Would you trust synthetic data for customer research?

As I'm hunting Opinio.ai, I'm curious about the opinions of people regarding synthetic data. With the recent advance in generative AI, is it possible to generate synthetic buyer personas and ask their opinion about your messaging. Will you trust the result?