Real AI training platforms pay $30–$130/hr for legitimate work. The boom in interest has also brought a long tail of imitators that look real, ask for documents, and either don't pay or are out-and-out fraud. Here's how to filter.
1. They ask for money up front
Outlier doesn't charge a fee. Neither does Mercor, Surge AI, Turing, Scale (now Outlier), or any other legitimate platform. If a platform asks you to pay for "training materials," "certification," or "platform access," it's a scam. Full stop. Close the tab.
This is the single most common scam pattern in 2026. The fake site looks pixel-perfect, the recruiter sounds professional, and then ₹2,500 ($30) is requested for "registration." That money is gone.
2. The domain is wrong by one letter
Common impersonations we've seen recently:
outlierai.cominstead ofoutlier.aimercor.com.coinstead ofmercor.comsurge-ai.workinstead ofsurgehq.aiscaleai-jobs.cominstead ofscale.com(and Scale is now part of Outlier; they don't run separate hiring)
Always check the domain. Real platform URLs:
- Outlier:
outlier.ai - Mercor:
mercor.com - Surge AI:
surgehq.ai - Turing:
turing.com - Invisible:
invisible.co
3. The interview is via Telegram or WhatsApp
Real platforms conduct interviews on their own portal (Mercor's AI screener, Outlier's coding sample tool, Surge's onboarding console) or over Zoom/Google Meet with company-domain email addresses. If the entire process is happening over Telegram or WhatsApp, it's almost certainly fraudulent.
Variant of this: the "recruiter" wants to interview you via voice memo or text-only chat. Real recruiters use video. Period.
4. They want your bank credentials, not just account number
To pay you, a real platform needs:
- Your bank account number (or Wise/Payoneer/PayPal email).
- Your name and address as on the bank account.
- Tax forms (W-8BEN for non-US persons applying to US platforms).
What they do not need: your bank login, your debit card PIN, your UPI PIN, OTPs sent to your phone, or your Aadhaar number for "verification" before onboarding. Any request for any of these is a scam.
5. The pay is too good
If a platform offers $200/hr for entry-level RLHF labeling, it's a lie. Real entry rates are $25–$50/hr. Mid-tier coding eval tops out around $75/hr; senior tier reaches $110/hr at the high end (Mercor). Specialty work (medical, legal, quant finance) goes higher, but never to entry-level applicants.
Common scam pattern: "$150/hr for general AI training, no experience required". The pitch is designed to lure people who don't know the going rate. The "platform" then either disappears with onboarding fees or demands documents to be used for identity fraud.
6. They send a check or cash transfer "in advance"
This is the classic check-fraud scam ported to the AI training space. The "platform" sends you a payment before any work, asks you to forward part of it to "buy equipment" or "pay for software," and the original payment bounces 3–7 days later. You're out the money you forwarded.
Real platforms do not pay before you do work. If anyone offers to, walk away.
7. The job ad is on a job board you've never heard of
Mercor, Outlier, and Surge post on their own sites and on legitimate aggregators (LinkedIn, AngelList/Wellfound, joblet.ai, AI-specific job boards). They do not primarily post on:
- Generic Telegram job channels.
- Random "WFH jobs" Facebook groups.
- Reddit DMs from new accounts.
- SMS messages claiming you "have been selected".
If you find an Outlier-branded ad through one of these channels, click through to outlier.ai directly and search there. If it's a real job, it'll be listed. If it's not, it isn't.
What to do if you've already given documents
If you suspect you've been scammed:
- Don't pay anything more. Sunk-cost won't recover; additional payments compound the loss.
- Block the contact. Telegram, WhatsApp, email — block all of them.
- If you shared bank credentials: Call your bank immediately and freeze the account. Most banks can stop unauthorized transactions if reported within hours.
- Report it: India — cybercrime.gov.in. US — FTC at reportfraud.ftc.gov. UK — Action Fraud at actionfraud.police.uk.
- If you shared identity documents: Monitor your credit report. Consider a credit freeze.
The cleanest filter: where you started looking
Most contractors who get scammed encountered the "platform" through a cold message — a recruiter on LinkedIn, a Telegram channel, an SMS. The cleanest defense is to only apply through the platforms' own websites or trusted aggregators that link directly to those websites.
That's exactly what joblet.ai is built around — every listing links to the actual platform's actual application page, not a middleman page that asks for money.
Bottom line
Real platforms: free to apply, multi-stage screen, no fees, no urgency, video interviews on legit platforms, payment after work. Scams break at least one of these rules. If something feels off, it probably is — and the cost of pausing to verify is much smaller than the cost of being wrong.