A/B testing is evaluative – it allows you to converge on the best item from a predefined set of items. If you have 10 bad ideas, you will only find out which one is the least bad.
Other forms of research are more generative – they stimulate innovative thought and creative design. Like contextual field research / Ethnography, for example.
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