The au pair program connects young adults from around the world with American host families for a year of cultural exchange and childcare. Enrollment depended on getting prospective au pairs through a multi-stage application process spanning awareness, consideration, and commitment. The marketing tech team knew the numbers but not the feelings behind them: where were people dropping off, and why?
The challenge was that behavior data alone couldn't answer that. A drop-off in the consideration stage could mean the program felt too expensive, too scary, too uncertain, or that someone at home said no. Without understanding the emotional landscape, any fix would be a guess.