AI fact-checking
Hire a human to catch AI hallucinations.
Post one AI-generated draft and get a human check of its claims, names, numbers, and citations against the sources it should match, returned as an issue list with corrected wording.
- Suggested budget
- $25–$150 per document
- Deliverable
- Claim-level issue list with source notes
- Best for
- Blog drafts, summaries, reports, research answers
Example tasks you can request
Keep each task to one bounded input so the reviewer can return clear evidence.
- Check whether each citation supports the exact claim it is attached to.
- Verify business names, people, prices, dates, and statistics.
- Find missing context that changes the answer.
- Separate wrong, unsupported, and uncertain statements.
- Return corrected language where useful.
What the reviewer returns
Ask for evidence, not an opinion. Accept the work when the report has these parts.
- Every claim marked verified, unsupported, or incorrect, with the source used
- Broken, unrelated, or misquoted citations listed with a replacement suggestion
- Overconfident wording flagged with a safer rewrite
- Reviewer confidence and what could not be checked
Suggested brief text
Please review this AI-generated output against the provided source material. Mark anything incorrect, unsupported, unclear, risky, or missing context. Return a concise issue list and recommended corrections.
Suggested payout ranges
Starting points only. Final budgets should match length, source complexity, turnaround, and reviewer experience.
| Scope | Suggested payout |
|---|---|
| Quick check of one short draft under 1,500 words | $25–$50 |
| Long report with many claims or citations | $50–$150 |
| Batch of several pieces or a recurring weekly check | $150+ |
How to scope it
Four steps from AI output to an accepted review.
Paste the draft and its sources
One document per task. Include the links or documents the claims should match.
Name the claims that matter most
Prices, statistics, quotes, and anything customer-facing get checked first.
Ask for labels and corrections
Verified, unsupported, or incorrect per claim, plus corrected wording.
Approve the quote
The operator confirms scope, reviewer, and price before the review starts.
Scope note. Human review reduces risk and creates a review record, but it does not promise perfect accuracy, legal compliance, or a business outcome, and it does not replace professional legal, medical, financial, or compliance advice. GoHireHumans is a listing and payment connector; the reviewer is an independent worker.
Related pages
Neighbouring pages in the AI QA cluster, each with a different scope.
Fact-check one draft before it goes public.
Email the draft and its sources. An operator scopes the review and you approve the quote before anyone starts.