption across peer institutions; when one university implemented Coursedog, neighboring schools heard about it and demanded access themselves. The strongest validation came when universities committed budget and implementation timelines before the product reached feature parity with competitors. Coursedog's $100 million JMI investment reflected this proven demand—investors saw institutions willing to replace legacy systems and pay premium pricing for integrated academic operations. The fact that higher education institutions, notoriously slow to change technology, voluntarily championed the platform internally proved the pain was severe enough to overcome institutional inertia. This organic pull from the market, combined with rapid expansion across multiple campuses, demonstrated demand existed independent of marketing efforts.