VanGo

VanGo launched with assumptions about premium ride-sharing demand that early signals never confirmed. Initial surveys showed 68% of respondents claimed they'd pay 20-30% more for vetted drivers and personalized service, yet actual booking behavior told a different story. When VanGo tracked conversion rates from app downloads to completed rides, only 12% of users who installed the app completed even one journey. Repeat usage dropped to 3% after the first ride. The company measured interest through sign-ups and focus group enthusiasm rather than willingness to pay. Early traction appeared strong—5,000 downloads in month one—but masked the critical gap between stated preference and revealed preference. Users downloaded the app but chose cheaper competitors at checkout. VanGo missed warning signs: customer acquisition costs exceeded lifetime value within six months, and price sensitivity data contradicted initial research. The premium positioning that seemed validated in interviews proved unsustainable when real money changed hands, revealing that convenience and price mattered far more than driver vetting in the actual market.