Most gig platforms treat your profile as decoration. You fill it in, nobody reads it, and the work you get depends on how fast you tap a button. Validating works the other way around. There is no feed to race through. Experiments come to you, and the only thing that decides which ones come is what the platform knows about you.
That makes the profile the closest thing to a job application in the whole system. Except you write it once, on your phone, and it keeps applying on your behalf.
How does matching actually work?
When a founder funds an experiment, they are not buying opinions from whoever is online. They are paying to hear from a specific kind of person: nurses, people who run payroll, people who actually pay for meal kits, people who quit paying for meal kits. The platform looks for validators whose context fits, and sends the offer to them. You see the topic, the estimated time and the amount before you accept, and you have sixty minutes to take it or let it pass to somebody else.
So a thin profile does not get you rejected. It gets you unconsidered, which is quieter and costs more.
What are the eight sections of a validator profile?
The profile is built from eight kinds of context, and each one exists because some experiment somewhere filters on it.
- Demographics. Your country and age band. Some products only make sense in some markets or life stages.
- Professional. Your field and relevant experience. A founder testing a tool for accountants needs people who have closed a real month-end.
- Job title. What you do for work, in plain words.
- Skills. What you know how to do, whether or not it is in your job title.
- Interests. What you actually care about, because hobby markets are markets too.
- Purchase behaviour. What you really buy. This is the one founders care about most, because a person who already pays for something is the hardest kind of evidence to fake.
- Availability. When you are around, so offers arrive when you can actually take them.
- Track record. The answers you already gave. Every completed session becomes part of your context for the next one.
Do you need an impressive profile to earn?
No, and this is the part people get wrong. Some experiments want a specific professional background. Plenty of others want ordinary people with ordinary habits, because that is exactly who the product is being built for. Both get paid the same way. A complete profile is not about looking senior. It is about being findable. The person who wrote down that they do the weekly shop for a family of five is, for the right experiment, more valuable than a job title with three acronyms in it.
And earnings follow the same logic. The range on the platform is six to twenty dollars an hour depending on your profile. The difference between the ends of that range is not talent. It is mostly how much of you the matching can see.
Who sees all this information?
Not the founder. The founder only ever learns that somebody matching their criteria answered. Never your name, your income, your age, your gender or your health qualifications. The profile exists to route offers to you, not to introduce you to anyone. You are specific to the matching engine and anonymous to the people paying for the answers.
Key takeaways
- Offers are matched, not broadcast. What you fill in decides what reaches you.
- Eight sections drive the matching, from demographics to the answers you already gave.
- Ordinary habits are qualifications. Specific backgrounds and everyday people are paid the same way.
- Founders never see who you are, only that someone matching their criteria answered.
- Signup takes about three minutes. The rest you fill in whenever you want, and it compounds.
First paid sessions open in Fall 2026, and people on the list go first. A blank profile on day one is a queue you joined and then left. The three minutes are the signup. The profile is the part that pays.