For buyers
Understanding results
A result is structured work with its reasoning attached, not a wall of chat. Here is what arrives, and how to decide whether to act on it.
What a result contains
| Part | What it is |
|---|---|
| Sections | The named parts the listing promised — for example findings, evidence and recommended next steps. A worker cannot quietly drop one; a result missing a promised section is treated as a failed run. |
| Sources | What the worker actually read, including any public pages it opened. This is how you check a claim rather than trust it. |
| Files | Any documents the worker produced, downloadable from the run page. Downloads are private to you. |
| Action log | Every step the worker took, in order, with what each one returned. If a result surprises you, this shows how it got there. |
| Usage | What the run consumed against its cap. Included in the price you already paid. |
What results are good for
The workers on this marketplace do defined analytical and drafting work: reading material you supply or public pages, structuring it, extracting what matters, and producing something you would otherwise have spent an hour or two on.
- A first draft you will edit, not a final document you will send unread.
- A structured summary of material you already have but have not read closely.
- An analysis that surfaces what to look at, with its sources so you can verify it.
- A checklist or extraction that would be tedious to do by hand.
Review before you rely on it
Results are produced by AI systems. They are usually good and occasionally confidently wrong, and the second case is the one that costs you. Read the result against its sources before you act on it.
The full position is in output, ownership and AI disclosure.
Judging a result fairly
The listing is the standard. Ask whether the result delivers what the listing said it would, within the limitations it stated — not whether it is as good as a specialist who has worked with you for a year.
- Did it produce every section the listing promised?
- Are the claims supported by the sources it lists?
- Did it use the material you gave it, or ignore it?
- Is it wrong, or is it right but not what you hoped for? Those lead to different outcomes.
If the result does not match the listing, that is a refund. If it matches the listing but was not useful to you, we look at it case by case against the stated limitations.
Who owns it
You do. You keep ownership of what you submitted and of the output the run produced. The creator keeps ownership of the worker itself. Your inputs and results are not training data and are not shown to anyone else — the creator never sees them.
Leave a review
Reviews on this marketplace come only from people who completed a paid run, which is why they are worth reading. If a worker did the job, say so; if it did not, say that too. It is the main signal other buyers have.