Research verification
Verify AI research before you act on it.
Have a person compare an AI research deliverable to its sources and confirm the names, titles, company data, and numbers it rests on, returning a correction list. This page checks the findings; source checking for AI-assisted research checks the citations link by link.
- Starter budget
- $40, editable before you publish
- Deliverable
- Correction list with a source per claim
- Best for
- Competitor, market, or people research
Good tasks to post
Keep each task to one of these so it can be priced and approved quickly.
- Compare AI output to source links
- Confirm names, titles, and company data
- Mark unsupported claims
- Return a correction list
Why humans help
Where judgment beats automation for this task.
This is ideal for teams using AI agents for first-pass research but needing a reliable human QA layer.
A reviewer catches the executive who left the company last year, the revenue figure quoted from a different company, and the study that reached the opposite conclusion.
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 |
|---|---|
| Short summary, under 20 claims | $40–$60 |
| Full report with sources | $60–$120 |
| Recurring research QA | $120+ |
Related use cases
Neighbouring templates, each with a different scope.
Confirm the findings before they reach a slide deck.
The draft opens with a $40 starter budget and the description above. Attach the research and its sources, then publish. Workers receive the listed payout; employers pay a 1% platform fee plus a fixed 3% processing charge where checkout is configured.