For reviewers

Become an AI QA reviewer.

What the work involves, which skills fit, and how to list your first AI QA service. Reviewers are independent workers who return evidence-backed reports on AI-generated work.

Create a worker profileUse a service template
Typical tasks
$15 to $250 per review
Payout
Workers receive the listed payout
Deliverable
Report with evidence and a recommendation

Best-fit skills

The work rewards careful reading and clear notes more than domain fame.

  • Careful reading and comparison against a source
  • Fact checking and source verification
  • Clear, specific issue notes
  • Spreadsheet and CRM comfort
  • Website testing judgment on a phone and a desktop

Services you can list

Each maps to a buyer-side service page, so the demand is already described.

AI output fact-checkingClaims, names, numbers, and citations checked against sources.Source and citation verificationEvery link opened and checked against its claim.AI-agent work reviewAgent output audited before anyone acts on it.AI-built website QAFlows tested on two devices with screenshots.Data cleanup reviewRows, labels, and duplicates checked after an AI pass.

What good review notes look like

Buyers accept reports that show their work.

Be specific. Quote the issue, explain why it is wrong, unsupported, or risky, link the source if there is one, and suggest a correction. Say what you could not verify instead of guessing. Use the report template so every task returns the same five parts.

See the report template

Tools. You may use software to assist, but the final review must include your own judgment, evidence, and rationale. AI-only copy-paste reviews are not acceptable on any AI QA task.

Related pages

Neighbouring pages in the AI QA cluster, each with a different scope.

Service listing templatesFive starter descriptions you can adapt.Reviewer badgesThe proposed qualification framework by task type.Scope and trust policyWhat reviewers and buyers each provide.

List your first AI QA service.

Create a profile, adapt one of the service templates, and keep the report format as your deliverable.

Create a worker profileUse service templates