Fact checking
Human fact checkers for AI-written content, at batch scale.
Hire people to fact-check AI content, summaries, recommendations, and research outputs when you have more than one piece: a weekly batch of posts, a knowledge base, or a product catalogue. For a single document, the $35 AI output fact-checking page is faster.
- Starter budget
- $60, editable before you publish
- Deliverable
- Per-piece issue list plus a recurring-problem summary
- Scope
- 5 to 10 pieces per task
Good tasks to post
Keep each task to one of these so it can be priced and approved quickly.
- Check claims
- Add source notes
- Identify hallucinations
- Suggest corrected wording
Why humans help
Where judgment beats automation for this task.
This page targets a simple need: AI wrote it, but a person should verify it.
At batch scale the value is in patterns. One reviewer across ten posts will tell you which topics the model gets wrong, which is worth more than ten separate corrections.
How to scope it
Four things to include so the first task is easy to approve.
One clear goal
Say what the worker is checking and what counts as wrong. One URL, one document, one list.
Source material or links
Attach the exact inputs: the page, the file, the transcript, the criteria.
Deliverable and deadline
Name the format you want back (table, notes, screenshots) and when you need it.
An example of acceptable work
Link a sample deliverable so the worker knows the bar. Keep the first task small so approval is straightforward.
Suggested payout ranges
Starting points only. Final payouts should match complexity, turnaround, tools, and worker experience.
| Scope | Suggested payout |
|---|---|
| 5 short pieces | $50–$80 |
| 10 to 20 pieces with sources | $80–$200 |
| Ongoing weekly batch | $200+ |
Related use cases
Neighbouring templates, each with a different scope.
Put one fact checker across the whole batch.
The draft opens with a $60 starter budget and the description above. Attach the pieces, then publish. Workers receive the listed payout; employers pay a 1% platform fee plus a fixed 3% processing charge where checkout is configured.