The closest jobs like Outlier AI are on Mercor and Ethos if you have a professional background, and on DataAnnotation, Alignerr, Mindrift, OneForma and CrowdGen if you want general rating and writing work. All of them pay contractors to write prompts, judge AI responses or check facts.
We checked each one on its own pages on 2026-10-13. For every platform you get the type of work, who it suits and how you get in. If you want a quick answer, our top pick in the AI Training Job Matcher is the place to start.
DigiNo earns a referral when you join Mercor, Ethos or micro1 through links on this page. It costs you nothing. We have no link with Outlier or the other platforms listed.
What Outlier Offers, for Comparison
Outlier is a platform operated by Scale AI. Contributors write prompts, rank AI outputs and improve model responses, and Outlier says projects may not always match your field.
You need at least an associate degree. Onboarding takes 30 to 90 minutes, with skill screenings and an ID check, and you need a valid ID and phone from your country, a resume and a LinkedIn profile. Pay runs weekly on Tuesdays through PayPal, Airtm or bank transfer, and you see the rate before each project.
Sources: Outlier FAQ, 2026-10-13.
Why People Look for Outlier Alternatives
We pulled the 800 most recent posts in r/outlier_ai on 2026-10-13, covering 2026-09-21 to 2026-10-13. 178 of them had “deactivated”, “suspended” or “banned” in the title.
- Accounts deactivated with little or no explanation, sometimes mid-project.
- Empty task queues across languages and countries while contributors wait for new batches.
- A project that required paid AI subscriptions, followed by a suspension soon after the contributor bought them.
Outlier still pays, as our Outlier review explains. The problem is relying on it alone.
Sources: r/outlier_ai thread, r/outlier_ai thread.
Jobs Like Outlier AI at a Glance
| Platform | Best for | How you get in |
|---|---|---|
| Mercor | Professionals and experts | Role-specific AI interview of about 20 minutes |
| Ethos | Experienced professionals aged 18 or over | Profile screening, then matching to client projects |
| DataAnnotation | Generalists and specialists with strong English | One Starter Assessment per track, no retakes |
| Alignerr | Specialists applying to listed jobs | Resume, phone and ID check, some interviews or tests |
| Mindrift | Beginners who want open tasks first | Sign up, then qualifications for specialized projects |
| OneForma | Language speakers in 100+ countries | Five-minute profile, no resume |
| CrowdGen by Appen | Domain experts without a tech background | Apply, then a qualification for most projects |
| Prolific | Existing Prolific participants | Invitation to a two-part AI Task Assessment |
| Handshake AI | US-based students and professionals | Apply and verify; US work authorization needed |
| Our top pick | Not sure which fits? | Answer two questions in the AI Training Job Matcher |
The Platforms, One by One
Mercor
Mercor lists expert roles you can browse before making an account. You sign up with an email link or Google, with no password.
Most roles include an AI interview of about 20 minutes. You do each interview once and the result carries over to other roles that use it, and you can retake it up to three times. Passing an assessment can put you in the running for several roles at once.
Hourly contractors are paid every Wednesday through Stripe or Wise.
Sources: Mercor account FAQ, 2026-10-13, Mercor AI interview, 2026-10-13, Mercor assessments, 2026-10-13, Mercor payments, 2026-10-13.
Ethos
Ethos matches professionals to client projects: calls, surveys, written reports, set tasks, or review and annotation of documents and data.
You must be 18 or over and legally able to work as an independent contractor where you live. You can decline any project without a penalty, and the payment terms are set at the start of each project.
Sources: Ethos expert terms, 2026-10-13.
DataAnnotation
DataAnnotation splits its work into general, multilingual, coding, STEM and professional tracks, and pay goes out through PayPal.
You get one Starter Assessment per track with no retakes. Read our DataAnnotation review and our guide to the DataAnnotation assessment before you start.
Sources: DataAnnotation FAQ, 2026-10-13.
Alignerr
Alignerr is run by Labelbox. You sign in with Google, upload a resume that fills in your profile, and apply to listed jobs that show their requirements and pay.
A phone check and a Persona ID check follow, and some jobs add an interview or a domain test. Pay goes through Stripe Connect or PayPal. See our Alignerr review for what trainers report.
Sources: Alignerr process, 2026-10-13.
Mindrift
Toloka's tasks have moved to Mindrift. You start on tasks open to every member, such as judging AI responses and rating search results, then pass qualifications for specialized projects.
Mindrift says you can join from any country, subject to its eligibility rules. It pays twice a month through Payoneer or Tipalti, for tasks that are completed and accepted.
Sources: Toloka to Mindrift, 2026-10-13.
OneForma
OneForma is a Centific company. Its profile takes about five minutes and needs no resume, then it matches you to projects. It says it supports experts in more than 100 countries, with twice-monthly pay and no fees.
Sources: OneForma, 2026-10-13.
CrowdGen by Appen
CrowdGen is the contributor platform of Appen, founded in 1996. It matches domain experts in fields such as accounting, law, medicine, languages and software to projects, and most projects start with a qualification. CrowdGen says most of its projects need domain knowledge rather than technical skills.
Sources: CrowdGen by Appen, 2026-10-13.
Prolific
Prolific invites participants with high approval rates to a two-part AI Task Assessment. Passing adds AI evaluation studies to your dashboard, and failing does not affect your account. You cannot apply for it directly.
Sources: Prolific AI taskers, 2026-10-13.
Handshake AI
Handshake AI pays students, professionals and experts hourly, and no AI experience is required. Open sign-up is for people based in the US with a work authorization it can support. Outside the US, Handshake says participation is currently invite-only.
Sources: Handshake's AI page, 2026-10-13.
Which One Should You Try First?
- If you have years in a field, try Mercor and Ethos, then micro1.
- Generalists with a degree and strong English fit DataAnnotation and Alignerr.
- Beginners outside the US can start on Mindrift and OneForma.
- US students and recent graduates can apply to Handshake AI.
- Prolific participants should watch for the AI Task Assessment invitation.
Apply to two in the same week. For a side-by-side look at the two biggest general platforms, read Outlier vs DataAnnotation, or browse our list of sites like DataAnnotation.
What Trainers on Reddit Say About Switching
- Many platforms ask for an unpaid test or AI interview, and some never reply, so apply to more than one.
- Calibration on a new project can take hours before paid tasks begin.
- Never pay anyone for access, a referral code or test answers.
Sources: r/AiTraining_Annotation thread, r/AiTraining_Annotation thread, r/AiTraining_Annotation thread.
Which Platform Fits You?
Chat with DigiNo Toucan. Two questions, no CV needed.
Jobs Like Outlier AI FAQ
What is the best alternative to Outlier AI?
It depends on your background. Mercor and Ethos suit experienced professionals. DataAnnotation and Alignerr are the closest match for general rating and writing work. The AI Training Job Matcher on DigiNo asks two questions and points you to a fit.
Is DataAnnotation better than Outlier?
Neither is better for everyone. DataAnnotation gives one Starter Assessment per track with no retakes and pays through PayPal. Outlier needs at least an associate degree and pays weekly on Tuesdays. Many trainers use both.
Which Outlier alternatives work outside the US?
Mercor works with people in most countries and lists the places it cannot support. OneForma says it supports more than 100 countries, and Mindrift says you can join from any country under its eligibility rules. Handshake AI takes open applications only from people based in the US; elsewhere it is invite-only.
Why do people leave Outlier?
On r/outlier_ai, the most common complaints are deactivated accounts with little explanation and empty task queues. Outlier still pays, so most people add a second platform rather than leave.
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