That’s what qualitative data is for. At the very least, talking to customers and reading their feedback. Preferably followed by organizing that data somehow, and using it to better understand the quantitative data you have.
It’s fair comment, though, that undifferentiated ‘engagement’ is rarely a good metric.
It’s fair comment, though, that undifferentiated ‘engagement’ is rarely a good metric.