How people actually think and work with AI.
FREQUENCY RESEARCH LAB
We're at the start of a real relationship between how people think and how machines respond to them. The Frequency Research Lab exists to study that relationship directly — through surveys, product data, and outside research.
Explore our work below:
FREQUENCY RESEARCH LAB SURVEY | APRIL 2026
The Average User Doesn’t Exist
A survey of 503 power AI users across six professional roles, on how often AI misses their working style — and what they do about it when it does.
76% give AI the same instructions about how to respond, over and over.