GenAI’s adoption puzzle
GenAI adoption is stuck. Users check in weekly, not daily. Is the problem time or product?

Why it matters
Despite massive hype around generative AI's transformative potential, adoption patterns reveal a critical gap between promise and reality. Leaders need to understand whether low engagement reflects market maturity challenges or fundamental product-market fit issues.
The key facts
4 to knowMost genAI users engage only weekly or bi-weekly
Far fewer users have integrated genAI into daily workflows
Core tension: adoption puzzle between time-to-adoption vs. product readiness
Framing question: is this a temporal market adoption curve or a product design problem?
Go to the source
Benedict Evansben-evans.com
Publisher excerpt: Generative AI chatbots might be a life-changing transformation in the nature of computing, that can replace all software, but so far, most of its users only pick it up every week or two, and far fewer have made it part of their lives. Is that a time problem or a product problem?
