This model from a 2024 study in the Journal of Retailing and Consumer Services is pretty direct: generative AI adoption affects follower reactions partly through brand authenticity.
• No adoption, assistance, and automation are treated as three different setups
• The outcomes are post credibility, brand attitudes, EWOM intentions, and brand loyalty
• The dashed path is the direct AI effect; the other path runs through brand authenticity
AI is not automatically the problem. Automation is where the trust penalty gets sharper, while assistance is the safer middle ground.
That maps cleanly to founder personas on X – keep the founder voice human, and let AI help with research, clustering, and drafting, not replace judgment.
Data source: Journal of Retailing and Consumer Services
Related read: How to Grow a Founder Persona on X: A Practical Founder Growth System