Cibyl AI – ask your data, get a straight answer
Self-serve access to the Cibyl student and graduate dataset

Ideas, feedback and evidence on demand, without the wait
Good early careers decisions need evidence behind them, but a bespoke research request takes time, and by the time it lands the question has often moved on. Too often teams are making decisions without the data to back it up.
Cibyl AI is a self-serve query layer built on the same dataset behind Cibyl Insight, giving you access to 100,000+ students and graduates surveyed each year, 200 million+ data points, and six years of longitudinal tracking across 2,200+ institutions in the UK and Ireland. Ask a question in plain English and get an answer drawn directly from the data with no query language, dashboard training or waiting on a research team required.
It's the same evidence, just available to your team directly, whenever you need it. Think of it like an always on, expert focus group.
Answers, not another report to read
Need an answer today
Query the dataset yourself and get a response in minutes, not days
Explore a hypothesis
Test what students think or do on a particular topic without waiting for a custom brief
Support a specific decision
Pull evidence on salary, location, behaviour or preference to back up a hiring or strategy decision right now
Benchmark your own data
Compare internal findings, surveys or feedback against the Cibyl longitudinal dataset to sense-check your insights
Frequently asked questions
We’d love to chat so please get in touch or take a look at these FAQs.
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