01
Match
We turn your brief into a profile: profession, seniority, market, language and the task itself.
Supply
Real people
you can verify.
Everyday people and working professionals in any market, recruited through local partners and checked before the first task.
Any profession, any market. Checked before the first task.
Our reach comes from three places: local recruiting partners, professional networks and contributors who come to us through Cookiy Earn. We recruit by country, language and accent too, so a dataset reflects the people who will use the model.
- 170M+ people reachable through our sourcing network. This is access, not a count of active contributors.
- 30,000+ local recruiting partners for hard-to-find cohorts.
- 35k+ professional followers for direct expert outreach: Davin on LinkedIn ↗ (29.8k) and Cookiy on LinkedIn ↗ (5.9k).
Any profession
Name a profession.
We will find them.
Surgeons and school teachers, litigators and line cooks, pilots and plumbers. For a model, anyone who does a job well is an expert. We recruit by profession, seniority, market and language, and check credentials before the first task.
And hundreds more, from optometrists to orchestra musicians. How we source experts →
How it works
From brief to verified people.
Every cohort is checked on a sample before it grows.
02
Recruit
The right channel for the profile: local partners, professional networks or Cookiy Earn.
03
Verify
Identity, profession and background are checked on voice and video before the first task.
04
Review
Every session gets automated consistency checks when it ends. Trained annotators review what gets flagged.
Contributors
How people join.
No PhD required.
Everyday people and professionals join through Cookiy Earn, research teams reach them through Cookiy Insights, and AI agents can do both through our open-source skills. Every contributor is verified before their first paid task.
Who do you need to reach?
We will find them and run a sample.
Video on this site is licensed stock footage of real people, used to illustrate the kinds of data we collect.