Not All Revenue Growth Is Created Equal — A Harvard Fellow's Framework for Spotting the Real Thing

Genuine consumer demand emerges when buyers actively seek solutions for urgent priorities that existing market options fail to address, a phenomenon defined as the "pull" framework. Unlike "push" models, which rely on aggressive sales tactics and marketing spend to manufacture interest, pull-based growth is characterized by customers who purchase despite suboptimal sales processes or early-stage product limitations. For investors, distinguishing between these models requires prioritizing metrics like net revenue retention and post-sale usage over superficial growth signals. In the current AI landscape, sustainable startups succeed by identifying specific, mundane "last-mile" inefficiencies—such as automated compliance or specialized reporting—that general-purpose models cannot resolve. Rob Snyder, a serial founder and author of *The Power of Pull*, emphasizes that true market fit is revealed when customers adopt a product because they cannot afford not to use it, rather than because they were persuaded by a pitch.