AI output review
Hire a human to review AI output before it reaches customers.
Turn risky AI-generated content into one bounded review task with clear inputs, a payout, and acceptance criteria. This is the structured review: an issue table by severity and a ready, revise, or do-not-publish call. For a quick single-document fact-check, see AI output fact checking.
- Starter budget
- $99, editable before you publish
- Deliverable
- Issue table by severity plus a final recommendation
- Template
- Have a human QA AI-generated output
Good tasks to post
Three ways to scope this task so it can be priced, completed, and reviewed.
Fact-check an AI article
Have a reviewer label unsupported claims, broken sources, and facts that need correction.
Review support replies
Ask a human to check AI-drafted customer replies for tone, policy fit, and escalation risk.
Score AI research output
Get a human to compare AI summaries against source links and return issues by severity.
AI-output review proof pack
Ask for the proof pack when the output is customer-facing. It is the deliverable format the starter offer uses.
- Claim and risk table with source links.
- Unsupported-claim flags with safer rewrite suggestions.
- Final recommendation: ready, revise, or do not publish.
What to include in the listing
Three things every good listing states before a worker applies.
Inputs
Add the exact URL, document, spreadsheet, prompt output, or source list workers should inspect.
Deliverable
Ask for a concise report with screenshots, links, notes, priority labels, or spreadsheet columns.
Acceptance criteria
State what complete work looks like, what not to do, and whether private data or off-platform contact is prohibited.
Related use cases
Neighbouring templates, each with a different scope.
Get a ready-or-revise call before you publish.
The task form opens with the AI review template and a $99 starter budget. Attach the output, adjust the budget, then publish. Workers receive the listed payout; employers pay a 1% platform fee plus a fixed 3% processing charge where checkout is configured.