DataWork Watch · education
The anatomy of AI data-work recruitment scams
Real data-work programs never need your money, never hire over WhatsApp, and never pay you before you work. The patterns below cover nearly every data-work recruitment scam we track - each with the one check that defeats it.
1. The fake recruiter
An unsolicited message - LinkedIn, email, or SMS - claims to represent a known platform and offers guaranteed hours or unusually high rates. Real programs recruit through their own application pages, not cold outreach. The check: find the platform's application page yourself (our tracker links every official page) and apply there; never through a link the recruiter sent.
2. The messaging-app funnel
The "interview" moves to WhatsApp or Telegram within a message or two. Legitimate operators run applications on their own domains with a normal login. The check: refuse to continue on messaging apps; a real program loses nothing when you switch to its website.
3. The upfront fee
"Training kit", "verification deposit", "equipment fee" - paid data-work programs pay you; they do not charge onboarding fees. The check: any request for money ends the conversation.
4. The lookalike domain
A domain one letter off the real platform's, or the platform's name on a free subdomain, carrying a cloned application form that harvests personal documents. The check: compare the address bar against the official URL on our per-program pages; type it yourself.
5. The check-cashing advance
A "first payment" arrives before any work - a bad check or stolen-card transfer you are asked to partly forward. The bank later reverses it and you owe the balance. The check: no legitimate program pays in advance; never forward any part of a payment.
Program-specific verdicts
Evidence-backed legitimacy pages: is CloudFactory legit? · is DataAnnotation legit? · is iMerit legit? · is Invisible Technologies legit? · is Mercor legit? · is Prolific legit? · is Rev Freelancers legit? · is Surge AI legit? · is Toloka legit?
DataWork Watch is an independent, sourced dataset - not affiliated with any listed operator. Every fact carries its source and a verified-at date; unverified fields say so. Not legal or financial advice. No named company appears on this page except with cited evidence on its own verdict page.