Find your AI Sweet Spot
We study how different people benefit from different levels of AI support — so products like Reading Buddy and Outcome Ready can become more useful, more personal, and easier to trust. 4,256+ participants and counting.
What is an AI Sweet Spot?
The level of AI support where a person performs best — not overwhelmed, not under-supported. Different for every person, context, and task.
Why it matters
Most AI tools assume one-size-fits-all. Our research shows performance, confidence, and engagement peak at different AI levels depending on cognitive profile and context.
How it powers the product
Every Reading Buddy session captures real Sweet Spot signals — linking AI assist level to reading outcomes and building a continuously improving model.
Share your experience
Takes 2–3 minutes. Completely anonymous unless you choose otherwise.
Partner with us
Contribute your cohort data, co-design research instruments, or license Sweet Spots insights for your organisation. Schools, providers, and research institutions welcome.